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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

LLatrieval: LLM-Verified Retrieval for Verifiable Generation NAACL 2024
Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers NAACL 2024
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval NAACL 2024
Pre-trained Language Models for Entity Blocking: A Reproducibility Study 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
Methods, Applications, and Directions of Learning-to-Rank in NLP Research NAACL 2024
Asking More Informative Questions for Grounded Retrieval NAACL 2024
Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval NAACL 2024
This Reference Does Not Exist: An Exploration of LLM Citation Accuracy and Relevance NAACL 2024
AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete Dataset EMNLP 2024
RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance EMNLP 2024
Denoising Attention for Query-aware User Modeling NAACL 2024
Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation NAACL 2024
OpenResearcher: Unleashing AI for Accelerated Scientific Research EMNLP 2024
IITD at SemEval-2023 Task 2: A Multi-Stage Information Retrieval Approach for Fine-Grained Named Entity Recognition SEMEVAL 2023
HypeR: Multitask Hyper-Prompted Training Enables Large-Scale Retrieval Generalization ICLR 2023
A Statistical Perspective on Retrieval-Based Models ICML 2023
Improving Dual-Encoder Training through Dynamic Indexes for Negative Mining AISTATS 2023
Nonparametric Masked Language Modeling ACL 2023
Stance-Aware Re-Ranking for Non-factual Comparative Queries EMNLP 2023
On Monotonic Aggregation for Open-domain QA INTERSPEECH 2023
Joint Learning for Legal Text Retrieval and Textual Entailment: Leveraging the Relationship between Relevancy and Affirmation EMNLP 2023
Fair Neighbor Embedding ICML 2023
Decomposing Complex Queries for Tip-of-the-tongue Retrieval EMNLP 2023