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information retrieval

1493 papers

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Also known as

IR

Co-occurring keywords

large language model (12755) question answering (2904) retrieval-augmented generation (1459) dense retrieval (270) document retrieval (226) contrastive learning (3979) language model (4573) text classification (6776) knowledge graph (1795) zero-shot learning (3637)

Papers

DADA: Distribution-Aware Domain Adaptation of PLMs for Information Retrieval ACL 2024
Using Information Retrieval Techniques to Automatically Repurpose Existing Dialogue Datasets for Safe Chatbot Development COLING 2024
Evidence Retrieval is almost All You Need for Fact Verification ACL 2024
EcoRank: Budget-Constrained Text Re-ranking Using Large Language Models ACL 2024
Socio-political Events of Conflict and Unrest: A Survey of Available Datasets EACL 2024
Large Language Models Can Learn Representation in Natural Language ACL 2024
Searching by Code: A New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets COLING 2024
SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels COLING 2024
Search-Adaptor: Embedding Customization for Information Retrieval ACL 2024
Learning to Rank in Generative Retrieval AAAI 2024
Spiral of Silence: How is Large Language Model Killing Information Retrieval?—A Case Study on Open Domain Question Answering ACL 2024
Document Set Expansion with Positive-Unlabeled Learning Using Intractable Density Estimation COLING 2024
Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers NAACL 2024
Interpreting Conversational Dense Retrieval by Rewriting-Enhanced Inversion of Session Embedding ACL 2024
IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian Languages ACL 2024
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification EACL 2024
Answering legal questions from laymen in German civil law system EACL 2024
MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model ACL 2024
Never Lost in the Middle: Mastering Long-Context Question Answering with Position-Agnostic Decompositional Training ACL 2024
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration ACL 2024
Fréchet Distance for Offline Evaluation of Information Retrieval Systems with Sparse Labels EACL 2024
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation ACL 2024
Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction ACL 2024
Methods, Applications, and Directions of Learning-to-Rank in NLP Research NAACL 2024
SEGMENT+: Long Text Processing with Short-Context Language Models EMNLP 2024