Information Retrieval

The Power of Simplicity in LLM-Based Event Forecasting ACL 2025 The Ranking Blind Spot: Decision Hijacking in LLM-based Text Ranking EMNLP 2025 The Rotary Position Embedding May Cause Dimension Inefficiency in Attention Heads for Long-Distance Retrieval ACL 2025 ThinkQE: Query Expansion via an Evolving Thinking Process EMNLP 2025 TIFIN India at SemEval-2025: Harnessing Translation to Overcome Multilingual IR Challenges in Fact-Checked Claim Retrieval SemEval 2025 TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG EMNLP 2025 Token-level Proximal Policy Optimization for Query Generation EMNLP 2025 ToolReAGt: Tool Retrieval for LLM-based Complex Task Solution via Retrieval Augmented Generation ACL 2025 Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks COLING 2025 Towards AI-assisted Academic Writing NAACL 2025 Towards Boosting LLMs-driven Relevance Modeling with Progressive Retrieved Behavior-augmented Prompting COLING 2025 Towards Multi-Document Question Answering in Scientific Literature: Pipeline, Dataset, and Evaluation EMNLP 2025 Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark CVPR 2025 Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications ACL 2025 Towards Practical and Knowledgeable LLMs for a Multilingual World: A Thesis Proposal NAACL 2025 Towards Reliable Retrieval in RAG Systems for Large Legal Datasets EMNLP 2025 Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings ACL 2025 Towards Text-Image Interleaved Retrieval ACL 2025 Tracking and Identifying International Propaganda and Influence Networks Online AAAI 2025 tRAG: Term-level Retrieval-Augmented Generation for Domain-Adaptive Retrieval NAACL 2025 Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models EMNLP 2025 Training of LLM-Based List-Wise Multilingual Reranker EMNLP 2025 Transfer-Aware Data Selection for Domain Adaptation in Text Retrieval EMNLP 2025 Transforming adaptation tracking: benchmarking Transformer-based NLP approaches to retrieve adaptation-relevant information from climate policy text ACL 2025 Transparent Reference-free Automated Evaluation of Open-Ended User Survey Responses EMNLP 2025