conftrace_

retrieval-augmented generation

1592 papers

Explore in graph

Also known as

RAG

Co-occurring keywords

large language model (13587) question answering (2963) information retrieval (1514) knowledge graph (1837) retrieval augmented generation (330) language model (4599) knowledge retrieval (330) text generation (2913) in-context learning (1405) multi-hop reasoning (423)

Papers

FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference ACL 2023
Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language Models ACL 2023
Retrieval-based Evaluation for LLMs: A Case Study in Korean Legal QA EMNLP 2023
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model EMNLP 2023
Improving Image Recognition by Retrieving From Web-Scale Image-Text Data CVPR 2023
Arabic Mini-ClimateGPT : A Climate Change and Sustainability Tailored Arabic LLM EMNLP 2023
A Comprehensive Evaluation of Tool-Assisted Generation Strategies EMNLP 2023
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions EMNLP 2023
Retrieval-Augmented Chain-of-Thought in Semi-structured Domains EMNLP 2023
ExpNote: Black-box Large Language Models are better Task Solvers with Experience Notebook EMNLP 2023
Context Quality Matters in Training Fusion-in-Decoder for Extractive Open-Domain Question Answering EMNLP 2023
Exploring In-Context Learning for Knowledge Grounded Dialog Generation EMNLP 2023
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy EMNLP 2023
Diversify Question Generation with Retrieval-Augmented Style Transfer EMNLP 2023
Learning Retrieval Augmentation for Personalized Dialogue Generation 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
Retrieving Multimodal Information for Augmented Generation: A Survey EMNLP 2023
Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression EMNLP 2023
TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction EMNLP 2023
Dynamic Open-book Prompt for Conversational Recommender System EMNLP 2023
Improving Sequential Model Editing with Fact Retrieval EMNLP 2023
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt EMNLP 2023
Selective Demonstrations for Cross-domain Text-to-SQL EMNLP 2023
1-PAGER: One Pass Answer Generation and Evidence Retrieval EMNLP 2023