PPaperPicks

Ben He

Institute of Software, Chinese Academy of Sciences, Beijing, China

26 papers at tracked venues · 23 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. All Languages Matter: Understanding and Mitigating Language Bias in Multilingual RAG
  2. CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection
  3. CodeRise: Bootstrapping LLMs for Ultra Low-Resource Programming Languages via Progressive Self-Refinement Curriculum
  4. Expanding the Boundaries of Vision Prior Knowledge in Multi-modal Large Language Models
  5. Navigating the Infinite Dynamic Web Space: Effective In-Context Exploration via Cognitive Multi-Agent Collaboration
  6. SURE or Not? Investigating Semantic Understanding in Dense Retrieval Models
  7. TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking
  8. CRUXEVAL-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution
  9. Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch
  10. Code-SPA: Style Preference Alignment to Large Language Models for Effective and Robust Code Debugging
  11. ConsistentChat: Building Skeleton-Guided Consistent Multi-Turn Dialogues for Large Language Models from Scratch
  12. DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models
  13. Memorizing is Not Enough: Deep Knowledge Injection Through Reasoning
  14. Multi-Agent Proactive Information Seeking with Adaptive LLM Orchestration for Non-Factoid Question Answering
  15. Not All Terms Matter: Recall-Oriented Adaptive Learning for PLM-aided Query Expansion in Open-Domain Question Answering
  16. On-Policy Self-Alignment with Fine-grained Knowledge Feedback for Hallucination Mitigation
  17. Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree?
  18. Self-Steering Optimization: Autonomous Preference Optimization for Large Language Models
  19. Analyze, Generate and Refine: Query Expansion with LLMs for Zero-Shot Open-Domain QA
  20. Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting
  21. Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content Detectors
  22. PRP-Graph: Pairwise Ranking Prompting to LLMs with Graph Aggregation for Effective Text Re-ranking
  23. Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models?
  24. Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
  25. Spiral of Silence: How is Large Language Model Killing Information Retrieval? - A Case Study on Open Domain Question Answering
  26. XMC-Agent : Dynamic Navigation over Scalable Hierarchical Index for Incremental Extreme Multi-label Classification