Yiqun Liu
14 papers · 252 citations
Most-cited papers
- Optimizing Dense Retrieval Model Training With Hard Negatives2021 · 150 citations
- DRAGIN: Dynamic Retrieval Augmented Generation Based On The Information Needs Of Large Language Models2024 · 65 citations
- Jointly Optimizing Query Encoder And Product Quantization To Improve Retrieval Performance2021 · 49 citations
- Sequential Recommendation With Latent Relations Based On Large Language Model2024 · 45 citations
- Corpusbrain: Pre-train A Generative Retrieval Model For Knowledge-intensive Language Tasks2022 · 45 citations
- Beyond Scalar Reward Model: Learning Generative Judge From Preference Data2024 · 35 citations
- Learning Discrete Representations Via Constrained Clustering For Effective And Efficient Dense Retrieval2021 · 32 citations
- PRE: A Peer Review Based Large Language Model Evaluator2024 · 31 citations
- BLADE: Enhancing Black-box Large Language Models With Small Domain-specific Models2024 · 28 citations
- Scaling Laws For Dense Retrieval2024 · 21 citations
- Surge: A Benchmark And Evaluation Framework For Scientific Survey Generation2026
- Memorybench: A Benchmark For Memory And Continual Learning In LLM Systems2026
- Beyond Experience Retrieval: Learning To Generate Utility-optimized Structured Experience For Frozen Llms2026
- Decoupling Knowledge And Task Subspaces For Composable Parametric Retrieval Augmented Generation2026
- Enhancing Judgment Document Generation Via Agentic Legal Information Collection And Rubric-guided Optimization2026
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