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Information Retrieval

2362 directly classified papers

Papers per year

Papers

Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings EMNLP 2025
CitaLaw: Enhancing LLM with Citations in Legal Domain ACL 2025
Practical Solutions to Practical Problems in Developing Argument Mining Systems ACL 2025
A Retrieval-Based Approach to Medical Procedure Matching in Romanian ACL 2025
Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning ACL 2025
MuRAR: A Simple and Effective Multimodal Retrieval and Answer Refinement Framework for Multimodal Question Answering COLING 2025
Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation EMNLP 2025
IL-PCSR: Legal Corpus for Prior Case and Statute Retrieval EMNLP 2025
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective EMNLP 2025
DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling EMNLP 2025
OG-RAG: Ontology-grounded retrieval-augmented generation for large language models EMNLP 2025
RACQC: Advanced Retrieval-Augmented Generation for Chinese Query Correction EMNLP 2025
Bi-Tuning with Collaborative Information for Controllable LLM-based Sequential Recommendation ACL 2025
InfoGain-RAG: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranking and Filtering EMNLP 2025
Momentum Posterior Regularization for Multi-hop Dense Retrieval COLING 2025
Loki: An Open-Source Tool for Fact Verification COLING 2025
An LLM-based Framework for Biomedical Terminology Normalization in Social Media via Multi-Agent Collaboration COLING 2025
P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs EMNLP 2025
Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering COLING 2025
Context Filtering with Reward Modeling in Question Answering COLING 2025
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering ACL 2025
ERU-KG: Efficient Reference-aligned Unsupervised Keyphrase Generation ACL 2025
Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval ACL 2025
ML-Promise: A Multilingual Dataset for Corporate Promise Verification EMNLP 2025
SPOT: Bridging Natural Language and Geospatial Search for Investigative Journalism ACL 2025