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Retrieval-Augmented Generation

603 directly classified papers

Papers per year

Papers

Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework EMNLP 2024
Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts EMNLP 2024
EvoR: Evolving Retrieval for Code Generation EMNLP 2024
Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases EMNLP 2024
QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism EMNLP 2024
Context-Driven Index Trimming: A Data Quality Perspective to Enhancing Precision of RALMs EMNLP 2024
LumberChunker: Long-Form Narrative Document Segmentation EMNLP 2024
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation EMNLP 2024
QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs EMNLP 2024
Exploring Hint Generation Approaches for Open-Domain Question Answering EMNLP 2024
Optimizing Retrieval-augmented Reader Models via Token Elimination EMNLP 2023
Diversify Question Generation with Retrieval-Augmented Style Transfer EMNLP 2023
Fast and Accurate Factual Inconsistency Detection Over Long Documents EMNLP 2023
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories EMNLP 2023
Towards Example-Based NMT with Multi-Levenshtein Transformers EMNLP 2023
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation EMNLP 2023
Learning Retrieval Augmentation for Personalized Dialogue Generation EMNLP 2023
Human Learning by Model Feedback: The Dynamics of Iterative Prompting with Midjourney EMNLP 2023
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning EMNLP 2023
Query Rewriting in Retrieval-Augmented Large Language Models EMNLP 2023
Open-Ended Instructable Embodied Agents with Memory-Augmented Large Language Models EMNLP 2023
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence EMNLP 2023
Retrieving Multimodal Information for Augmented Generation: A Survey EMNLP 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