retrieval augmented generation

317 papers

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Also known as

RAG RALM

Co-occurring keywords

large language model (12755) retrieval-augmented generation (1459) question answering (2904) information retrieval (1493) language model (4573) domain adaptation (4578) in-context learning (1369) multimodal learning (4622) knowledge retrieval (328) knowledge graph (1795)

Papers

Retrieving Semantics for Fact-Checking: A Comparative Approach using CQ (Claim to Question) & AQ (Answer to Question) EMNLP 2024

RAG-Fusion Based Information Retrieval for Fact-Checking EMNLP 2024

Knowledge Graph Prompting for Multi-Document Question Answering AAAI 2024

Retrieval Augmented Generation of Subjective Explanations for Socioeconomic Scenarios NAACL 2024

TOPICAL: TOPIC Pages AutomagicaLly NAACL 2024

Online Adaptation of Language Models with a Memory of Amortized Contexts NIPS 2024

AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases NIPS 2024

Infrrd.ai at SemEval-2024 Task 7: RAG-based end-to-end training to generate headlines and numbers NAACL 2024

Infrrd.ai at SemEval-2024 Task 7: RAG-based end-to-end training to generate headlines and numbers SEMEVAL 2024

Syntax-Aware Retrieval Augmented Code Generation EMNLP 2023

Active Retrieval Augmented Generation EMNLP 2023

Predicting Numerals in Text Using Nearest Neighbor Language Models ACL 2023

Crosslingual Retrieval Augmented In-context Learning for Bangla EMNLP 2023

TSTR: Target Similarity Tuning Meets the Real World EMNLP 2023

LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting ACL 2023

LI-RAGE: Late Interaction Retrieval Augmented Generation with Explicit Signals for Open-Domain Table Question Answering ACL 2023

Learning Answer Generation using Supervision from Automatic Question Answering Evaluators ACL 2023

Retrieval-based Evaluation for LLMs: A Case Study in Korean Legal QA EMNLP 2023

Improving Retrieval Augmented Neural Machine Translation by Controlling Source and Fuzzy-Match Interactions EACL 2023

Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models MLHC 2023

Search Augmented Instruction Learning EMNLP 2023

Enhanced Training Methods for Multiple Languages ACL 2023

GRACE: Gradient-guided Controllable Retrieval for Augmenting Attribute-based Text Generation ACL 2023

Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages ACL 2023

Subset Retrieval Nearest Neighbor Machine Translation ACL 2023