Xinze Li
16 papers · 2022–2026 · 6 conferences · across top CS/AI conferences
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EMNLP (2)
AAAI (1)
ICLR (1)
NAACL (1)
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Keywords
large language model
(6)
retrieval-augmented generation
(4)
information retrieval
(2)
direct preference optimization
(2)
knowledge graph
(2)
dense retrieval
(2)
preference optimization
(2)
hallucination detection
(2)
natural language processing
(2)
text mining
(1)
knowledge representation
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relation extraction
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text generation
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image retrieval
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computer vision
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data augmentation
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explainable ai
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knowledge distillation
(1)
multi-modal learning
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code generation
(1)
Papers
Physics-Informed Autonomous LLM Agents for Explainable Power Electronics Modulation Design
AAAI 2026
Long-Chain Reasoning Distillation via Adaptive Prefix Alignment
ACL 2026
Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization
ACL 2026
Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models
ACL 2025
RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts
ACL 2025
ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization
EMNLP 2025
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation
EMNLP 2025
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards
ICLR 2025
COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis
NAACL 2025
Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution
ACL 2024
MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin
ACL 2024
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges
ACL 2024
MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations
NIPS 2024
Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data
ACL 2023
Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation
ACL 2023
MMEKG: Multi-modal Event Knowledge Graph towards Universal Representation across Modalities
ACL 2022