{
  "topic_representations": {
    "-1": [
      [
        "models",
        0.03212037160795304
      ],
      [
        "language",
        0.02882216576611571
      ],
      [
        "language models",
        0.021246479994933495
      ],
      [
        "large",
        0.01964403397082277
      ],
      [
        "llms",
        0.019323313253918402
      ],
      [
        "model",
        0.01893847595882086
      ],
      [
        "large language",
        0.016810294409695954
      ],
      [
        "tasks",
        0.015759852251763667
      ],
      [
        "large language models",
        0.015497344239630917
      ],
      [
        "data",
        0.015198314729614668
      ]
    ],
    "0": [
      [
        "language",
        0.0327169702370507
      ],
      [
        "models",
        0.03266676498248526
      ],
      [
        "language models",
        0.022283319563162002
      ],
      [
        "model",
        0.021993481625869213
      ],
      [
        "large",
        0.021364540586892054
      ],
      [
        "llms",
        0.021304367038088502
      ],
      [
        "large language",
        0.019220828840690336
      ],
      [
        "tasks",
        0.0176209809508571
      ],
      [
        "large language models",
        0.016970206173811904
      ],
      [
        "data",
        0.01610786121143213
      ]
    ],
    "1": [
      [
        "code",
        0.08541561050603524
      ],
      [
        "software",
        0.02983211934546309
      ],
      [
        "llms",
        0.025800758185225755
      ],
      [
        "models",
        0.02533907703896051
      ],
      [
        "generation",
        0.023836935387917143
      ],
      [
        "language",
        0.02321554141083567
      ],
      [
        "code generation",
        0.021915002140713805
      ],
      [
        "programming",
        0.020850713086764984
      ],
      [
        "program",
        0.017971269808496233
      ],
      [
        "large",
        0.017303513928412336
      ]
    ],
    "2": [
      [
        "chatgpt",
        0.05732295648962556
      ],
      [
        "ai",
        0.0499491425266713
      ],
      [
        "education",
        0.024810866578816735
      ],
      [
        "students",
        0.023933171295129146
      ],
      [
        "learning",
        0.021945414463720534
      ],
      [
        "language",
        0.019747080021877573
      ],
      [
        "educational",
        0.01921429228252345
      ],
      [
        "study",
        0.018202409709217625
      ],
      [
        "intelligence",
        0.016415129000605235
      ],
      [
        "research",
        0.016308831414293627
      ]
    ],
    "3": [
      [
        "adversarial",
        0.03663873688108269
      ],
      [
        "attacks",
        0.036269636657938795
      ],
      [
        "models",
        0.033321105174225464
      ],
      [
        "privacy",
        0.032182420342627555
      ],
      [
        "attack",
        0.028688875419727
      ],
      [
        "language",
        0.02596889446218642
      ],
      [
        "llms",
        0.025005441956559127
      ],
      [
        "language models",
        0.02339854247771557
      ],
      [
        "security",
        0.02176178199476328
      ],
      [
        "large",
        0.021041171636706768
      ]
    ],
    "4": [
      [
        "legal",
        0.0800017342040055
      ],
      [
        "financial",
        0.04467346121113879
      ],
      [
        "models",
        0.029726746254664607
      ],
      [
        "patent",
        0.02623758581369268
      ],
      [
        "language",
        0.023335816849794088
      ],
      [
        "stock",
        0.02207545563760932
      ],
      [
        "model",
        0.021809767167282255
      ],
      [
        "analysis",
        0.02089763191309389
      ],
      [
        "large",
        0.020780238163055204
      ],
      [
        "data",
        0.020748995933523626
      ]
    ],
    "5": [
      [
        "learning",
        0.0665700410109334
      ],
      [
        "reinforcement learning",
        0.056868997933714104
      ],
      [
        "reinforcement",
        0.056742990219458805
      ],
      [
        "rl",
        0.05363063060358459
      ],
      [
        "policy",
        0.04238354666582821
      ],
      [
        "reward",
        0.04009515450717981
      ],
      [
        "algorithm",
        0.029109802210497207
      ],
      [
        "gym",
        0.024766933829661032
      ],
      [
        "agent",
        0.023907569389983264
      ],
      [
        "openai",
        0.023907569389983264
      ]
    ],
    "6": [
      [
        "training",
        0.044884161871472886
      ],
      [
        "quantization",
        0.040261971266616896
      ],
      [
        "memory",
        0.0367791832629768
      ],
      [
        "transformer",
        0.030713783635389853
      ],
      [
        "models",
        0.03049001420686708
      ],
      [
        "model",
        0.028471111918051017
      ],
      [
        "attention",
        0.023869506601674216
      ],
      [
        "transformers",
        0.023567290752909347
      ],
      [
        "large",
        0.021198887649856682
      ],
      [
        "language",
        0.019260951983545525
      ]
    ],
    "7": [
      [
        "materials",
        0.07870995586754277
      ],
      [
        "molecular",
        0.05147264043837563
      ],
      [
        "molecule",
        0.04110444653626257
      ],
      [
        "discovery",
        0.03430946794226223
      ],
      [
        "models",
        0.03055967912889343
      ],
      [
        "chemical",
        0.029233861383189993
      ],
      [
        "learning",
        0.02768013805099237
      ],
      [
        "protein",
        0.02679770626792416
      ],
      [
        "property",
        0.026255393181899036
      ],
      [
        "property prediction",
        0.025751350690151244
      ]
    ],
    "8": [
      [
        "surprisal",
        0.09171930265229605
      ],
      [
        "reading",
        0.08126600547528087
      ],
      [
        "models",
        0.06110365050084388
      ],
      [
        "language",
        0.049645617106125056
      ],
      [
        "language models",
        0.04412878591839426
      ],
