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information retrieval

1493 papers

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IR

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large language model (12755) question answering (2904) retrieval-augmented generation (1459) dense retrieval (270) document retrieval (226) contrastive learning (3979) language model (4573) text classification (6776) knowledge graph (1795) zero-shot learning (3637)

Papers

Ask Optimal Questions: Aligning Large Language Models with Retriever’s Preference in Conversation NAACL 2025
CSTree-SRI: Introspection-Driven Cognitive Semantic Tree for Multi-Turn Question Answering over Extra-Long Contexts ACL 2025
MMLF: Multi-query Multi-passage Late Fusion Retrieval NAACL 2025
Finding the Paper Behind the Data: Automatic Identification of Research Articles related to Data Publications IJCNLP 2025
CAIDAS at SemEval-2025 Task 7: Enriching Sparse Datasets with LLM-Generated Content for Improved Information Retrieval ACL 2025
XTR meets ColBERTv2: Adding ColBERTv2 Optimizations to XTR COLING 2025
Modeling Complex Semantics Relation with Contrastively Fine-Tuned Relational Encoders ACL 2025
GIL-IIMAS UNAM at SemEval-2025 Task 3: MeSSI: A Multilmodule System to detect hallucinated Segments in trivia-like Inquiries. ACL 2025
Are Your Keywords Like My Queries? A Corpus-Wide Evaluation of Keyword Extractors with Real Searches COLING 2025
UR2N: Unified Retriever and ReraNker COLING 2025
Graph-Augmented Open-Domain Multi-Document Summarization COLING 2025
Overview of the Fifth Workshop on Scholarly Document Processing ACL 2025
CASE: Large Scale Topic Exploitation for Decision Support Systems COLING 2025
Retrieval Models Aren’t Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models ACL 2025
ConvSearch-R1: Enhancing Query Reformulation for Conversational Search with Reasoning via Reinforcement Learning EMNLP 2025
BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language COLING 2025
DynRank: Improve Passage Retrieval with Dynamic Zero-Shot Prompting Based on Question Classification COLING 2025
Evaluating RAG Pipelines for Arabic Lexical Information Retrieval: A Comparative Study of Embedding and Generation Models COLING 2025
Multilingual Needle in a Haystack: Investigating Long-Context Behavior of Multilingual Large Language Models NAACL 2025
CAISA at SemEval-2025 Task 7: Multilingual and Cross-lingual Fact-Checked Claim Retrieval ACL 2025
Literature discovery with natural language queries ACL 2025
Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models ACL 2025
Multimodal Retrieval-Augmented Generation: Unified Information Processing Across Text, Image, Table, and Video Modalities ACL 2025
Investigating the Robustness of Retrieval-Augmented Generation at the Query Level ACL 2025
Filling the Temporal Void: Recovering Missing Publication Years in the Project Gutenberg Corpus Using LLMs ACL 2025