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Information Retrieval

2362 directly classified papers

Papers per year

Papers

Dialogue-RAG: Enhancing Retrieval for LLMs via Node-Linking Utterance Rewriting ACL 2025
DETQUS: Decomposition-Enhanced Transformers for QUery-focused Summarization NAACL 2025
ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions EMNLP 2025
FORTIFY: Generative Model Fine-tuning with ORPO for ReTrieval Expansion of InFormal NoisY Text ACL 2025
CTYUN-AI at SemEval-2025 Task 1: Learning to Rank for Idiomatic Expressions SEMEVAL 2025
Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning ACL 2025
OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval ACL 2025
LightRAG: Simple and Fast Retrieval-Augmented Generation EMNLP 2025
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation ACL 2025
Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement COLING 2025
Taxonomy-Guided Zero-Shot Recommendations with LLMs COLING 2025
SLARD: A Chinese Superior Legal Article Retrieval Dataset COLING 2025
SGIC: A Self-Guided Iterative Calibration Framework for RAG ACL 2025
Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks COLING 2025
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval COLING 2025
ACL-rlg: A Dataset for Reading List Generation COLING 2025
MIR: Methodology Inspiration Retrieval for Scientific Research Problems ACL 2025
ALiiCE: Evaluating Positional Fine-grained Citation Generation NAACL 2025
CoRAG: Enhancing Hybrid Retrieval-Augmented Generation through a Cooperative Retriever Architecture EMNLP 2025
CRAB: A Benchmark for Evaluating Curation of Retrieval-Augmented LLMs in Biomedicine EMNLP 2025
LLMs Trust Humans More, That’s a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation ACL 2025
PeerQA: A Scientific Question Answering Dataset from Peer Reviews NAACL 2025
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems NAACL 2025
Sanskrit Voyager: Unified Web Platform for Interactive Reading and Linguistic Analysis of Sanskrit Texts EMNLP 2025
IRSum: One Model to Rule Summarization and Retrieval ACL 2025