      [
        "word",
        0.04232561089540615
      ],
      [
        "names",
        0.04011988094315563
      ],
      [
        "transformerbased",
        0.03966396962843694
      ],
      [
        "patterns",
        0.03707821885567753
      ],
      [
        "times",
        0.03546679607564125
      ]
    ]
  },
  "topics": [
    5,
    5,
    5,
    -1,
    5,
    6,
    5,
    5,
    4,
    -1,
    0,
    0,
    0,
    0,
    0,
    -1,
    0,
    0,
    5,
    -1,
    0,
    4,
    5,
    -1,
    4,
    -1,
    -1,
    0,
    0,
    -1,
    0,
    0,
    -1,
    -1,
    0,
    -1,
    5,
    5,
    -1,
    0,
    5,
    0,
    6,
    3,
    0,
    -1,
    0,
    0,
    0,
    1,
    5,
    0,
    0,
    0,
    -1,
    4,
    5,
    0,
    0,
    2,
    0,
    -1,
    1,
    0,
    0,
    0,
    0,
    0,
    5,
    6,
    0,
    0,
    0,
    0,
    0,
    5,
    5,
    0,
    0,
    0,
    0,
    0,
    -1,
    -1,
    5,
    -1,
    0,
    0,
    0,
    -1,
    0,
    0,
    0,
    0,
    6,
    -1,
    0,
    0,
    0,
    -1,
    -1,
    0,
    0,
    -1,
    0,
    0,
    0,
    0,
    3,
    5,
    -1,
    0,
    1,
    0,
    0,
    -1,
    0,
    0,
    -1,
    0,
    6,
    8,
    0,
    1,
    3,
    0,
    0,
    8,
    -1,
    0,
    0,
    -1,
    0,
    6,
    1,
    -1,
    0,
    0,
    0,
    0,
    -1,
    -1,
    -1,
    -1,
    5,
    0,
    0,
    -1,
    6,
    5,
    0,
    5,
    -1,
    3,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    3,
    0,
    1,
    3,
    0,
    1,
    -1,
    0,
    0,
    5,
    5,
    -1,
    -1,
    -1,
    0,
    0,
    -1,
    -1,
    -1,
    -1,
    0,
    0,
    0,
    0,
    0,
    5,
    -1,
    0,
    0,
    8,
    6,
    -1,
    0,
    0,
    0,
    -1,
    0,
    6,
    6,
    5,
    -1,
    -1,
    5,
    0,
    1,
    5,
    6,
    0,
    0,
    0,
    0,
    0,
    1,
    1,
    -1,
    6,
    0,
    0,
    5,
    0,
    0,
    6,
    0,
    5,
    5,
    3,
    0,
    1,
    -1,
    3,
    -1,
    0,
    6,
    0,
    0,
    -1,
    -1,
    -1,
    1,
    3,
    -1,
    -1,
    -1,
    -1,
    0,
    0,
    0,
    2,
    -1,
    -1,
    -1,
    6,
    -1,
    0,
    1,
    -1,
    0,
    0,
    0,
    0,
    -1,
    -1,
    6,
    0,
    1,
    -1,
    -1,
    7,
    -1,
    6,
    -1,
    0,
    -1,
    -1,
    7,
    -1,
    -1,
    0,
    -1,
    0,
    8,
    1,
    0,
    0,
    -1,
    -1,
    0,
    0,
    0,
    6,
    -1,
    0,
    5,
    0,
    0,
    0,
    0,
    -1,
    -1,
    3,
    -1,
    -1,
    4,
    -1,
    0,
    -1,
    0,
    0,
    -1,
    3,
    0,
    0,
    -1,
    0,
    -1,
    0,
    0,
    -1,
    -1,
    0,
    0,
    -1,
    6,
    -1,
    0,
    -1,
    -1,
    1,
    0,
    0,
    0,
    -1,
    -1,
    5,
    0,
    0,
    -1,
    0,
    3,
    -1,
    0,
    0,
    6,
    0,
    0,
    0,
    0,
    0,
    1,
    -1,
    0,
    3,
    -1,
    0,
    0,
    6,
    -1,
    0,
    0,
    -1,
    -1,
    0,
    0,
    4,
    0,
    0,
    -1,
    0,
    0,
    7,
    -1,
    0,
    1,
    5,
    -1,
    0,
    5,
    0,
    1,
    1,
    0,
    1,
    0,
    -1,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    -1,
    0,
    0,
    0,
    1,
    6,
    -1,
    -1,
    -1,
    1,
    -1,
    0,
    1,
    -1,
    0,
    0,
    -1,
    0,
    6,
    1,
    -1,
    0,
    0,
    3,
    1,
    0,
    1,
    5,
    0,
    -1,
    0,
    -1,
    -1,
    0,
    5,
    -1,
    1,
    -1,
    0,
    0,
    -1,
    -1,
    0,
    -1,
    0,
    0,
    0,
    -1,
    0,
    0,
    0,
    5,
    0,
    -1,
    0,
    0,
    0,
    -1,
    0,
    -1,
    1,
    0,
    -1,
    -1,
    0,
    -1,
    -1,
    0,
    0,
    -1,
    0,
    0,
    -1,
    -1,
    0,
    0,
    0,
    -1,
    -1,
    -1,
    0,
    0,
    -1,
    -1,
    -1,
    -1,
    0,
    0,
    1,
    0,
    0,
    0,
    1,
    -1,
    1,
    0,
    -1,
    4,
    0,
    0,
    0,
    0,
    -1,
    0,
    -1,
    6,
    0,
    0,
    0,
    0,
    1,
    1,
    0,
    -1,
    0,
    -1,
    0,
    2,
    0,
    2,
    0,
    0,
    0,
    0,
    0,
    0,
    -1,
    2,
    0,
    0,
    0,
    1,
    -1,
    1,
    0,
    2,
    0,
    1,
    0,
    0,
    -1,
    -1,
    -1,
    2,
    0,
    0,
    -1,
    0,
    0,
    0,
    6,
    0,
    0,
    0,
    -1,
    -1,
    0,
    0,
    -1,
    -1,
    0,
    0,
    -1,
    0,
    0,
    -1,
    -1,
    8,
    -1,
    -1,
    8,
    -1,
    -1,
    -1,
    -1,
    0,
    2,
    0,
    0,
    -1,
    -1,
    0,
    4,
    0,
    2,
    -1,
    0,
    -1,
    0,
    -1,
    4,
    -1,
    0,
    -1,
    0,
    -1,
    2,
    1,
    0,
    0,
    0,
    1,
    -1,
    4,
    -1,
    -1,
    0,
    0,
    -1,
    0,
    0,
    0,
    0,
    -1,
    0,
    1,
    0,
    -1,
    0,
    -1,
    1,
    0,
    0,
    5,
    0,
    0,
    -1,
    0,
    0,
    1,
    0,
    -1,
    0,
    0,
    0,
    5,
    1,
    -1,
    -1,
    2,
    0,
    0,
    0,
    0,
    -1,
    -1,
    -1,
    -1,
    0,
    -1,
    7,
    0,
    5,
    0,
    0,
    0,
    -1,
    -1,
    1,
    0,
    -1,
    0,
    0,
    0,
    2,
    -1,
    2,
    -1,
    -1,
    0,
    3,
    0,
    -1,
    -1,
    1,
    0,
    -1,
    0,
    0,
    0,
    3,
    -1,
    -1,
    0,
    2,
    0,
    3,
    -1,
    -1,
    0,
    1,
    0,
    0,
    1,
    0,
    0,
    0,
    0,
    -1,
    0,
    2,
    0,
    -1,
    -1,
    2,
    1,
    2,
    0,
    -1,
    -1,
    5,
    0,
    -1,
    0,
    0,
    0,
    2,
    2,
    -1,
    0,
    -1,
    0,
    -1,
    -1,
    -1,
    0,
    0,
    -1,
    0,
    5,
    0,
    -1,
    0,
    1,
    2,
    3,
    -1,
    -1,
    -1,
    0,
    6,
    -1,
    -1,
    -1,
    0,
    -1,
    2,
    2,
    1,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    -1,
    2,
    1,
    0,
    2,
    -1,
    0,
    0,
    -1,
    0,
    -1,
    -1,
    -1,
    0,
    0,
    0,
    4,
    -1,
    -1,
    1,
    2,
    1,
    0,
    -1,
    0,
    0,
    1,
    0,
    2,
    2,
    0,
    0,
    -1,
    0,
    1,
    -1,
    0,
    -1,
    2,
    -1,
    0,
    1,
    4,
    0,
    0,
    0,
    0,
    0,
    -1,
    0,
    0,
    2,
    2,
    -1,
    0,
    0,
    0,
    -1,
    -1,
    0,
    -1,
    0,
    1,
    0,
    0,
    0,
    -1,
    -1,
    0,
    0,
    0,
    0,
    0,
    -1,
    0,
    0,
    -1,
    0,
    -1,
    -1,
    0,
    0,
    -1,
    -1,
