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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

Typos Correction Training against Misspellings from Text-to-Text Transformers COLING 2024
D2LLM: Decomposed and Distilled Large Language Models for Semantic Search ACL 2024
Asking More Informative Questions for Grounded Retrieval NAACL 2024
Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval NAACL 2024
Triple-R: Automatic Reasoning for Fact Verification Using Language Models COLING 2024
This Reference Does Not Exist: An Exploration of LLM Citation Accuracy and Relevance NAACL 2024
ARL2: Aligning Retrievers with Black-box Large Language Models via Self-guided Adaptive Relevance Labeling ACL 2024
Neural Bookmarks: Information Retrieval with Deep Learning and EEG Data AAAI 2024
CoSAEmb: Contrastive Section-aware Aspect Embeddings for Scientific Articles ACL 2024
Engineering Conversational Search Systems: A Review of Applications, Architectures, and Functional Components ACL 2024
Disentangling Questions from Query Generation for Task-Adaptive Retrieval EMNLP 2024
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian Philosophy ACL 2024
Measuring and Addressing Indexical Bias in Information Retrieval ACL 2024
Analyze, Generate and Refine: Query Expansion with LLMs for Zero-Shot Open-Domain QA ACL 2024
A Two-Stage Adaptation of Large Language Models for Text Ranking ACL 2024
Post-Hoc Answer Attribution for Grounded and Trustworthy Long Document Comprehension: Task, Insights, and Challenges NAACL 2024
Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction ACL 2024
Benchmarking Retrieval-Augmented Generation for Medicine ACL 2024
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation ACL 2024
Plot Retrieval as an Assessment of Abstract Semantic Association ACL 2024
Synergistic Interplay between Search and Large Language Models for Information Retrieval ACL 2024
Generative Multi-Modal Knowledge Retrieval with Large Language Models AAAI 2024
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning ACL 2024
Generative Retrieval Meets Multi-Graded Relevance NIPS 2024
Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-Hoc Retrieval AAAI 2024