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Retrieval-Augmented Generation

618 papers

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Papers

VeriScore: Evaluating the factuality of verifiable claims in long-form text generation EMNLP 2024
Enhancing Tool Retrieval with Iterative Feedback from Large Language Models EMNLP 2024
Who’s Who: Large Language Models Meet Knowledge Conflicts in Practice EMNLP 2024
Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario EMNLP 2024
Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation EMNLP 2024
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA EMNLP 2024
Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities EMNLP 2024
Retrieval-Augmented Code Generation for Situated Action Generation: A Case Study on Minecraft EMNLP 2024
R2AG: Incorporating Retrieval Information into Retrieval Augmented Generation EMNLP 2024
An LLM-Enabled Knowledge Elicitation and Retrieval Framework for Zero-Shot Cross-Lingual Stance Identification EMNLP 2024
“Knowing When You Don’t Know”: A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation EMNLP 2024
More Bang for your Context: Virtual Documents for Question Answering over Long Documents EMNLP 2024
Synthetic Multimodal Question Generation EMNLP 2024
HyQE: Ranking Contexts with Hypothetical Query Embeddings EMNLP 2024
Dense Passage Retrieval: Is it Retrieving? EMNLP 2024
ConTReGen: Context-driven Tree-structured Retrieval for Open-domain Long-form Text Generation EMNLP 2024
BLADE: Benchmarking Language Model Agents for Data-Driven Science EMNLP 2024
Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models EMNLP 2024
Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA EMNLP 2024
Trustful LLMs: Customizing and Grounding Text Generation with knowledge bases and Dual Decoders EMNLP 2024
RAG-Fusion Based Information Retrieval for Fact-Checking EMNLP 2024
Empowering Air Travelers: A Chatbot for Canadian Air Passenger Rights EMNLP 2024
Tower v2: Unbabel-IST 2024 Submission for the General MT Shared Task EMNLP 2024
Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison NAACL 2024
Lift Yourself Up: Retrieval-augmented Text Generation with Self-Memory NIPS 2023