    0,
    -1,
    0,
    0,
    2,
    0,
    2,
    1,
    -1,
    0,
    -1,
    -1,
    0,
    0,
    0,
    0,
    0,
    0,
    2,
    2,
    0,
    1,
    0,
    -1,
    -1,
    1,
    -1,
    0,
    -1,
    0,
    0,
    0,
    -1,
    1,
    1,
    2,
    0,
    0,
    -1,
    0,
    0,
    -1,
    -1,
    0,
    0,
    0,
    0,
    -1,
    -1,
    0,
    0,
    0,
    0,
    2,
    0,
    1,
    0,
    0,
    0,
    0,
    -1,
    0,
    0,
    -1,
    1,
    3,
    0,
    5,
    0,
    0,
    4,
    -1,
    -1,
    -1,
    0,
    0,
    -1,
    2,
    0,
    2,
    0,
    0,
    0,
    -1,
    -1,
    0,
    -1,
    1,
    -1,
    4,
    -1,
    -1,
    -1,
    0,
    0,
    -1,
    -1,
    0,
    1,
    -1,
    0,
    0,
    0,
    0,
    -1,
    1,
    2,
    -1,
    0,
    0,
    -1,
    0,
    3,
    0,
    0,
    -1,
    2,
    0,
    0,
    0,
    4,
    0,
    -1,
    0,
    0,
    0,
    3,
    -1,
    2,
    1,
    0,
    0,
    -1,
    -1,
    0,
    0,
    -1,
    2,
    2,
    0,
    2,
    1,
    -1,
    0,
    5,
    0,
    -1,
    -1,
    0,
    0,
    2,
    -1,
    2,
    0,
    1,
    3,
    0,
    2,
    1,
    0,
    -1,
    -1,
    0,
    -1,
    -1,
    0,
    0,
    1,
    0,
    6,
    0,
    -1,
    0,
    -1,
    0,
    -1,
    -1,
    -1,
    0,
    -1,
    0,
    0,
    3,
    0,
    0,
    -1,
    1,
    2,
    2,
    -1,
    0,
    -1,
    0,
    3,
    -1,
    0,
    3,
    6,
    0,
    0,
    2,
    -1,
    0,
    2,
    0,
    3,
    2,
    0,
    -1,
    0,
    0,
    0,
    -1,
    -1,
    -1,
    3,
    0,
    0,
    -1,
    -1,
    -1,
    -1,
    0,
    2,
    2,
    2,
    0,
    -1,
    0,
    2,
    0,
    4,
    -1,
    4,
    6,
    0,
    5,
    -1,
    2,
    0,
    -1,
    0,
    -1,
    -1,
    2,
    0,
    -1,
    0,
    0,
    0,
    0,
    -1,
    -1,
    2,
    0,
    -1,
    0,
    -1,
    8,
    0,
    1,
    0,
    1,
    0,
    1,
    0,
    1,
    0,
    4,
    0,
    -1,
    0,
    1,
    -1,
    0,
    -1,
    -1,
    0,
    0,
    0,
    0,
    1,
    0,
    -1,
    0,
    0,
    0,
    -1,
    3,
    -1,
    0,
    1,
    0,
    1,
    -1,
    0,
    -1,
    0,
    0,
    0,
    1,
    -1,
    0,
    3,
    0,
    0,
    -1,
    0,
    -1,
    0,
    0,
    0,
    4,
    0,
    0,
    0,
    -1,
    0,
    -1,
    -1,
    2,
    0,
    0,
    -1,
    1,
    0,
    0,
    -1,
    0,
    0,
    -1,
    0,
    0,
    -1,
    -1,
    1,
    2,
    0,
    0,
    0,
    -1,
    -1,
    0,
    0,
    0,
    0,
    0,
    0,
    4,
    0,
    -1,
    0,
    7,
    -1,
    -1,
    8,
    -1,
    2,
    1,
    0,
    0,
    0,
    -1,
    2,
    1,
    0,
    -1,
    -1,
    2,
    -1,
    0,
    0,
    -1,
    0,
    -1,
    -1,
    -1,
    0,
    -1,
    -1,
    0,
    0,
    -1,
    0,
    0,
    0,
    0,
    1,
    0,
    0,
    8,
    2,
    2,
    -1,
    -1,
    -1,
    0,
    0,
    0,
    4,
    2,
    2,
    0,
    0,
    0,
    -1,
    0,
    -1,
    0,
    1,
    0,
    0,
    0,
    -1,
    3,
    3,
    -1,
    0,
    0,
    0,
    -1,
    0,
    0,
    0,
    0,
    -1,
    0,
    0,
    0,
    -1,
    0,
    0,
    0,
    6,
    0,
    0,
    -1,
    0,
    -1,
    -1,
    -1,
    -1,
    0,
    0,
    0,
    0,
    -1,
    0,
    0,
    -1,
    5,
    0,
    0,
    -1,
    -1,
    0,
    1,
    0,
    0,
    0,
    -1,
    0,
    0,
    -1,
    0,
    -1,
    0,
    0,
    0,
    0,
    0,
    -1,
    0,
    0,
    0,
    0,
    6,
    0,
    0,
    0,
    0,
    6,
    -1,
    0,
    0,
    0,
    0,
    0,
    -1,
    0,
    0,
    -1,
    0,
    1,
    0,
    -1,
    0,
    -1,
    0,
    -1,
    0,
    0,
    0,
    -1,
    -1,
    -1,
    0,
    -1,
    0,
    0,
    0,
    6,
    0,
    -1,
    0,
    1,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    -1,
    -1,
    3,
    0,
    0,
    0,
    -1,
    0,
    3,
    -1,
    0,
    0,
    4,
    0,
    0,
    -1,
    -1,
    -1,
    0,
    0,
    0,
    2,
    2,
    0,
    3,
    0,
    -1,
    1,
    3,
    -1,
    0,
    -1,
    0,
    0,
    -1,
    0,
    0,
    0,
    0,
    0,
    -1,
    -1,
    0,
    -1,
    4,
    -1,
    0,
    0,
    0,
    -1,
    6,
    0,
    0,
    0,
    0,
    1,
    1,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    -1,
    -1,
    5,
    -1,
    -1,
    -1,
    -1,
    0,
    2,
    0,
    0,
    -1,
    0,
    -1,
    1,
    -1,
    0,
    7,
    -1,
    3,
    0,
    0,
    0,
    -1,
    0,
    -1,
    -1,
    -1,
    1,
    -1,
    1,
    -1,
    0,
    0,
    0,
    -1,
    0,
    -1,
    6,
    7,
    -1,
    -1,
    0,
    0,
    0,
    0,
    0,
    2,
    0,
    1,
    -1,
    0,
    0,
    2,
    0,
    0,
    0,
    0,
    6,
    2,
    0,
    0,
    0,
    0,
    0,
    0,
    6,
    0,
    -1,
    -1,
    2,
    0,
    0,
    0,
    0,
    1,
    0,
    0,
    -1,
    0,
    0,
    -1,
    5,
    1,
    -1,
    0,
    -1,
    0,
    0,
    2,
    0,
    0,
    1,
    -1,
    -1,
    0,
    -1,
    -1,
    0,
    0,
    0,
    -1,
    0,
    4,
    -1,
    0,
    0,
    6,
    0,
    0,
    0,
    0,
    -1,
    0,
    -1,
    0,
    -1,
    2,
    1,
    0,
    -1,
    -1,
    7,
    0,
    -1,
    0,
    4,
    -1,
    -1,
    1,
    1,
    0,
    0,
    0,
    0,
    4,
    0,
    0,
    -1,
    0,
    4,
    -1,
    0,
    0,
    3,
    2,
    0,
    0,
    7,
    0,
    1,
    0,
    1,
    0,
    2,
    4,
    -1,
    0,
    0,
    2,
    6,
    -1,
    -1,
    0,
    0,
    0,
    7,
    0,
    0,
    3,
    -1,
    0,
    1,
    0,
    -1,
    1,
    -1,
    4,
    2,
    -1,
    0,
    3,
    0,
    4,
    2,
    0,
    -1,
    0,
    2,
    -1,
    8,
    0,
    -1,
    2,
    2,
    0,
    0,
    -1,
    4,
    -1,
    2,
    0,
    0,
    -1,
    1,
    0,
    0,
    0,
    0,
    0,
    -1,
    -1,
    0,
    4,
    0,
    0,
    1,
    1,
    1,
    0,
    -1,
    1,
    -1,
    4,
    -1,
    0,
    2,
    0,
    -1,
    3,
    -1,
    0,
    6,
    0,
    0,
    -1,
    -1,
    -1,
    -1,
    -1,
    -1,
    3,
    0,
    -1,
    4,
    -1,
    3,
    1,
    0,
    1,
    0,
    0,
    0,
    0,
    0,
    0,
    2,
    -1,
    2,
    0,
    0,
    4,
    0,
    0,
    2,
    -1,
    -1,
    0,
    0,
    0,
    -1,
    -1,
    0,
    3,
    2,
    7,
    0,
    0,
    0,
    -1,
    0,
    0,
    1,
    0,
    0,
    -1,
    0,
    0,
    0,
    2,
    0,
    -1,
    6,
    -1,
    -1,
