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Information Retrieval

2362 directly classified papers

Papers per year

Papers

Question-Based Retrieval using Atomic Units for Enterprise RAG EMNLP 2024
Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrieval EMNLP 2024
Do Metadata and Appearance of the Retrieved Webpages Affect LLM’s Reasoning in Retrieval-Augmented Generation? EMNLP 2024
Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs EMNLP 2024
Semantic Labels-Aware Transformer Model for Searching Over a Large Collection of Lecture-Slides WACV 2024
Dunamu-ml’s Submissions on AVERITEC Shared Task EMNLP 2024
Attributed Question Answering for Preconditions in the Dutch Law EMNLP 2024
Towards a Complete Benchmark on Video Moment Localization AISTATS 2024
Holistic Features are almost Sufficient for Text-to-Video Retrieval CVPR 2024
Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP EMNLP 2024
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM COLING 2024
RADCoT: Retrieval-Augmented Distillation to Specialization Models for Generating Chain-of-Thoughts in Query Expansion COLING 2024
OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs EMNLP 2024
Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems ACL 2024
PIRB: A Comprehensive Benchmark of Polish Dense and Hybrid Text Retrieval Methods COLING 2024
Retrieval-augmented generation in multilingual settings ACL 2024
OpenMSD: Towards Multilingual Scientific Documents Similarity Measurement COLING 2024
Multi-Granularity Fusion Text Semantic Matching Based on WoBERT COLING 2024
Logic Rules as Explanations for Legal Case Retrieval COLING 2024
Beyond Retrieval: Topic-based Alignment of Scientific Papers to Research Proposal ACL 2024
Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers EMNLP 2024
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions COLING 2024
Knowledge Enhanced Pre-training for Cross-lingual Dense Retrieval COLING 2024
Synthetic Context with LLM for Entity Linking from Scientific Tables ACL 2024
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning EMNLP 2024