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Retrieval-Augmented Generation

603 directly classified papers

Papers per year

Papers

Multiview Identifiers Enhanced Generative Retrieval ACL 2023
Learning Answer Generation using Supervision from Automatic Question Answering Evaluators ACL 2023
RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation ACL 2023
End-to-end Knowledge Retrieval with Multi-modal Queries ACL 2023
When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories ACL 2023
Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions ACL 2023
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval ACL 2023
On Complementarity Objectives for Hybrid Retrieval ACL 2023
QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations ACL 2023
Ambiguous Learning from Retrieval: Towards Zero-shot Semantic Parsing ACL 2023
LI-RAGE: Late Interaction Retrieval Augmented Generation with Explicit Signals for Open-Domain Table Question Answering ACL 2023
A Study on the Efficiency and Generalization of Light Hybrid Retrievers ACL 2023
S3HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering ACL 2023
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023
Universal Information Extraction with Meta-Pretrained Self-Retrieval ACL 2023
Making Better Use of Training Corpus: Retrieval-based Aspect Sentiment Triplet Extraction via Label Interpolation ACL 2023
Retrieval-Based Transformer for Table Augmentation ACL 2023
Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning ACL 2023
Meta-training with Demonstration Retrieval for Efficient Few-shot Learning ACL 2023
When to Read Documents or QA History: On Unified and Selective Open-domain QA ACL 2023
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages ACL 2023
GRACE: Gradient-guided Controllable Retrieval for Augmenting Attribute-based Text Generation ACL 2023
Retrieval-augmented Video Encoding for Instructional Captioning ACL 2023
Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive Tasks ACL 2023
Hybrid and Collaborative Passage Reranking ACL 2023