    0,
    0,
    -1,
    -1,
    2,
    -1,
    1,
    0,
    3,
    1,
    1,
    0,
    0,
    0,
    6,
    0,
    0,
    -1,
    0,
    1,
    -1,
    0,
    0,
    -1,
    -1,
    0,
    0,
    -1,
    0,
    1,
    2,
    3,
    0,
    0,
    0,
    2,
    -1,
    0,
    1,
    -1,
    1,
    0,
    0,
    -1,
    0,
    -1,
    2,
    0,
    0,
    0,
    0,
    4,
    2,
    1,
    0,
    2,
    0,
    0,
    0,
    0,
    -1,
    2,
    2,
    0,
    0,
    3,
    -1,
    0,
    0,
    3,
    -1,
    0,
    0,
    -1,
    1,
    1,
    0,
    0,
    -1,
    4,
    7,
    0,
    0,
    0,
    0,
    -1,
    -1,
    1,
    -1,
    -1,
    1,
    6,
    -1,
    2,
    0,
    4,
    -1,
    0,
    -1,
    0,
    0,
    6,
    0,
    -1,
    0,
    3,
    2,
    0,
    0,
    0,
    1,
    1,
    0,
    -1,
    -1,
    -1,
    -1,
    -1,
    -1,
    0,
    -1,
    1,
    0,
    0,
    4,
    0,
    3,
    -1,
    0,
    0,
    1,
    3,
    1,
    2,
    0,
    -1,
    -1,
    0,
    0,
    2,
    0,
    -1,
    -1,
    4,
    0,
    -1,
    2,
    0,
    0,
    0,
    0,
    0,
    0,
    1,
    0,
    -1,
    -1,
    0,
    -1,
    0,
    -1,
    6,
    -1,
    0,
    4,
    -1,
    -1,
    -1,
    0,
    0,
    0,
    0,
    0,
    0,
    -1,
    1,
    0,
    0,
    0,
    2,
    0,
    -1,
    3,
    0,
    0,
    -1,
    0,
    -1,
    0,
    4,
    -1,
    0,
    0,
    0,
    1,
    2,
    0,
    4,
    0,
    0,
    0,
    0,
    -1,
    -1,
    -1,
    0,
    0,
    0,
    3,
    -1,
    -1,
    0,
    -1,
    0,
    -1,
    0,
    -1,
    0,
    0,
    0,
    3,
    -1,
    1,
    0,
    -1,
    1,
    0,
    0,
    1,
    -1,
    0,
    5,
    0,
    3,
    -1,
    0,
    1,
    1,
    -1,
    1,
    -1,
    3,
    0,
    4,
    0,
    -1,
    5,
    0,
    0,
    0,
    0,
    -1,
    5,
    -1,
    0,
    -1,
    4,
    0,
    4,
    1,
    -1,
    0,
    0,
    -1,
    -1,
    0,
    0,
    -1,
    3,
    6,
    -1,
    0,
    0,
    0,
    6,
    -1,
    -1,
    2,
    0,
    7,
    -1,
    0,
    -1,
    0,
    1,
    0,
    4,
    0,
    0,
    -1,
    -1,
    3,
    0,
    3,
    0,
    -1,
    0,
    7,
    3,
    4,
    4,
    0,
    0,
    -1,
    0,
    -1,
    0,
    0,
    -1,
    0,
    6,
    -1,
    2,
    0,
    -1,
    -1,
    -1,
    -1,
    0,
    3,
    0,
    0,
    0,
    2,
    0,
    1,
    6,
    0,
    1,
    0,
    -1,
    3,
    0,
    3,
    0,
    0,
    1,
    4,
    0,
    0,
    0,
    1,
    0,
    -1,
    1,
    0,
    -1,
    -1,
    0,
    0,
    0,
    0,
    4,
    0,
    0,
    0,
    0,
    0,
    -1,
    7,
    -1,
    -1,
    0,
    -1,
    -1,
    0,
    0,
    0,
    0,
    -1,
    3,
    0,
    0,
    -1,
    7,
    -1,
    1,
    0,
    -1,
    0,
    -1,
    1,
    7,
    0,
    0,
    0,
    -1,
    0,
    0,
    -1,
    0,
    -1,
    1,
    -1,
    0,
    0,
    -1,
    0,
    0,
    -1,
    0,
    1,
    0,
    -1,
    1,
    -1,
    0,
    0,
    0,
    0,
    -1,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    -1,
    -1,
    0,
    0,
    0,
    0,
    2,
    0,
    0,
    -1,
    0,
    1,
    1,
    -1,
    0,
    0,
    -1,
    0,
    0,
    0,
    0,
    -1,
    0,
    0,
    -1,
    0,
    -1,
    -1,
    7,
    7,
    0,
    -1,
    0,
    0,
    -1,
    2,
    0,
    -1,
    0,
    0,
    0,
    0,
    0,
    -1,
    -1,
    0,
    1,
    0,
    0,
    0,
    0,
    -1,
    0,
    0,
    0,
    1,
    0,
    0,
    0,
    2,
    0,
    3,
    0,
    0,
    -1,
    2,
    -1,
    -1,
    -1,
    0,
    3,
    -1,
    0,
    0,
    0,
    -1,
    -1,
    -1,
    0,
    0,
    -1,
    0,
    0,
    0,
    4,
    0,
    0,
    -1,
    -1,
    2,
    -1,
    -1,
    0,
    0,
    -1,
    -1,
    3,
    3,
    -1,
    2,
    -1,
    0,
    -1,
    4,
    0,
    -1,
    0,
    2,
    0,
    2,
    2,
    -1,
    2,
    0,
    0,
    0,
    -1,
    -1,
    -1,
    -1,
    1,
    0,
    -1,
    0,
    1,
    -1,
    2,
    2,
    -1,
    0,
    -1,
    -1,
    -1,
    0,
    -1,
    2,
    0,
    0,
    -1,
    -1,
    -1,
    1,
    0,
    0,
    -1,
    -1,
    6,
    3,
    1,
    3,
    0,
    -1,
    0,
    -1,
    1,
    2,
    -1,
    0,
    -1,
    2,
    3,
    1,
    4,
    -1,
    0,
    0,
    0,
    0,
    6,
    0,
    1,
    -1,
    3,
    0,
    6,
    0,
    -1,
    0,
    0,
    1,
    -1,
    3,
    -1,
    0,
    -1,
    0,
    0,
    2,
    2,
    0,
    -1,
    -1,
    0,
    0,
    -1,
    5,
    0,
    0,
    4,
    -1,
    -1,
    -1,
    0,
    -1,
    -1,
    5,
    5,
    -1,
    -1,
    0,
    -1,
    3,
    0,
    0,
    0,
    1,
    0,
    1,
    -1,
    -1
  ],
  "topic_sizes": {
    "5": 54,
    "-1": 678,
    "6": 52,
    "4": 55,
    "0": 1117,
    "3": 73,
    "1": 168,
    "2": 127,
    "8": 10,
    "7": 19
  },
  "topic_mapper": [
    [
      -1,
      -1,
      -1,
      -1,
      -1,
      -1
    ],
    [
      0,
      0,
      10,
      17,
      2,
      0
    ],
    [
      1,
      1,
      13,
      12,
      0,
      4
    ],
    [
      2,
      2,
      17,
      14,
      0,
      4
    ],
    [
      3,
      3,
      2,
      2,
      2,
      0
    ],
    [
      4,
      4,
      2,
      2,
      2,
      0
    ],
    [
      5,
      5,
      3,
      1,
      2,
      0
    ],
    [
      6,
      6,
      11,
      16,
      4,
      7
    ],
    [
      7,
      7,
      3,
      1,
      2,
      0
    ],
    [
      8,
      8,
      18,
      3,
      1,
      1
    ],
    [
      9,
      9,
      1,
      0,
      2,
      0
    ],
    [
      10,
      10,
      3,
      1,
      2,
      0
    ],
    [
      11,
      11,
      6,
      6,
      2,
      0
    ],
    [
      12,
      12,
      16,
      13,
      8,
      3
    ],
    [
      13,
      13,
      5,
      11,
      8,
      3
    ],
    [
      14,
      14,
      5,
      11,
      8,
      3
    ],
    [
      15,
      15,
      3,
      1,
      2,
      0
    ],
    [
      16,
      16,
      1,
      0,
      2,
      0
    ],
    [
      17,
      17,
      1,
      0,
      2,
      0
    ],
    [
      18,
      18,
      1,
      0,
      2,
      0
    ],
    [
      19,
      19,
      3,
      1,
      2,
      0
    ],
    [
      20,
      20,
      3,
      1,
      2,
      0
    ],
    [
      21,
      21,
      14,
      15,
      1,
      1
    ],
    [
      22,
      22,
