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Retrieval-Augmented Generation

603 directly classified papers

Papers per year

Papers

A Closer Look at k-Nearest Neighbors Grammatical Error Correction ACL 2023
Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models EMNLP 2023
QTSumm: Query-Focused Summarization over Tabular Data EMNLP 2023
How Does Generative Retrieval Scale to Millions of Passages? EMNLP 2023
QUILL: Query Intent with Large Language Models using Retrieval Augmentation and Multi-stage Distillation EMNLP 2022
When Language Model Meets Private Library EMNLP 2022
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue EMNLP 2022
KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation AAAI 2022
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? EMNLP 2022
Open Domain Question Answering with A Unified Knowledge Interface ACL 2022
Beyond Goldfish Memory: Long-Term Open-Domain Conversation ACL 2022
ReACC: A Retrieval-Augmented Code Completion Framework ACL 2022
Generating Biographies on Wikipedia: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies ACL 2022
A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models ACL 2022
Knowledge-Augmented Methods for Natural Language Processing ACL 2022
Document Retrieval and Claim Verification to Mitigate COVID-19 Misinformation ACL 2022
A Knowledge storage and semantic space alignment Method for Multi-documents dialogue generation ACL 2022
Docalog: Multi-document Dialogue System using Transformer-based Span Retrieval ACL 2022
R3 : Refined Retriever-Reader pipeline for Multidoc2dial ACL 2022
DialDoc 2022 Shared Task: Open-Book Document-grounded Dialogue Modeling ACL 2022
RetroNLU: Retrieval Augmented Task-Oriented Semantic Parsing ACL 2022
Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence EMNLP 2022
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer EMNLP 2022
Efficient Machine Translation Domain Adaptation ACL 2022
Retrieval-Augmented Diffusion Models NIPS 2022