Information Retrieval

Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation EMNLP 2024 MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model ACL 2024 MTA4DPR: Multi-Teaching-Assistants Based Iterative Knowledge Distillation for Dense Passage Retrieval EMNLP 2024 MultiContrievers: Analysis of Dense Retrieval Representations EMNLP 2024 Multi-Granularity Fusion Text Semantic Matching Based on WoBERT COLING 2024 Multi-hop Evidence Pursuit Meets the Web: Team Papelo at FEVER 2024 EMNLP 2024 Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering EMNLP 2024 Multi-Loss Fusion: Angular and Contrastive Integration for Machine-Generated Text Detection EMNLP 2024 MUVERA: Multi-Vector Retrieval via Fixed Dimensional Encoding NeurIPS 2024 MWE-Finder: A Demonstration COLING 2024 Nearest Neighbor Speculative Decoding for LLM Generation and Attribution NeurIPS 2024 Neural Bookmarks: Information Retrieval with Deep Learning and EEG Data AAAI 2024 NevIR: Negation in Neural Information Retrieval EACL 2024 NLP-KG: A System for Exploratory Search of Scientific Literature in Natural Language Processing ACL 2024 Numbers Matter! Bringing Quantity-awareness to Retrieval Systems EMNLP 2024 OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs EMNLP 2024 On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models ACL 2024 OpenMSD: Towards Multilingual Scientific Documents Similarity Measurement COLING 2024 OpenTab: Advancing Large Language Models as Open-domain Table Reasoners ICLR 2024 Optimizing Code Retrieval: High-Quality and Scalable Dataset Annotation through Large Language Models EMNLP 2024 Optimizing LLM Based Retrieval Augmented Generation Pipelines in the Financial Domain NAACL 2024 Overview of the 2024 Shared Task on Chemotherapy Treatment Timeline Extraction NAACL 2024 Overview of the Context24 Shared Task on Contextualizing Scientific Claims ACL 2024 Overview of the Fourth Workshop on Scholarly Document Processing ACL 2024 PairDistill: Pairwise Relevance Distillation for Dense Retrieval EMNLP 2024