      7,
      4,
      2,
      0
    ],
    [
      23,
      23,
      7,
      4,
      2,
      0
    ],
    [
      24,
      24,
      1,
      0,
      2,
      0
    ],
    [
      25,
      25,
      3,
      1,
      2,
      0
    ],
    [
      26,
      26,
      0,
      5,
      2,
      0
    ],
    [
      27,
      27,
      1,
      0,
      2,
      0
    ],
    [
      28,
      28,
      0,
      5,
      2,
      0
    ],
    [
      29,
      29,
      0,
      5,
      2,
      0
    ],
    [
      30,
      30,
      6,
      6,
      2,
      0
    ],
    [
      31,
      31,
      6,
      6,
      2,
      0
    ],
    [
      32,
      32,
      7,
      4,
      2,
      0
    ],
    [
      33,
      33,
      7,
      4,
      2,
      0
    ],
    [
      34,
      34,
      0,
      5,
      2,
      0
    ],
    [
      35,
      35,
      1,
      0,
      2,
      0
    ],
    [
      36,
      36,
      15,
      7,
      3,
      2
    ],
    [
      37,
      37,
      8,
      8,
      3,
      2
    ],
    [
      38,
      38,
      12,
      9,
      7,
      5
    ],
    [
      39,
      39,
      12,
      9,
      7,
      5
    ],
    [
      40,
      40,
      3,
      1,
      2,
      0
    ],
    [
      41,
      41,
      7,
      4,
      2,
      0
    ],
    [
      42,
      42,
      8,
      8,
      3,
      2
    ],
    [
      43,
      43,
      8,
      8,
      3,
      2
    ],
    [
      44,
      44,
      1,
      0,
      2,
      0
    ],
    [
      45,
      45,
      9,
      18,
      5,
      8
    ],
    [
      46,
      46,
      1,
      0,
      2,
      0
    ],
    [
      47,
      47,
      1,
      0,
      2,
      0
    ],
    [
      48,
      48,
      4,
      10,
      6,
      6
    ],
    [
      49,
      49,
      4,
      10,
      6,
      6
    ]
  ],
  "topic_labels": {
    "-1": "-1_models_language_language models_large",
    "0": "0_language_models_language models_model",
    "1": "1_code_software_llms_models",
    "2": "2_chatgpt_ai_education_students",
    "3": "3_adversarial_attacks_models_privacy",
    "4": "4_legal_financial_models_patent",
    "5": "5_learning_reinforcement learning_reinforcement_rl",
    "6": "6_training_quantization_memory_transformer",
    "7": "7_materials_molecular_molecule_discovery",
    "8": "8_surprisal_reading_models_language"
  },
  "custom_labels": null,
  "_outliers": 1,
  "topic_aspects": {
    "KeyBERT": {
      "-1": [
        [
          "large language models",
          0.5976200103759766
        ],
        [
          "large language models llms",
          0.5881678462028503
        ],
        [
          "language models llms",
          0.5380020141601562
        ],
        [
          "language models",
          0.5258287787437439
        ],
        [
          "language model",
          0.4738163352012634
        ],
        [
          "large language",
          0.44301965832710266
        ],
        [
          "generative",
          0.40999501943588257
        ],
        [
          "learning",
          0.39151057600975037
        ],
        [
          "natural language",
          0.39127564430236816
        ],
        [
          "language",
          0.32802829146385193
        ]
      ],
      "0": [
        [
          "large language models",
          0.6552625894546509
        ],
        [
          "language models",
          0.6003543138504028
        ],
        [
          "large language models llms",
          0.5955318808555603
        ],
        [
          "language models llms",
          0.5443114042282104
        ],
        [
          "language model",
          0.5429337024688721
        ],
        [
          "large language",
          0.4655289053916931
        ],
        [
          "natural language",
          0.45886316895484924
        ],
        [
          "semantic",
          0.38911351561546326
        ],
        [
          "nlp",
          0.37225133180618286
        ],
        [
          "language",
          0.36347925662994385
        ]
      ],
      "1": [
        [
          "code generation",
          0.7132011651992798
        ],
        [
          "code completion",
          0.4800902307033539
        ],
        [
          "software development",
          0.4714983403682709
        ],
        [
          "software engineering",
          0.471400648355484
        ],
        [
          "coding",
          0.465486615896225
        ],
        [
          "source code",
          0.4591916501522064
        ],
        [
          "programming",
          0.4321848452091217
        ],
        [
          "code",
          0.43077507615089417
        ],
        [
          "programmers",
          0.4027029871940613
        ],
        [
          "large language models llms",
          0.39231228828430176
        ]
      ],
      "2": [
        [
          "chatbots",
          0.5329552888870239
        ],
        [
          "intelligence ai",
          0.5147597789764404
        ],
        [
          "ai",
          0.4909570813179016
        ],
        [
          "artificial intelligence ai",
          0.4758352041244507
        ],
        [
          "chatbot",
          0.4568909704685211
        ],
        [
          "artificial intelligence",
          0.43751633167266846
        ],
        [
          "intelligence",
          0.390619158744812
        ],
        [
          "programming",
          0.38886067271232605
        ],
        [
          "chatgpt",
          0.38383370637893677
        ],
        [
          "learners",
          0.38254693150520325
        ]
      ],
      "3": [
        [
          "adversarial",
          0.6253591775894165
        ],
        [
          "adversarial attacks",
          0.5960266590118408
        ],
        [
          "security",
          0.4097924828529358
        ],
        [
          "secure",
          0.3953503966331482
        ],
        [
          "malicious",
          0.39317432045936584
        ],
        [
          "vulnerabilities",
          0.3920833468437195
        ],
        [
          "threats",
          0.38841599225997925
        ],
        [
          "large language models llms",
          0.38559579849243164
        ],
        [
          "protection",
          0.37931346893310547
        ],
        [
