Question Answering

The Financial Document Causality Detection Shared Task (FinCausal 2025) COLING 2025 The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation for Healthcare QA MLHC 2025 The Mirage of Model Editing: Revisiting Evaluation in the Wild ACL 2025 The Role of Exploration Modules in Small Language Models for Knowledge Graph Question Answering ACL 2025 The Role of Prosody in Spoken Question Answering NAACL 2025 Think Globally, Group Locally: Evaluating LLMs Using Multi-Lingual Word Grouping Games EMNLP 2025 Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces CVPR 2025 Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation EMNLP 2025 THREAD: Thinking Deeper with Recursive Spawning NAACL 2025 TIDES: Technical Information Discovery and Extraction System EMNLP 2025 Time-aware ReAct Agent for Temporal Knowledge Graph Question Answering NAACL 2025 Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement ACL 2025 Time to Revisit Exact Match EMNLP 2025 To Answer or Not to Answer (TAONA): A Robust Textual Graph Understanding and Question Answering Approach EMNLP 2025 TOGA: Temporally Grounded Open-Ended Video QA with Weak Supervision ICCV 2025 Token-Supervised Value Models for Enhancing Mathematical Problem-Solving Capabilities of Large Language Models ICLR 2025 ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use ACL 2025 Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks COLING 2025 Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation ACL 2025 Towards Comprehensive Lecture Slides Understanding: Large-scale Dataset and Effective Method ICCV 2025 Towards Evaluation of Language Models with Skill Dimensions: A Case Study on Narrative Question Answering EMNLP 2025 Towards Multi-Document Question Answering in Scientific Literature: Pipeline, Dataset, and Evaluation EMNLP 2025 Towards Multimodal Question Answering in Educational Domain IJCNLP 2025 Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications ACL 2025 Towards Rationale-Answer Alignment of LVLMs via Self-Rationale Calibration ICML 2025