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Information Retrieval

2362 directly classified papers

Papers per year

Papers

Using a Language Model to Unravel Semantic Development in Children’s Use of a Dutch Perception Verb COLING 2024
WikiScenes with Descriptions: Aligning Paragraphs and Sentences with Images in Wikipedia Articles NAACL 2024
Generating Media Background Checks for Automated Source Critical Reasoning EMNLP 2024
What Is Needed for Intra-document Disambiguation of Math Identifiers? COLING 2024
BLU-SynTra: Distinguish Synergies and Trade-offs between Sustainable Development Goals Using Small Language Models COLING 2024
Vygotsky Distance: Measure for Benchmark Task Similarity COLING 2024
Planning and Editing What You Retrieve for Enhanced Tool Learning NAACL 2024
Denoising Table-Text Retrieval for Open-Domain Question Answering COLING 2024
Typos Correction Training against Misspellings from Text-to-Text Transformers COLING 2024
This Reference Does Not Exist: An Exploration of LLM Citation Accuracy and Relevance NAACL 2024
TweetTER: A Benchmark for Target Entity Retrieval on Twitter without Knowledge Bases COLING 2024
MWE-Finder: A Demonstration COLING 2024
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text NAACL 2024
Knowledge-augmented Financial Market Analysis and Report Generation EMNLP 2024
NU-RU at SemEval-2024 Task 6: Hallucination and Related Observable Overgeneration Mistake Detection Using Hypothesis-Target Similarity and SelfCheckGPT NAACL 2024
Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers NAACL 2024
Tug-of-War between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models COLING 2024
ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval COLING 2024
Optimizing LLM Based Retrieval Augmented Generation Pipelines in the Financial Domain NAACL 2024
SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing ACL 2024
Silver Retriever: Advancing Neural Passage Retrieval for Polish Question Answering COLING 2024
SilverAlign: MT-Based Silver Data Algorithm for Evaluating Word Alignment COLING 2024
EdTec-QBuilder: A Semantic Retrieval Tool for Assembling Vocational Training Exams in German Language NAACL 2024
Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output EMNLP 2024
RU22Fact: Optimizing Evidence for Multilingual Explainable Fact-Checking on Russia-Ukraine Conflict COLING 2024