          "attacks",
          0.3731392025947571
        ]
      ],
      "4": [
        [
          "law",
          0.48684000968933105
        ],
        [
          "large language models llms",
          0.4670645594596863
        ],
        [
          "language models llms",
          0.4560813307762146
        ],
        [
          "large language models",
          0.4317871928215027
        ],
        [
          "court",
          0.4233817160129547
        ],
        [
          "language models",
          0.4184619188308716
        ],
        [
          "legal domain",
          0.4040743112564087
        ],
        [
          "language model",
          0.3695017397403717
        ],
        [
          "large language",
          0.3511088192462921
        ],
        [
          "legal",
          0.3462948501110077
        ]
      ],
      "5": [
        [
          "reinforcement learning rl",
          0.6654354929924011
        ],
        [
          "deep reinforcement",
          0.6587232947349548
        ],
        [
          "deep reinforcement learning",
          0.6364648342132568
        ],
        [
          "reinforcement learning",
          0.5896047353744507
        ],
        [
          "reinforcement",
          0.5511152148246765
        ],
        [
          "policy optimization",
          0.5482062697410583
        ],
        [
          "policy gradient",
          0.5370265245437622
        ],
        [
          "proximal policy optimization",
          0.5180279612541199
        ],
        [
          "learning rl",
          0.49104803800582886
        ],
        [
          "learning",
          0.41090792417526245
        ]
      ],
      "6": [
        [
          "large language models",
          0.508089005947113
        ],
        [
          "deep learning",
          0.41785916686058044
        ],
        [
          "memory",
          0.4169737696647644
        ],
        [
          "large language",
          0.3861865997314453
        ],
        [
          "quantization",
          0.3461652994155884
        ],
        [
          "language models",
          0.3431204557418823
        ],
        [
          "language modeling",
          0.3187759220600128
        ],
        [
          "gpus",
          0.316743403673172
        ],
        [
          "gpu",
          0.30605417490005493
        ],
        [
          "compression",
          0.28844934701919556
        ]
      ],
      "7": [
        [
          "large language models",
          0.45574951171875
        ],
        [
          "materials science",
          0.4419742822647095
        ],
        [
          "language models",
          0.43802380561828613
        ],
        [
          "multimodal machine learning",
          0.43683600425720215
        ],
        [
          "large language models llms",
          0.4311743378639221
        ],
        [
          "language models llms",
          0.41030392050743103
        ],
        [
          "molecular",
          0.401594877243042
        ],
        [
          "materials",
          0.36633622646331787
        ],
        [
          "molecule",
          0.36291033029556274
        ],
        [
          "generative",
          0.35567206144332886
        ]
      ],
      "8": [
        [
          "transformerbased large language models",
          0.5314391851425171
        ],
        [
          "language models",
          0.49372977018356323
        ],
        [
          "human sentence processing",
          0.48311647772789
        ],
        [
          "attention weights",
          0.4811999201774597
        ],
        [
          "transformerbased language models",
          0.47869470715522766
        ],
        [
          "language models make",
          0.4569307565689087
        ],
        [
          "transformerbased large language",
          0.42959362268447876
        ],
        [
          "attention",
          0.4287131428718567
        ],
        [
          "distractor",
          0.3969461917877197
        ],
        [
          "human sentence",
          0.3781002163887024
        ]
      ]
    },
    "MMR": {
      "-1": [
        [
          "models",
          0.03212037160795304
        ],
        [
          "language",
          0.02882216576611571
        ],
        [
          "language models",
          0.021246479994933495
        ],
        [
          "large",
          0.01964403397082277
        ],
        [
          "llms",
          0.019323313253918402
        ],
        [
          "model",
          0.01893847595882086
        ],
        [
          "large language",
          0.016810294409695954
        ],
        [
          "tasks",
          0.015759852251763667
        ],
        [
          "large language models",
          0.015497344239630917
        ],
        [
          "data",
          0.015198314729614668
        ]
      ],
      "0": [
        [
          "language",
          0.0327169702370507
        ],
        [
          "models",
          0.03266676498248526
        ],
        [
          "language models",
          0.022283319563162002
        ],
        [
          "model",
          0.021993481625869213
        ],
        [
          "large",
          0.021364540586892054
        ],
        [
          "llms",
          0.021304367038088502
        ],
        [
          "large language",
          0.019220828840690336
        ],
        [
          "tasks",
          0.0176209809508571
        ],
        [
          "large language models",
          0.016970206173811904
        ],
        [
          "data",
          0.01610786121143213
        ]
      ],
      "1": [
        [
          "code",
          0.08541561050603524
        ],
        [
          "software",
          0.02983211934546309
        ],
        [
          "llms",
          0.025800758185225755
        ],
        [
          "models",
          0.02533907703896051
        ],
        [
          "generation",
          0.023836935387917143
        ],
        [
          "language",
          0.02321554141083567
        ],
        [
          "code generation",
          0.021915002140713805
        ],
        [
          "programming",
          0.020850713086764984
        ],
        [
          "program",
          0.017971269808496233
        ],
        [
