Minbyul Jeong

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upvoted 10 papers about 3 hours ago

DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search

Paper • 2410.03864 • Published 5 days ago • 6

ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery

Paper • 2410.05080 • Published 3 days ago • 18

Differential Transformer

Paper • 2410.05258 • Published 2 days ago • 109

LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Paper • 2410.02707 • Published 6 days ago • 38

What Matters for Model Merging at Scale?

Paper • 2410.03617 • Published 5 days ago • 7

MathHay: An Automated Benchmark for Long-Context Mathematical Reasoning in LLMs

Paper • 2410.04698 • Published 3 days ago • 12

Named Clinical Entity Recognition Benchmark

Paper • 2410.05046 • Published 3 days ago • 17

TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention

Paper • 2410.05076 • Published 3 days ago • 4

Only-IF:Revealing the Decisive Effect of Instruction Diversity on Generalization

Paper • 2410.04717 • Published 3 days ago • 14

LongGenBench: Long-context Generation Benchmark

Paper • 2410.04199 • Published 5 days ago • 12

upvoted 2 papers 2 days ago

Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise

Paper • 2410.03017 • Published 6 days ago • 21

Addition is All You Need for Energy-efficient Language Models

Paper • 2410.00907 • Published 8 days ago • 119

upvoted 2 papers 3 days ago

Erasing Conceptual Knowledge from Language Models

Paper • 2410.02760 • Published 6 days ago • 12

Selective Attention Improves Transformer

Paper • 2410.02703 • Published 6 days ago • 20

upvoted 25 papers 5 days ago

LLaVA-Critic: Learning to Evaluate Multimodal Models

Paper • 2410.02712 • Published 6 days ago • 30

SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics

Paper • 2410.01946 • Published 7 days ago • 4

MedVisionLlama: Leveraging Pre-Trained Large Language Model Layers to Enhance Medical Image Segmentation

Paper • 2410.02458 • Published 7 days ago • 9

Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations

Paper • 2410.02762 • Published 6 days ago • 8

L-CiteEval: Do Long-Context Models Truly Leverage Context for Responding?

Paper • 2410.02115 • Published 7 days ago • 10

SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration

Paper • 2410.02367 • Published 7 days ago • 44

Training Language Models on Synthetic Edit Sequences Improves Code Synthesis

Paper • 2410.02749 • Published 6 days ago • 12

Large Language Models as Markov Chains

Paper • 2410.02724 • Published 6 days ago • 27

Quantifying Generalization Complexity for Large Language Models

Paper • 2410.01769 • Published 7 days ago • 12

Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis

Paper • 2409.20059 • Published 10 days ago • 15

Not All LLM Reasoners Are Created Equal

Paper • 2410.01748 • Published 7 days ago • 25

From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging

Paper • 2410.01215 • Published 8 days ago • 30

RATIONALYST: Pre-training Process-Supervision for Improving Reasoning

Paper • 2410.01044 • Published 8 days ago • 34

Law of the Weakest Link: Cross Capabilities of Large Language Models

Paper • 2409.19951 • Published 10 days ago • 51

Can Models Learn Skill Composition from Examples?

Paper • 2409.19808 • Published 10 days ago • 8

Coffee-Gym: An Environment for Evaluating and Improving Natural Language Feedback on Erroneous Code

Paper • 2409.19715 • Published 11 days ago • 8

DiaSynth -- Synthetic Dialogue Generation Framework

Paper • 2409.19020 • Published 15 days ago • 19

Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models

Paper • 2409.18943 • Published 12 days ago • 26

MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning

Paper • 2409.20566 • Published 9 days ago • 47

LML: Language Model Learning a Dataset for Data-Augmented Prediction

Paper • 2409.18957 • Published 12 days ago • 9

Modulated Intervention Preference Optimization (MIPO): Keep the Easy, Refine the Difficult

Paper • 2409.17545 • Published 14 days ago • 16

MinerU: An Open-Source Solution for Precise Document Content Extraction

Paper • 2409.18839 • Published 13 days ago • 24

VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models

Paper • 2409.17066 • Published 14 days ago • 25

A Survey on the Honesty of Large Language Models

Paper • 2409.18786 • Published 13 days ago • 28

Emu3: Next-Token Prediction is All You Need

Paper • 2409.18869 • Published 12 days ago • 78

upvoted 5 papers 13 days ago

Reducing the Footprint of Multi-Vector Retrieval with Minimal Performance Impact via Token Pooling

Paper • 2409.14683 • Published 17 days ago • 8

Pixel-Space Post-Training of Latent Diffusion Models

Paper • 2409.17565 • Published 14 days ago • 19

Discovering the Gems in Early Layers: Accelerating Long-Context LLMs with 1000x Input Token Reduction

Paper • 2409.17422 • Published 14 days ago • 23

MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models

Paper • 2409.17481 • Published 14 days ago • 46

EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions

Paper • 2409.18042 • Published 13 days ago • 35

upvoted 7 papers 15 days ago

A Case Study of Web App Coding with OpenAI Reasoning Models

Paper • 2409.13773 • Published 21 days ago • 4

An adapted large language model facilitates multiple medical tasks in diabetes care

Paper • 2409.13191 • Published 20 days ago • 6

Style over Substance: Failure Modes of LLM Judges in Alignment Benchmarking

Paper • 2409.15268 • Published 16 days ago • 11

Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs

Paper • 2409.14988 • Published 17 days ago • 21

Phantom of Latent for Large Language and Vision Models

Paper • 2409.14713 • Published 17 days ago • 27

A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Paper • 2409.15277 • Published 16 days ago • 34

RACER: Rich Language-Guided Failure Recovery Policies for Imitation Learning

Paper • 2409.14674 • Published 17 days ago • 41

upvoted 3 papers 16 days ago

LLM-Agent-UMF: LLM-based Agent Unified Modeling Framework for Seamless Integration of Multi Active/Passive Core-Agents

Paper • 2409.11393 • Published 22 days ago • 2

Minstrel: Structural Prompt Generation with Multi-Agents Coordination for Non-AI Experts

Paper • 2409.13449 • Published 20 days ago • 7

Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation

Paper • 2409.12941 • Published 20 days ago • 20

upvoted 6 papers 17 days ago

MURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse Instructions

Paper • 2409.12958 • Published 20 days ago • 6

Language Models Learn to Mislead Humans via RLHF

Paper • 2409.12822 • Published 21 days ago • 9

Scaling Smart: Accelerating Large Language Model Pre-training with Small Model Initialization

Paper • 2409.12903 • Published 20 days ago • 21

Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution

Paper • 2409.12961 • Published 20 days ago • 23

B4: Towards Optimal Assessment of Plausible Code Solutions with Plausible Tests

Paper • 2409.08692 • Published 27 days ago • 25

MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines

Paper • 2409.12959 • Published 20 days ago • 35