retrieval-augmented generation

Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation COLING 2025 Bridging External and Parametric Knowledge: Mitigating Hallucination of LLMs with Shared-Private Semantic Synergy in Dual-Stream Knowledge EMNLP 2025 Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation ACL 2025 Bridging Semantic and Modality Gaps in Zero-Shot Captioning via Retrieval from Synthetic Data EMNLP 2025 Bridging the Data Gap in Financial Sentiment: LLM-Driven Augmentation ACL 2025 Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs COLING 2025 BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression NAACL 2025 Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion ACL 2025 BRIT: Bidirectional Retrieval over Unified Image-Text Graph EMNLP 2025 BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering EMNLP 2025 Cache-of-Thought: Master-Apprentice Framework for Cost-Effective Vision Language Model Reasoning EMNLP 2025 CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability EMNLP 2025 CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering NAACL 2025 Can Language Models Replace Programmers for Coding? REPOCOD Says ‘Not Yet’ ACL 2025 Can Large language model analyze financial statements well? COLING 2025 Can Large Language Models Accurately Generate Answer Keys for Health-related Questions? ACL 2025 Can Multi-turn Self-refined Single Agent LMs with Retrieval Solve Hard Coding Problems? ACL 2025 Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks ACL 2025 Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method ACL 2025 CAPR: Confidence-Aware Prompt Refinement in Large Language Models Interspeech 2025 Capybara at the Financial Misinformation Detection Challenge Task: Chain-of-Thought Enhanced Financial Misinformation Detection COLING 2025 cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax Tree EMNLP 2025 CausalRAG: Integrating Causal Graphs into Retrieval-Augmented Generation ACL 2025 Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models ICLR 2025 Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering COLING 2025