          "large",
          0.017303513928412336
        ]
      ],
      "2": [
        [
          "chatgpt",
          0.05732295648962556
        ],
        [
          "ai",
          0.0499491425266713
        ],
        [
          "education",
          0.024810866578816735
        ],
        [
          "students",
          0.023933171295129146
        ],
        [
          "learning",
          0.021945414463720534
        ],
        [
          "language",
          0.019747080021877573
        ],
        [
          "educational",
          0.01921429228252345
        ],
        [
          "study",
          0.018202409709217625
        ],
        [
          "intelligence",
          0.016415129000605235
        ],
        [
          "research",
          0.016308831414293627
        ]
      ],
      "3": [
        [
          "adversarial",
          0.03663873688108269
        ],
        [
          "attacks",
          0.036269636657938795
        ],
        [
          "models",
          0.033321105174225464
        ],
        [
          "privacy",
          0.032182420342627555
        ],
        [
          "attack",
          0.028688875419727
        ],
        [
          "language",
          0.02596889446218642
        ],
        [
          "llms",
          0.025005441956559127
        ],
        [
          "language models",
          0.02339854247771557
        ],
        [
          "security",
          0.02176178199476328
        ],
        [
          "large",
          0.021041171636706768
        ]
      ],
      "4": [
        [
          "legal",
          0.0800017342040055
        ],
        [
          "financial",
          0.04467346121113879
        ],
        [
          "models",
          0.029726746254664607
        ],
        [
          "patent",
          0.02623758581369268
        ],
        [
          "language",
          0.023335816849794088
        ],
        [
          "stock",
          0.02207545563760932
        ],
        [
          "model",
          0.021809767167282255
        ],
        [
          "analysis",
          0.02089763191309389
        ],
        [
          "large",
          0.020780238163055204
        ],
        [
          "data",
          0.020748995933523626
        ]
      ],
      "5": [
        [
          "learning",
          0.0665700410109334
        ],
        [
          "reinforcement learning",
          0.056868997933714104
        ],
        [
          "reinforcement",
          0.056742990219458805
        ],
        [
          "rl",
          0.05363063060358459
        ],
        [
          "policy",
          0.04238354666582821
        ],
        [
          "reward",
          0.04009515450717981
        ],
        [
          "algorithm",
          0.029109802210497207
        ],
        [
          "gym",
          0.024766933829661032
        ],
        [
          "agent",
          0.023907569389983264
        ],
        [
          "openai",
          0.023907569389983264
        ]
      ],
      "6": [
        [
          "training",
          0.044884161871472886
        ],
        [
          "quantization",
          0.040261971266616896
        ],
        [
          "memory",
          0.0367791832629768
        ],
        [
          "transformer",
          0.030713783635389853
        ],
        [
          "models",
          0.03049001420686708
        ],
        [
          "model",
          0.028471111918051017
        ],
        [
          "attention",
          0.023869506601674216
        ],
        [
          "transformers",
          0.023567290752909347
        ],
        [
          "large",
          0.021198887649856682
        ],
        [
          "language",
          0.019260951983545525
        ]
      ],
      "7": [
        [
          "materials",
          0.07870995586754277
        ],
        [
          "molecular",
          0.05147264043837563
        ],
        [
          "molecule",
          0.04110444653626257
        ],
        [
          "discovery",
          0.03430946794226223
        ],
        [
          "models",
          0.03055967912889343
        ],
        [
          "chemical",
          0.029233861383189993
        ],
        [
          "learning",
          0.02768013805099237
        ],
        [
          "protein",
          0.02679770626792416
        ],
        [
          "property",
          0.026255393181899036
        ],
        [
          "property prediction",
          0.025751350690151244
        ]
      ],
      "8": [
        [
          "surprisal",
          0.09171930265229605
        ],
        [
          "reading",
          0.08126600547528087
        ],
        [
          "models",
          0.06110365050084388
        ],
        [
          "language",
          0.049645617106125056
        ],
        [
          "language models",
          0.04412878591839426
        ],
        [
          "word",
          0.04232561089540615
        ],
        [
          "names",
          0.04011988094315563
        ],
        [
          "transformerbased",
          0.03966396962843694
        ],
        [
          "patterns",
          0.03707821885567753
        ],
        [
          "times",
          0.03546679607564125
        ]
      ]
    },
    "POS": {
      "-1": [
        [
          "models",
          0.03212037160795304
        ],
        [
          "language",
          0.02882216576611571
        ],
        [
          "large",
          0.01964403397082277
        ],
        [
          "model",
          0.01893847595882086
        ],
        [
          "large language",
          0.016810294409695954
        ],
        [
          "tasks",
          0.015759852251763667
        ],
        [
          "data",
          0.015198314729614668
        ],
        [
          "learning",
          0.013058329458234928
        ],
        [
          "text",
          0.012615846489591008
        ],
        [
          "performance",
          0.012509701574913492
        ]
      ],
      "0": [
        [
          "language",
          0.0327169702370507
        ],
        [
          "models",
          0.03266676498248526
        ],
        [
          "model",
          0.021993481625869213
        ],
        [
          "large",
          0.021364540586892054
        ],
        [
