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Question Answering

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ArgHiTZ at ArchEHR-QA 2025: A Two-Step Divide and Conquer Approach to Patient Question Answering for Top Factuality ACL 2025
ECoRAG: Evidentiality-guided Compression for Long Context RAG ACL 2025
KR Labs at ArchEHR-QA 2025: A Verbatim Approach for Evidence-Based Question Answering ACL 2025
TreeSearch at SemEval-2025 Task 8: Monte Carlo Tree Search for Question-Answering over Tabular Data ACL 2025
DKITNLP at ArchEHR-QA 2025: A Retrieval Augmented LLM Pipeline for Evidence-Based Patient Question Answering ACL 2025
SCRIBE: Structured Chain Reasoning for Interactive Behaviour Explanations using Tool Calling EMNLP 2025
111DUT at SemEval-2025 Task 8:Hierarchical Chain-of-Thought Reasoning and Multi-Model Deliberation for Robust TableQA ACL 2025
Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models EMNLP 2025
YNU-HPCC at SemEval-2025 Task 8: Enhancing Question-Answering over Tabular Data with TableGPT2 ACL 2025
From Chat Logs to Collective Insights: Aggregative Question Answering EMNLP 2025
TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025
NitiBench: Benchmarking LLM Frameworks on Thai Legal Question Answering Capabilities EMNLP 2025
The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters ACL 2025
EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos EMNLP 2025
Overview of the ArchEHR-QA 2025 Shared Task on Grounded Question Answering from Electronic Health Records ACL 2025
PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning EMNLP 2025
FlagEvalMM: A Flexible Framework for Comprehensive Multimodal Model Evaluation ACL 2025
SciVQA 2025: Overview of the First Scientific Visual Question Answering Shared Task ACL 2025
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation ACL 2025
ReAct Meets Industrial IoT: Language Agents for Data Access EMNLP 2025
Investigating Language Preference of Multilingual RAG Systems ACL 2025
AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment EMNLP 2025
MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering ACL 2025
Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract) AAAI 2025
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation ACL 2025