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

ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate Disclosures EMNLP 2024

SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge NIPS 2024

ESG Accountability Made Easy: DocQA at Your Service AAAI 2024

GEAR-Up: Generative AI and External Knowledge-Based Retrieval: Upgrading Scholarly Article Searches for Systematic Reviews AAAI 2024

SciSpace Copilot: Empowering Researchers through Intelligent Reading Assistance AAAI 2024

JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-Tuning ACL 2024

My Climate Advisor: An Application of NLP in Climate Adaptation for Agriculture ACL 2024

REANO: Optimising Retrieval-Augmented Reader Models through Knowledge Graph Generation ACL 2024

Patent Response System Optimised for Faithfulness: Procedural Knowledge Embodiment with Knowledge Graph and Retrieval Augmented Generation ACL 2024

Evaluating Very Long-Term Conversational Memory of LLM Agents ACL 2024

OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs EMNLP 2024

ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context EMNLP 2024

Learning Autonomous Driving Tasks via Human Feedbacks with Large Language Models EMNLP 2024

Unified Active Retrieval for Retrieval Augmented Generation EMNLP 2024

Exploring Retrieval Augmented Generation For Real-world Claim Verification EMNLP 2024

AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG task EMNLP 2024

Enhancing Fact Verification with Causal Knowledge Graphs and Transformer-Based Retrieval for Deductive Reasoning EMNLP 2024

Question-Based Retrieval using Atomic Units for Enterprise RAG EMNLP 2024

RAGAR, Your Falsehood Radar: RAG-Augmented Reasoning for Political Fact-Checking using Multimodal Large Language Models EMNLP 2024

Attributed Question Answering for Preconditions in the Dutch Law EMNLP 2024

Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models EMNLP 2024

KARL: Knowledge-Aware Retrieval and Representations aid Retention and Learning in Students EMNLP 2024

Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model EMNLP 2024

R2AG: Incorporating Retrieval Information into Retrieval Augmented Generation EMNLP 2024

H-LegalKI: A Hierarchical Legal Knowledge Integration Framework for Legal Community Question Answering EMNLP 2024