          "large language",
          0.019220828840690336
        ],
        [
          "tasks",
          0.0176209809508571
        ],
        [
          "data",
          0.01610786121143213
        ],
        [
          "performance",
          0.015508519536858724
        ],
        [
          "text",
          0.014043468783038436
        ],
        [
          "task",
          0.012058597904389363
        ]
      ],
      "1": [
        [
          "code",
          0.08541561050603524
        ],
        [
          "software",
          0.02983211934546309
        ],
        [
          "models",
          0.02533907703896051
        ],
        [
          "generation",
          0.023836935387917143
        ],
        [
          "language",
          0.02321554141083567
        ],
        [
          "programming",
          0.020850713086764984
        ],
        [
          "large",
          0.017303513928412336
        ],
        [
          "large language",
          0.01638545813254896
        ],
        [
          "test",
          0.0163806576434428
        ],
        [
          "tasks",
          0.015554542999967565
        ]
      ],
      "2": [
        [
          "chatgpt",
          0.05732295648962556
        ],
        [
          "education",
          0.024810866578816735
        ],
        [
          "students",
          0.023933171295129146
        ],
        [
          "learning",
          0.021945414463720534
        ],
        [
          "language",
          0.019747080021877573
        ],
        [
          "educational",
          0.01921429228252345
        ],
        [
          "study",
          0.018202409709217625
        ],
        [
          "intelligence",
          0.016415129000605235
        ],
        [
          "research",
          0.016308831414293627
        ],
        [
          "questions",
          0.016295024410805502
        ]
      ],
      "3": [
        [
          "adversarial",
          0.03663873688108269
        ],
        [
          "attacks",
          0.036269636657938795
        ],
        [
          "models",
          0.033321105174225464
        ],
        [
          "privacy",
          0.032182420342627555
        ],
        [
          "attack",
          0.028688875419727
        ],
        [
          "language",
          0.02596889446218642
        ],
        [
          "security",
          0.02176178199476328
        ],
        [
          "large",
          0.021041171636706768
        ],
        [
          "data",
          0.019237899551025138
        ],
        [
          "model",
          0.01829477045339963
        ]
      ],
      "4": [
        [
          "legal",
          0.0800017342040055
        ],
        [
          "financial",
          0.04467346121113879
        ],
        [
          "models",
          0.029726746254664607
        ],
        [
          "patent",
          0.02623758581369268
        ],
        [
          "language",
          0.023335816849794088
        ],
        [
          "stock",
          0.02207545563760932
        ],
        [
          "model",
          0.021809767167282255
        ],
        [
          "analysis",
          0.02089763191309389
        ],
        [
          "large",
          0.020780238163055204
        ],
        [
          "data",
          0.020748995933523626
        ]
      ],
      "5": [
        [
          "learning",
          0.0665700410109334
        ],
        [
          "reinforcement",
          0.056742990219458805
        ],
        [
          "policy",
          0.04238354666582821
        ],
        [
          "reward",
          0.04009515450717981
        ],
        [
          "algorithm",
          0.029109802210497207
        ],
        [
          "gym",
          0.024766933829661032
        ],
        [
          "agent",
          0.023907569389983264
        ],
        [
          "algorithms",
          0.02389830506115401
        ],
        [
          "deep",
          0.023201400447944175
        ],
        [
          "control",
          0.02306337248545917
        ]
      ],
      "6": [
        [
          "training",
          0.044884161871472886
        ],
        [
          "quantization",
          0.040261971266616896
        ],
        [
          "memory",
          0.0367791832629768
        ],
        [
          "transformer",
          0.030713783635389853
        ],
        [
          "models",
          0.03049001420686708
        ],
        [
          "model",
          0.028471111918051017
        ],
        [
          "attention",
          0.023869506601674216
        ],
        [
          "transformers",
          0.023567290752909347
        ],
        [
          "large",
          0.021198887649856682
        ],
        [
          "language",
          0.019260951983545525
        ]
      ],
      "7": [
        [
          "materials",
          0.07870995586754277
        ],
        [
          "molecular",
          0.05147264043837563
        ],
        [
          "molecule",
          0.04110444653626257
        ],
        [
          "discovery",
          0.03430946794226223
        ],
        [
          "models",
          0.03055967912889343
        ],
        [
          "learning",
          0.02768013805099237
        ],
        [
          "protein",
          0.02679770626792416
        ],
        [
          "property",
          0.026255393181899036
        ],
        [
          "language",
          0.025043803694683932
        ],
        [
          "prediction",
          0.024369029196144653
        ]
      ],
      "8": [
        [
          "surprisal",
          0.09171930265229605
        ],
        [
          "reading",
          0.08126600547528087
        ],
        [
          "models",
          0.06110365050084388
        ],
        [
          "language",
          0.049645617106125056
        ],
        [
          "word",
          0.04232561089540615
        ],
        [
          "names",
          0.04011988094315563
        ],
        [
          "patterns",
          0.03707821885567753
        ],
        [
          "times",
          0.03546679607564125
        ],
        [
          "predictions",
          0.0333909263311396
        ],
        [
          "attention",
          0.03233060935020634
        ]
      ]
    }
  }
}