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Papers (including subtopics)

Resolving Conflicting Evidence in Automated Fact-Checking: A Study on Retrieval-Augmented LLMs IJCAI 2025 Resource-Friendly Dynamic Enhancement Chain for Multi-Hop Question Answering ACL 2025 ReTAG: Retrieval-Enhanced, Topic-Augmented Graph-Based Global Sensemaking EMNLP 2025 RETAIL: Towards Real-world Travel Planning for Large Language Models EMNLP 2025 Rethinking and Improving Autoformalization: Towards a Faithful Metric and a Dependency Retrieval-based Approach ICLR 2025 Rethinking Evaluation Metrics for Grammatical Error Correction: Why Use a Different Evaluation Process than Human? ACL 2025 Rethinking Information Synthesis in Multimodal Question Answering A Multi-Agent Perspective IJCNLP 2025 Rethinking Scene Segmentation. Advancing Automated Detection of Scene Changes in Literary Texts NAACL 2025 Rethinking Search: A Study of University Students’ Perspectives on Using LLMs and Traditional Search Engines in Academic Problem Solving EMNLP 2025 Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints ACL 2025 Rethinking the Role of LLMs for Document-level Relation Extraction: a Refiner with Task Distribution and Probability Fusion NAACL 2025 Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction ACL 2025 Rethink Rumor Detection in the Era of LLMs: A Review EMNLP 2025 RETQA: A Large-Scale Open-Domain Tabular Question Answering Dataset for Real Estate Sector AAAI 2025 Retrieval Augmented Generation based context discovery for ASR EMNLP 2025 Retrieval-Augmented Generation for Large Language Model based Few-shot Chinese Spell Checking COLING 2025 Retrieval-Augmented Generation Meets Local Languages for Improved Drug Information Access and Comprehension. ACL 2025 Retrieval-Augmented Language Models are Mimetic Theorem Provers EMNLP 2025 Retrieval-Augmented Machine Translation with Unstructured Knowledge EMNLP 2025 Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines AAAI 2025 Retrieval Models Aren’t Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models ACL 2025 Retrieval of Parallelizable Texts Across Church Slavic Variants COLING 2025 Retrieval of Temporal Event Sequences from Textual Descriptions NAACL 2025 Retrieval over Classification: Integrating Relation Semantics for Multimodal Relation Extraction EMNLP 2025 Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph Completion NAACL 2025