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Information Retrieval

2362 directly classified papers

Papers per year

Papers

PairDistill: Pairwise Relevance Distillation for Dense Retrieval EMNLP 2024
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate Disclosures EMNLP 2024
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection ACL 2024
Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering EMNLP 2024
MAIR: A Massive Benchmark for Evaluating Instructed Retrieval EMNLP 2024
Bridging Cultures in the Kitchen: A Framework and Benchmark for Cross-Cultural Recipe Retrieval EMNLP 2024
Generative Retrieval Meets Multi-Graded Relevance NIPS 2024
Synthetic Context with LLM for Entity Linking from Scientific Tables ACL 2024
Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts? ACL 2024
You Make me Feel like a Natural Question: Training QA Systems on Transformed Trivia Questions EMNLP 2024
NU-RU at SemEval-2024 Task 6: Hallucination and Related Observable Overgeneration Mistake Detection Using Hypothesis-Target Similarity and SelfCheckGPT NAACL 2024
Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval NAACL 2024
Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records NAACL 2024
Methods, Applications, and Directions of Learning-to-Rank in NLP Research NAACL 2024
Maven at MEDIQA-CORR 2024: Leveraging RAG and Medical LLM for Error Detection and Correction in Medical Notes NAACL 2024
Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting NAACL 2024
It’s All Relative! – A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction NAACL 2024
LitSearch: A Retrieval Benchmark for Scientific Literature Search EMNLP 2024
Overview of the 2024 Shared Task on Chemotherapy Treatment Timeline Extraction NAACL 2024
Retrieval-augmented generation in multilingual settings ACL 2024
NevIR: Negation in Neural Information Retrieval EACL 2024
Empowering Air Travelers: A Chatbot for Canadian Air Passenger Rights EMNLP 2024
Improve Dense Passage Retrieval with Entailment Tuning EMNLP 2024
ARL2: Aligning Retrievers with Black-box Large Language Models via Self-guided Adaptive Relevance Labeling ACL 2024
Matryoshka-Adaptor: Unsupervised and Supervised Tuning for Smaller Embedding Dimensions EMNLP 2024