Dawei Li

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authored 3 papers 3 months ago

DRP: Distilled Reasoning Pruning with Skill-aware Step Decomposition for Efficient Large Reasoning Models

Paper • 2505.13975 • Published May 20

Generative Models for Synthetic Data: Transforming Data Mining in the GenAI Era

Paper • 2508.19570 • Published Aug 27

Who's Your Judge? On the Detectability of LLM-Generated Judgments

Paper • 2509.25154 • Published Sep 29 • 29

authored a paper 5 months ago

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2 • 238

authored 7 papers 7 months ago

C3KG: A Chinese Commonsense Conversation Knowledge Graph

Paper • 2204.02549 • Published Apr 6, 2022

Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model

Paper • 2404.10306 • Published Apr 16, 2024 • 1

Optimizing Language Model's Reasoning Abilities with Weak Supervision

Paper • 2405.04086 • Published May 7, 2024 • 2

Can LLMs Learn from Previous Mistakes? Investigating LLMs' Errors to Boost for Reasoning

Paper • 2403.20046 • Published Mar 29, 2024

Eliminating Reasoning via Inferring with Planning: A New Framework to Guide LLMs' Non-linear Thinking

Paper • 2310.12342 • Published Oct 18, 2023

SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents

Paper • 2411.03284 • Published Nov 5, 2024

The Quest for Efficient Reasoning: A Data-Centric Benchmark to CoT Distillation

Paper • 2505.18759 • Published May 24 • 14

authored a paper 11 months ago

Preference Leakage: A Contamination Problem in LLM-as-a-judge

Paper • 2502.01534 • Published Feb 3 • 40

authored 2 papers about 1 year ago

Contextualization Distillation from Large Language Model for Knowledge Graph Completion

Paper • 2402.01729 • Published Jan 28, 2024

From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge

Paper • 2411.16594 • Published Nov 25, 2024 • 39