Information Retrieval

Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA EMNLP 2024 LEGOBench: Scientific Leaderboard Generation Benchmark EMNLP 2024 MAIR: A Massive Benchmark for Evaluating Instructed Retrieval EMNLP 2024 McCrolin: Multi-consistency Cross-lingual Training for Retrieval Question Answering EMNLP 2024 MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline EMNLP 2024 Neural Bookmarks: Information Retrieval with Deep Learning and EEG Data AAAI 2024 Numbers Matter! Bringing Quantity-awareness to Retrieval Systems EMNLP 2024 OpenResearcher: Unleashing AI for Accelerated Scientific Research EMNLP 2024 Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off AAAI 2024 Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output EMNLP 2024 QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs EMNLP 2024 Relevance-aware Diverse Query Generation for Out-of-domain Text Ranking ACL 2024 Relevance Is a Guiding Light: Relevance-aware Adaptive Learning for End-to-end Task-oriented Dialogue System EMNLP 2024 RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation EMNLP 2024 Retrieval-augmented generation in multilingual settings ACL 2024 Retrieval Evaluation for Long-Form and Knowledge-Intensive Image–Text Article Composition EMNLP 2024 Retrieval-Guided Reinforcement Learning for Boolean Circuit Minimization ICLR 2024 RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering ACL 2024 Retrieving Semantics for Fact-Checking: A Comparative Approach using CQ (Claim to Question) & AQ (Answer to Question) EMNLP 2024 Searching by Code: A New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets COLING 2024 SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings ICLR 2024 SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing ACL 2024 Spiral of Silence: How is Large Language Model Killing Information Retrieval?—A Case Study on Open Domain Question Answering ACL 2024 STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents ACL 2024 SymTax: Symbiotic Relationship and Taxonomy Fusion for Effective Citation Recommendation ACL 2024