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Retrieval-Augmented Generation

573 directly classified papers

Papers per year

Papers

Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation ACL 2023
When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories ACL 2023
OpenICL: An Open-Source Framework for In-context Learning ACL 2023
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model ICCV 2023
Self-Supervised Sentence Polishing by Adding Engaging Modifiers ACL 2023
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023
On Monotonic Aggregation for Open-domain QA INTERSPEECH 2023
Predicting Numerals in Text Using Nearest Neighbor Language Models ACL 2023
Strong and Efficient Baselines for Open Domain Conversational Question Answering EMNLP 2023
Retrieval-Augmented Parsing for Complex Graphs by Exploiting Structure and Uncertainty EMNLP 2023
Improving Sequential Model Editing with Fact Retrieval EMNLP 2023
From Relevance to Utility: Evidence Retrieval with Feedback for Fact Verification EMNLP 2023
Retrieval-Augmented Few-shot Text Classification EMNLP 2023
Auto Search Indexer for End-to-End Document Retrieval EMNLP 2023
EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation EMNLP 2023
An Intent-based and Annotation-free Method for Duplicate Question Detection in CQA Forums EMNLP 2023
Epsilon Sampling Rocks: Investigating Sampling Strategies for Minimum Bayes Risk Decoding for Machine Translation EMNLP 2023
Retrieval-Augmented Reinforcement Learning ICML 2022
Reciprocal Learning of Knowledge Retriever and Response Ranker for Knowledge-Grounded Conversations COLING 2022
Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation COLING 2022
Augmentation, Retrieval, Generation: Event Sequence Prediction with a Three-Stage Sequence-to-Sequence Approach COLING 2022
Domain-Specific NER via Retrieving Correlated Samples COLING 2022
CausalQA: A Benchmark for Causal Question Answering COLING 2022
Transformer Memory as a Differentiable Search Index NIPS 2022
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks NAACL 2022