Information Retrieval

TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation EMNLP 2024 Tracing the Genealogies of Ideas with Sentence Embeddings EMNLP 2024 Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems ACL 2024 Translate Meanings, Not Just Words: IdiomKB’s Role in Optimizing Idiomatic Translation with Language Models AAAI 2024 TriSampler: A Better Negative Sampling Principle for Dense Retrieval AAAI 2024 TRoTR: A Framework for Evaluating the Re-contextualization of Text Reuse EMNLP 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 Twente-BMS-NLP at PerspectiveArg 2024: Combining Bi-Encoder and Cross-Encoder for Argument Retrieval ACL 2024 Typos Correction Training against Misspellings from Text-to-Text Transformers COLING 2024 UAlberta at SemEval-2024 Task 1: A Potpourri of Methods for Quantifying Multilingual Semantic Textual Relatedness and Similarity SemEval 2024 UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-World Document Analysis NeurIPS 2024 Uncovering Limitations of Large Language Models in Information Seeking from Tables ACL 2024 Unified Active Retrieval for Retrieval Augmented Generation EMNLP 2024 Unifying Multimodal Retrieval via Document Screenshot Embedding EMNLP 2024 UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models AAAI 2024 UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval COLING 2024 Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models ACL 2024 Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation ACL 2024 Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrieval EMNLP 2024 Upgrading Search Applications in the Era of LLMs: A Demonstration with Practical Lessons IJCAI 2024 UQE: A Query Engine for Unstructured Databases NeurIPS 2024 Using a Language Model to Unravel Semantic Development in Children’s Use of a Dutch Perception Verb COLING 2024 Verifiable Generation with Subsentence-Level Fine-Grained Citations ACL 2024 VERIFIED: A Video Corpus Moment Retrieval Benchmark for Fine-Grained Video Understanding NeurIPS 2024