conftrace_

retrieval-augmented generation

1592 papers

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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

Read before Generate! Faithful Long Form Question Answering with Machine Reading ACL 2022
Generating Biographies on Wikipedia: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies ACL 2022
Beyond Goldfish Memory: Long-Term Open-Domain Conversation ACL 2022
Fast Nearest Neighbor Machine Translation ACL 2022
What Makes Good In-Context Examples for GPT-3? ACL 2022
Retrieval Data Augmentation Informed by Downstream Question Answering Performance ACL 2022
Understanding and Improving the Exemplar-based Generation for Open-domain Conversation ACL 2022
Retrieval-guided Counterfactual Generation for QA ACL 2022
RetroNLU: Retrieval Augmented Task-Oriented Semantic Parsing ACL 2022
ReACC: A Retrieval-Augmented Code Completion Framework ACL 2022
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training NAACL 2022
FRUIT: Faithfully Reflecting Updated Information in Text NAACL 2022
CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation EMNLP 2022
Multi-Domain Dialogue State Tracking By Neural-Retrieval Augmentation AACL 2022
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data ACL 2022
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer EMNLP 2022
RACE: Retrieval-augmented Commit Message Generation EMNLP 2022
BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature EMNLP 2022
TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Base EMNLP 2022
KGI: An Integrated Framework for Knowledge Intensive Language Tasks EMNLP 2022
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model EMNLP 2022
Unbabel-IST at the WMT Chat Translation Shared Task EMNLP 2022
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue EMNLP 2022
MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text EMNLP 2022
Re2G: Retrieve, Rerank, Generate NAACL 2022