Information Retrieval

Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval ACL 2024 LLatrieval: LLM-Verified Retrieval for Verifiable Generation NAACL 2024 LLMs as Collaborator: Demands-Guided Collaborative Retrieval-Augmented Generation for Commonsense Knowledge-Grounded Open-Domain Dialogue Systems EMNLP 2024 LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA Systems ACL 2024 Locating Information Gaps and Narrative Inconsistencies Across Languages: A Case Study of LGBT People Portrayals on Wikipedia EMNLP 2024 Logic Rules as Explanations for Legal Case Retrieval COLING 2024 LongEmbed: Extending Embedding Models for Long Context Retrieval EMNLP 2024 LoTLIP: Improving Language-Image Pre-training for Long Text Understanding NeurIPS 2024 LumberChunker: Long-Form Narrative Document Segmentation EMNLP 2024 M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation ACL 2024 MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness SemEval 2024 MAIR: A Massive Benchmark for Evaluating Instructed Retrieval EMNLP 2024 Make Your LLM Fully Utilize the Context NeurIPS 2024 Making Retrieval-Augmented Language Models Robust to Irrelevant Context ICLR 2024 MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin ACL 2024 Matryoshka-Adaptor: Unsupervised and Supervised Tuning for Smaller Embedding Dimensions EMNLP 2024 Maven at MEDIQA-CORR 2024: Leveraging RAG and Medical LLM for Error Detection and Correction in Medical Notes NAACL 2024 MC-indexing: Effective Long Document Retrieval via Multi-view Content-aware Indexing EMNLP 2024 MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline EMNLP 2024 Methods, Applications, and Directions of Learning-to-Rank in NLP Research NAACL 2024 mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval EMNLP 2024 MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion NAACL 2024 MISSION at KSAA-CAD 2024: AraT5 with Arabic Reverse Dictionary ACL 2024 Mitigating the Impact of False Negative in Dense Retrieval with Contrastive Confidence Regularization AAAI 2024 Modality-Aware Representation Learning for Zero-Shot Sketch-Based Image Retrieval WACV 2024