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Information Retrieval

2362 directly classified papers

Papers per year

Papers

SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge NIPS 2024
Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play Approach ACL 2024
Combining Observational Data and Language for Species Range Estimation NIPS 2024
Evaluating Large Language Models on Wikipedia-Style Survey Generation ACL 2024
SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark NIPS 2024
TOREE: Evaluating Topic Relevance of Student Essays for Chinese Primary and Middle School Education ACL 2024
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation ACL 2024
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution NIPS 2024
EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems ACL 2024
Computational Methods for the Analysis of Complementizer Variability in Language and Literature: The Case of Hebrew “she-” and “ki” EMNLP 2024
MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness SEMEVAL 2024
NLP-KG: A System for Exploratory Search of Scientific Literature in Natural Language Processing ACL 2024
Enhancing Swedish Parliamentary Data: Annotation, Accessibility, and Application in Digital Humanities EMNLP 2024
Retrieving Contextual Information for Long-Form Question Answering using Weak Supervision EMNLP 2024
UAlberta at SemEval-2024 Task 1: A Potpourri of Methods for Quantifying Multilingual Semantic Textual Relatedness and Similarity SEMEVAL 2024
Streamlining Conformal Information Retrieval via Score Refinement EMNLP 2024
A Semantic Search Engine for Mathlib4 EMNLP 2024
Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature EMNLP 2024
Language Bias in Multilingual Information Retrieval: The Nature of the Beast and Mitigation Methods EMNLP 2024
Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards EMNLP 2024
Evidence Retrieval is almost All You Need for Fact Verification ACL 2024
Learning to Retrieve Iteratively for In-Context Learning EMNLP 2024
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems EMNLP 2024
silp_nlp at SemEval-2024 Task 1: Cross-lingual Knowledge Transfer for Mono-lingual Learning SEMEVAL 2024
TweetTER: A Benchmark for Target Entity Retrieval on Twitter without Knowledge Bases COLING 2024