conftrace_

retrieval augmentation

139 papers

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Also known as

RA

Co-occurring keywords

retrieval-augmented generation (1592) large language model (13587) question answering (2963) information retrieval (1514) knowledge retrieval (330) multimodal learning (4645) in-context learning (1405) domain adaptation (4595) zero-shot learning (3650) language model (4599)

Papers

PAELLA: Parameter-Efficient Lightweight Language-Agnostic Captioning Model NAACL 2024
Optimizing Chinese Lexical Simplification Across Word Types: A Hybrid Approach EMNLP 2024
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records ACL 2024
Molecule Generation with Fragment Retrieval Augmentation NIPS 2024
On Retrieval Augmentation and the Limitations of Language Model Training NAACL 2024
When Do LLMs Need Retrieval Augmentation? Mitigating LLMs’ Overconfidence Helps Retrieval Augmentation ACL 2024
More room for language: Investigating the effect of retrieval on language models NAACL 2024
Dataflow-Guided Retrieval Augmentation for Repository-Level Code Completion ACL 2024
Planning and Editing What You Retrieve for Enhanced Tool Learning NAACL 2024
Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models ACL 2024
Retrieval & Fine-Tuning for In-Context Tabular Models NIPS 2024
MEMORY-VQ: Compression for Tractable Internet-Scale Memory NAACL 2024
Retrieval-Augmented Multiple Instance Learning NIPS 2023
Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking ACL 2023
Retrieval-Augmented Parsing for Complex Graphs by Exploiting Structure and Uncertainty EMNLP 2023
Retrieval-Augmented Few-shot Text Classification EMNLP 2023
Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering EMNLP 2023
EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation EMNLP 2023
TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction EMNLP 2023
Self-Knowledge Guided Retrieval Augmentation for Large Language Models EMNLP 2023
PersonaLM: Language Model Personalization via Domain-distributed Span Aggregated K-Nearest N-gram Retrieval Augmentation EMNLP 2023
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning EMNLP 2023
SmallCap: Lightweight Image Captioning Prompted With Retrieval Augmentation CVPR 2023
Large Language Models Struggle to Learn Long-Tail Knowledge ICML 2023
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model ICCV 2023