Imagen de Portada

Unsupervised Large Language Model Alignment for Information Retrieval via Contrastive Feedback

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Dong, Qian, Liu, Yiding, Ai, Qingyao, Wu, Zhijing, Li, Haitao, Liu, Yiqun, Wang, Shuaiqiang, Yin, Dawei, Ma, Shaoping
Formato:	Preprint
Publicado:	2023
Materias:	Information Retrieval
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

I^3 Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage Retrieval
por: Dong, Qian, et al.
Publicado: (2023)

DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language Models
por: Su, Weihang, et al.
Publicado: (2024)

SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation
por: Dong, Qian, et al.
Publicado: (2025)

Caseformer: Pre-training for Legal Case Retrieval Based on Inter-Case Distinctions
por: Su, Weihang, et al.
Publicado: (2023)

DELTA: Pre-train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment
por: Li, Haitao, et al.
Publicado: (2024)

Mitigating Entity-Level Hallucination in Large Language Models
por: Su, Weihang, et al.
Publicado: (2024)

PRE: A Peer Review Based Large Language Model Evaluator
por: Chu, Zhumin, et al.
Publicado: (2024)

Dynamic and Parametric Retrieval-Augmented Generation
por: Su, Weihang, et al.
Publicado: (2025)

Enhancing LLM-Based Agents via Global Planning and Hierarchical Execution
por: Chen, Junjie, et al.
Publicado: (2025)

Capability-aware Prompt Reformulation Learning for Text-to-Image Generation
por: Zhan, Jingtao, et al.
Publicado: (2024)

Multi-Field Tool Retrieval
por: Tang, Yichen, et al.
Publicado: (2026)

Unsupervised dense retrieval with conterfactual contrastive learning
por: Chen, Haitian, et al.
Publicado: (2024)

Towards an In-Depth Comprehension of Case Relevance for Better Legal Retrieval
por: Li, Haitao, et al.
Publicado: (2024)

Improving Legal Case Retrieval with Brain Signals
por: Zhang, Ruizhe, et al.
Publicado: (2024)

RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects
por: Tu, Yiteng, et al.
Publicado: (2025)

Generalized Pseudo-Relevance Feedback
por: Tu, Yiteng, et al.
Publicado: (2025)

Towards Better Understanding of User Satisfaction in Open-Domain Conversational Search
por: Chu, Zhumin, et al.
Publicado: (2022)

Qilin: A Multimodal Information Retrieval Dataset with APP-level User Sessions
por: Chen, Jia, et al.
Publicado: (2025)

Foundations of GenIR
por: Ai, Qingyao, et al.
Publicado: (2025)

MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion
por: Jia, Pengyue, et al.
Publicado: (2023)

Sequential Recommendation with Latent Relations based on Large Language Model
por: Yang, Shenghao, et al.
Publicado: (2024)

Common Sense Enhanced Knowledge-based Recommendation with Large Language Model
por: Yang, Shenghao, et al.
Publicado: (2024)

Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-hoc Retrieval
por: Su, Weihang, et al.
Publicado: (2023)

Enhancing Judgment Document Generation via Agentic Legal Information Collection and Rubric-Guided Optimization
por: Su, Weihang, et al.
Publicado: (2026)

Gender Biased Legal Case Retrieval System on Users' Decision Process
por: Zhang, Ruizhe, et al.
Publicado: (2024)

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods
por: Li, Haitao, et al.
Publicado: (2024)

Multi-Source Retrieval and Reasoning for Legal Sentencing Prediction
por: Chen, Junjie, et al.
Publicado: (2026)

LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation Conversation
por: Li, Haitao, et al.
Publicado: (2025)

MAO-ARAG: Multi-Agent Orchestration for Adaptive Retrieval-Augmented Generation
por: Chen, Yiqun, et al.
Publicado: (2025)

Scaling Laws For Dense Retrieval
por: Fang, Yan, et al.
Publicado: (2024)

Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models
por: Shi, Zhengliang, et al.
Publicado: (2025)

CrossPT-EEG: A Benchmark for Cross-Participant and Cross-Time Generalization of EEG-based Visual Decoding
por: Zhu, Shuqi, et al.
Publicado: (2024)

Equity vs. Equality: Optimizing Ranking Fairness for Tailored Provider Needs
por: Tu, Yiteng, et al.
Publicado: (2026)

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions
por: Li, Xuancheng, et al.
Publicado: (2026)

Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning
por: Chen, Yiqun, et al.
Publicado: (2025)

Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models
por: Liu, Wenhan, et al.
Publicado: (2024)

Improving GenIR Systems Based on User Feedback
por: Ai, Qingyao, et al.
Publicado: (2025)

Towards Completeness-Oriented Tool Retrieval for Large Language Models
por: Qu, Changle, et al.
Publicado: (2024)

Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation
por: Wang, Shijie, et al.
Publicado: (2025)

MAIR: A Massive Benchmark for Evaluating Instructed Retrieval
por: Sun, Weiwei, et al.
Publicado: (2024)