Retrieval-Augmented Generation

WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue Models ACL 2025 WebWalker: Benchmarking LLMs in Web Traversal ACL 2025 When and How to Augment Your Input: Question Routing Helps Balance the Accuracy and Efficiency of Large Language Models NAACL 2025 Winning ClimateCheck: A Multi-Stage System with BM25, BGE-Reranker Ensembles, and LLM-based Analysis for Scientific Abstract Retrieval ACL 2025 Word2Passage: Word-level Importance Re-weighting for Query Expansion ACL 2025 X-CoT: Explainable Text-to-Video Retrieval via LLM-based Chain-of-Thought Reasoning EMNLP 2025 Zero-knowledge LLM hallucination detection and mitigation through fine-grained cross-model consistency EMNLP 2025 Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts EMNLP 2024 Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities EMNLP 2024 Analysis of Plan-based Retrieval for Grounded Text Generation EMNLP 2024 An LLM-Enabled Knowledge Elicitation and Retrieval Framework for Zero-Shot Cross-Lingual Stance Identification EMNLP 2024 Arxiv Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance EMNLP 2024 Assessing “Implicit” Retrieval Robustness of Large Language Models EMNLP 2024 Assisting Breastfeeding and Maternity Experts in Responding to User Queries with an AI-in-the-loop Approach EMNLP 2024 ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator EMNLP 2024 Benchmarking Retrieval-Augmented Generation for Medicine ACL 2024 BERGEN: A Benchmarking Library for Retrieval-Augmented Generation EMNLP 2024 BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence ACL 2024 BLADE: Benchmarking Language Model Agents for Data-Driven Science EMNLP 2024 Boosting the Potential of Large Language Models with an Intelligent Information Assistant NeurIPS 2024 Bootstrapped Pre-training with Dynamic Identifier Prediction for Generative Retrieval ACL 2024 CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation ACL 2024 Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models EMNLP 2024 Cited Text Spans for Scientific Citation Text Generation ACL 2024 ClashEval: Quantifying the tug-of-war between an LLM’s internal prior and external evidence NeurIPS 2024