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

Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023
RINK: Reader-Inherited Evidence Reranker for Table-and-Text Open Domain Question Answering AAAI 2023
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense NIPS 2023
PK-ICR: Persona-Knowledge Interactive Multi-Context Retrieval for Grounded Dialogue EMNLP 2023
RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling EMNLP 2023
Search Augmented Instruction Learning EMNLP 2023
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition SEMEVAL 2023
DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept Relationships ACL 2023
DelucionQA: Detecting Hallucinations in Domain-specific Question Answering EMNLP 2023
ReFSQL: A Retrieval-Augmentation Framework for Text-to-SQL Generation EMNLP 2023
CarExpert: Leveraging Large Language Models for In-Car Conversational Question Answering EMNLP 2023
Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering EMNLP 2023
VIST5: An Adaptive, Retrieval-Augmented Language Model for Visualization-oriented Dialog EMNLP 2023
RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language Models EMNLP 2023
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation EMNLP 2023
Expository Text Generation: Imitate, Retrieve, Paraphrase EMNLP 2023
Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study EMNLP 2023
Enabling Large Language Models to Generate Text with Citations EMNLP 2023
Query Rewriting in Retrieval-Augmented Large Language Models EMNLP 2023
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation EMNLP 2023
DUnE: Dataset for Unified Editing EMNLP 2023
Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models EMNLP 2023
IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions EMNLP 2023
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence EMNLP 2023
Multimedia Generative Script Learning for Task Planning ACL 2023