Information Retrieval

Retrieval is Accurate Generation ICLR 2024 Retrieval meets Long Context Large Language Models ICLR 2024 RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering ACL 2024 Retrieving Contextual Information for Long-Form Question Answering using Weak Supervision EMNLP 2024 Retrieving Semantics for Fact-Checking: A Comparative Approach using CQ (Claim to Question) & AQ (Answer to Question) EMNLP 2024 Revisiting Query Variation Robustness of Transformer Models EMNLP 2024 Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search ACL 2024 RRADistill: Distilling LLMs’ Passage Ranking Ability for Long-Tail Queries Document Re-Ranking on a Search Engine EMNLP 2024 RU22Fact: Optimizing Evidence for Multilingual Explainable Fact-Checking on Russia-Ukraine Conflict COLING 2024 Satyrn: A Platform for Analytics Augmented Generation EMNLP 2024 Scaling Retrieval-Based Language Models with a Trillion-Token Datastore NeurIPS 2024 SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval ACL 2024 Search-Adaptor: Embedding Customization for Information Retrieval ACL 2024 Searching for Best Practices in Retrieval-Augmented Generation EMNLP 2024 SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge NeurIPS 2024 SecureSQL: Evaluating Data Leakage of Large Language Models as Natural Language Interfaces to Databases EMNLP 2024 Self-Retrieval: End-to-End Information Retrieval with One Large Language Model NeurIPS 2024 Semantic Labels-Aware Transformer Model for Searching Over a Large Collection of Lecture-Slides WACV 2024 silp_nlp at SemEval-2024 Task 1: Cross-lingual Knowledge Transfer for Mono-lingual Learning SemEval 2024 SilverAlign: MT-Based Silver Data Algorithm for Evaluating Word Alignment COLING 2024 Silver Retriever: Advancing Neural Passage Retrieval for Polish Question Answering COLING 2024 SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark NeurIPS 2024 Socio-political Events of Conflict and Unrest: A Survey of Available Datasets EACL 2024 Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary Creation NAACL 2024 SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing ACL 2024