Efficient Reasoning

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ChengsongHuang authored a paper 6 days ago

Guided Self-Evolving LLMs with Minimal Human Supervision

ChengsongHuang authored a paper about 1 month ago

VisPlay: Self-Evolving Vision-Language Models from Images

Leo-Dai authored a paper 3 months ago

StatEval: A Comprehensive Benchmark for Large Language Models in Statistics

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ChengsongHuang

authored a paper 6 days ago

Guided Self-Evolving LLMs with Minimal Human Supervision

Paper • 2512.02472 • Published 26 days ago • 50

ChengsongHuang

authored a paper about 1 month ago

VisPlay: Self-Evolving Vision-Language Models from Images

Paper • 2511.15661 • Published Nov 19 • 42

Leo-Dai

authored 2 papers 3 months ago

StatEval: A Comprehensive Benchmark for Large Language Models in Statistics

Paper • 2510.09517 • Published Oct 10 • 6

VOGUE: Guiding Exploration with Visual Uncertainty Improves Multimodal Reasoning

Paper • 2510.01444 • Published Oct 1 • 19

TongZheng1999

authored a paper 3 months ago

VOGUE: Guiding Exploration with Visual Uncertainty Improves Multimodal Reasoning

Paper • 2510.01444 • Published Oct 1 • 19

Leo-Dai

authored a paper 3 months ago

CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models

Paper • 2509.09675 • Published Sep 11 • 28

TongZheng1999

authored a paper 3 months ago

CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models

Paper • 2509.09675 • Published Sep 11 • 28

ChengsongHuang

authored a paper 4 months ago

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9 • 101

Leo-Dai

authored a paper 4 months ago

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9 • 101

TongZheng1999

authored a paper 4 months ago

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9 • 101

ChengsongHuang

authored a paper 4 months ago

Self-Rewarding Vision-Language Model via Reasoning Decomposition

Paper • 2508.19652 • Published Aug 27 • 84

ChengsongHuang

authored a paper 5 months ago

R-Zero: Self-Evolving Reasoning LLM from Zero Data

Paper • 2508.05004 • Published Aug 7 • 129

Leo-Dai

authored a paper 6 months ago

R1-RE: Cross-Domain Relationship Extraction with RLVR

Paper • 2507.04642 • Published Jul 7 • 6

TongZheng1999

authored a paper 6 months ago

R1-RE: Cross-Domain Relationship Extraction with RLVR

Paper • 2507.04642 • Published Jul 7 • 6

ChengsongHuang

authored a paper 7 months ago

POSS: Position Specialist Generates Better Draft for Speculative Decoding

Paper • 2506.03566 • Published Jun 4 • 6

TongZheng1999

authored a paper 7 months ago

Learning to Reason via Mixture-of-Thought for Logical Reasoning

Paper • 2505.15817 • Published May 21 • 18

ChengsongHuang

authored a paper 9 months ago

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

Paper • 2504.00043 • Published Mar 30 • 9

TongZheng1999

authored a paper 10 months ago

Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation

Paper • 2503.06594 • Published Mar 9 • 6

ChengsongHuang

authored 2 papers 10 months ago

On Grounded Planning for Embodied Tasks with Language Models

Paper • 2209.00465 • Published Aug 29, 2022 • 1

Optimizing Language Model's Reasoning Abilities with Weak Supervision

Paper • 2405.04086 • Published May 7, 2024 • 2

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