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soldni 

authored a paper 6 days ago

OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens

Paper • 2504.07096 • Published 7 days ago • 66

liujch1998 

authored 2 papers 6 days ago

Efficient Test-Time Scaling via Self-Calibration

Paper • 2503.00031 • Published Feb 25 • 14

OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens

Paper • 2504.07096 • Published 7 days ago • 66

yuchenlin 

authored a paper 7 days ago

CrossWordBench: Evaluating the Reasoning Capabilities of LLMs and LVLMs with Controllable Puzzle Generation

Paper • 2504.00043 • Published 16 days ago • 8

orionweller 

authored a paper about 1 month ago

Beyond RAG: Task-Aware KV Cache Compression for Comprehensive Knowledge Reasoning

Paper • 2503.04973 • Published Mar 6 • 23

hamishivi 

authored 3 papers about 1 month ago

Personalizing Reinforcement Learning from Human Feedback with Variational Preference Learning

Paper • 2408.10075 • Published Aug 19, 2024

2 OLMo 2 Furious

Paper • 2501.00656 • Published Dec 31, 2024 • 19

Large-Scale Data Selection for Instruction Tuning

Paper • 2503.01807 • Published Mar 3 • 11

jungok 

authored a paper about 1 month ago

LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation

Paper • 2502.20583 • Published Feb 27 • 12

yuchenlin 

authored a paper about 2 months ago

Small Models Struggle to Learn from Strong Reasoners

Paper • 2502.12143 • Published Feb 17 • 34

yuchenlin 

authored a paper 2 months ago

ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning

Paper • 2502.01100 • Published Feb 3 • 17

liujch1998 

authored 9 papers 3 months ago

Don't throw away your value model! Making PPO even better via Value-Guided Monte-Carlo Tree Search decoding

Paper • 2309.15028 • Published Sep 26, 2023 • 1

MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Paper • 2310.02255 • Published Oct 3, 2023 • 2

Crystal: Introspective Reasoners Reinforced with Self-Feedback

Paper • 2310.04921 • Published Oct 7, 2023 • 1

NaturalProofs: Mathematical Theorem Proving in Natural Language

Paper • 2104.01112 • Published Mar 24, 2021

Generated Knowledge Prompting for Commonsense Reasoning

Paper • 2110.08387 • Published Oct 15, 2021

Minds versus Machines: Rethinking Entailment Verification with Language Models

Paper • 2402.03686 • Published Feb 6, 2024 • 1

NaturalProver: Grounded Mathematical Proof Generation with Language Models

Paper • 2205.12910 • Published May 25, 2022

Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering

Paper • 2210.03078 • Published Oct 6, 2022 • 1

Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback

Paper • 2406.09279 • Published Jun 13, 2024 • 3