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Retrieval-Augmented Generation

573 directly classified papers

Papers per year

Papers

Knowledge Graph-augmented Language Models for Complex Question Answering ACL 2023
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition ACL 2023
Predictive Chemistry Augmented with Text Retrieval EMNLP 2023
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL EMNLP 2023
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition SEMEVAL 2023
ToolQA: A Dataset for LLM Question Answering with External Tools NIPS 2023
Crossing the Threshold: Idiomatic Machine Translation through Retrieval Augmentation and Loss Weighting EMNLP 2023
Retrieval-augmented Image Captioning EACL 2023
Learning to Retrieve Engaging Follow-Up Queries EACL 2023
PK-ICR: Persona-Knowledge Interactive Multi-Context Retrieval for Grounded Dialogue EMNLP 2023
WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia EMNLP 2023
Search Augmented Instruction Learning EMNLP 2023
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence EMNLP 2023
Merging Generated and Retrieved Knowledge for Open-Domain QA EMNLP 2023
PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter EMNLP 2023
Self-Knowledge Guided Retrieval Augmentation for Large Language Models EMNLP 2023
Towards a Unified Framework for Reference Retrieval and Related Work Generation EMNLP 2023
How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval EMNLP 2023
Machine Reading Comprehension using Case-based Reasoning EMNLP 2023
Domain Adaptation for Conversational Query Production with the RAG Model Feedback EMNLP 2023
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt EMNLP 2023
RPA: Reasoning Path Augmentation in Iterative Retrieving for Multi-Hop QA AAAI 2023
A Statistical Perspective on Retrieval-Based Models ICML 2023
Large Language Models Struggle to Learn Long-Tail Knowledge ICML 2023
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In ACL 2023