| { | |
| "paper_id": "2021", | |
| "header": { | |
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| "date_generated": "2023-01-19T01:08:08.366270Z" | |
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| "title": "", | |
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| "year": "", | |
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| "abstract": "", | |
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| "abstract": [], | |
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| "text": "Where have we been, and where are we going? It is easier to talk about the past than the future. These days, benchmarks evolve more bottom up (such as papers with code). There used to be more top-down leadership from government (and industry, in the case of systems, with benchmarks such as SPEC). Going forward, there may be more top-down leadership from organizations like MLPerf and/or influencers like David Ferrucci, who was responsible for IBM's success with Jeopardy, and has recently written a paper suggesting how the community should think about benchmarking for machine comprehension. Tasks such as reading comprehension become even more interesting as we move beyond English. Multilinguality introduces many challenges, and even more opportunities. ", | |
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| "section": "Message from the Program Chairs", | |
| "sec_num": null | |
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| "text": "Benchmarking: Past, Present and Future Kenneth Church, Mark Liberman and Valia Kordoni . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 Guideline Bias in Wizard-of-Oz Dialogues Victor Petr\u00e9n Bach Hansen and Anders S\u00f8gaard . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 We Need to Consider Disagreement in Evaluation Valerio Basile, Michael Fell, Tommaso Fornaciari, Dirk Hovy, Silviu Paun, Barbara Plank, Massimo Poesio and Alexandra Uma . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15 How Might We Create Better Benchmarks for Speech Recognition? Al\u00ebna Aks\u00ebnova, Daan van Esch, James Flynn and Pavel Golik . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 22" | |
| } | |
| } | |
| } | |
| } |