reward modeling

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yifeihe3 

authored 6 papers 17 days ago

Semi-Supervised Reward Modeling via Iterative Self-Training

Paper • 2409.06903 • Published Sep 10, 2024

Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks

Paper • 2410.18210 • Published Oct 23, 2024

MergeBench: A Benchmark for Merging Domain-Specialized LLMs

Paper • 2505.10833 • Published May 16, 2025 • 1

Scalable Data Synthesis for Computer Use Agents with Step-Level Filtering

Paper • 2512.10962 • Published Nov 22, 2025 • 3

Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic

Paper • 2408.13656 • Published Aug 24, 2024

Scaling Laws for Multilingual Language Models

Paper • 2410.12883 • Published Oct 15, 2024

hendrydong 

authored 4 papers 10 months ago

Fractured Chain-of-Thought Reasoning

Paper • 2505.12992 • Published May 19, 2025 • 23

Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models

Paper • 2505.10554 • Published May 15, 2025 • 120

Scalable Chain of Thoughts via Elastic Reasoning

Paper • 2505.05315 • Published May 8, 2025 • 26

Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL

Paper • 2505.02391 • Published May 5, 2025 • 25

hendrydong 

authored 3 papers about 1 year ago

BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation

Paper • 2502.03860 • Published Feb 6, 2025 • 25

Reward-Guided Speculative Decoding for Efficient LLM Reasoning

Paper • 2501.19324 • Published Jan 31, 2025 • 39

Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published Dec 20, 2024 • 38

hendrydong 

authored 2 papers over 1 year ago

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

Paper • 2410.04698 • Published Oct 7, 2024 • 13

ThinK: Thinner Key Cache by Query-Driven Pruning

Paper • 2407.21018 • Published Jul 30, 2024 • 32

yifeihe3 

updated 5 datasets over 1 year ago

cornfieldrm/pair-preference-dataset-700K_subset-4-of-4_gemma-2b_1of4_iter1_bs128_lr1e-5_conf-0.7_slic

Viewer • Updated Jul 25, 2024 • 72.1k • 5

cornfieldrm/pair-preference-dataset-700K_subset-3-of-4_gemma-2b_1of4_iter1_bs128_lr1e-5_conf-0.7_slic

Viewer • Updated Jul 25, 2024 • 71.9k • 5

cornfieldrm/pair-preference-dataset-700K_subset-2-of-4_gemma-2b_1of4_iter1_bs128_lr1e-5_conf-0.7_slic

Viewer • Updated Jul 25, 2024 • 72.4k • 8

cornfieldrm/pair-preference-dataset-700K_subset-4-of-4_gemma-2b_1of4_iter1_bs128_lr1e-5_conf-0.7

Viewer • Updated Jul 25, 2024 • 72.1k • 6

cornfieldrm/pair-preference-dataset-700K_subset-3-of-4_gemma-2b_1of4_iter1_bs128_lr1e-5_conf-0.7

Viewer • Updated Jul 25, 2024 • 71.9k • 6