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Retrieval-Augmented Generation

573 papers

Papers per year

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Papers

Self-Knowledge Guided Retrieval Augmentation for Large Language Models EMNLP 2023
Improving Sequential Model Editing with Fact Retrieval EMNLP 2023
PersonaLM: Language Model Personalization via Domain-distributed Span Aggregated K-Nearest N-gram Retrieval Augmentation EMNLP 2023
Noisy Pair Corrector for Dense Retrieval EMNLP 2023
Context Quality Matters in Training Fusion-in-Decoder for Extractive Open-Domain Question Answering EMNLP 2023
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt EMNLP 2023
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions EMNLP 2023
Gradually Excavating External Knowledge for Implicit Complex Question Answering EMNLP 2023
AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages EMNLP 2023
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model EMNLP 2023
Retrieval-based Evaluation for LLMs: A Case Study in Korean Legal QA EMNLP 2023
Retrieval-Augmented Chain-of-Thought in Semi-structured Domains EMNLP 2023
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model ICCV 2023
A Statistical Perspective on Retrieval-Based Models ICML 2023
Large Language Models Struggle to Learn Long-Tail Knowledge ICML 2023
On Monotonic Aggregation for Open-domain QA INTERSPEECH 2023
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition SEMEVAL 2023
Large-Scale Retrieval for Reinforcement Learning NIPS 2022
Transformer Memory as a Differentiable Search Index NIPS 2022
KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation AAAI 2022
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data ACL 2022
Beyond Goldfish Memory: Long-Term Open-Domain Conversation ACL 2022
A Statutory Article Retrieval Dataset in French ACL 2022
Fast Nearest Neighbor Machine Translation ACL 2022
Read before Generate! Faithful Long Form Question Answering with Machine Reading ACL 2022