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Information Retrieval

2362 directly classified papers

Papers per year

Papers

ClinicalRAG: Enhancing Clinical Decision Support through Heterogeneous Knowledge Retrieval ACL 2024
SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval ACL 2024
Detecting Narrative Patterns in Biblical Hebrew and Greek ACL 2024
M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation ACL 2024
Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play Approach ACL 2024
Analyze, Generate and Refine: Query Expansion with LLMs for Zero-Shot Open-Domain QA ACL 2024
Relevance-aware Diverse Query Generation for Out-of-domain Text Ranking ACL 2024
Tug-of-War between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models COLING 2024
TweetTER: A Benchmark for Target Entity Retrieval on Twitter without Knowledge Bases COLING 2024
ELLA: Empowering LLMs for Interpretable, Accurate and Informative Legal Advice ACL 2024
Plot Retrieval as an Assessment of Abstract Semantic Association ACL 2024
Overview of the Context24 Shared Task on Contextualizing Scientific Claims ACL 2024
ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval COLING 2024
Legal Case Retrieval: A Survey of the State of the Art ACL 2024
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation ACL 2024
Twente-BMS-NLP at PerspectiveArg 2024: Combining Bi-Encoder and Cross-Encoder for Argument Retrieval ACL 2024
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution NIPS 2024
How Good is Zero-Shot MT Evaluation for Low Resource Indian Languages? ACL 2024
GenGO: ACL Paper Explorer with Semantic Features ACL 2024
EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems ACL 2024
DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation ACL 2024
MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness SEMEVAL 2024
NLP-KG: A System for Exploratory Search of Scientific Literature in Natural Language Processing ACL 2024
Mitigating the Impact of False Negative in Dense Retrieval with Contrastive Confidence Regularization AAAI 2024
UAlberta at SemEval-2024 Task 1: A Potpourri of Methods for Quantifying Multilingual Semantic Textual Relatedness and Similarity SEMEVAL 2024