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Question Answering

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Papers

ALiiCE: Evaluating Positional Fine-grained Citation Generation NAACL 2025
Hybrid Graphs for Table-and-Text based Question Answering using LLMs NAACL 2025
Generating Complex Question Decompositions in the Face of Distribution Shifts NAACL 2025
DETQUS: Decomposition-Enhanced Transformers for QUery-focused Summarization NAACL 2025
CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-Checking NAACL 2025
Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions NAACL 2025
Reasoning Aware Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling NAACL 2025
SciVQA 2025: Overview of the First Scientific Visual Question Answering Shared Task ACL 2025
Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding CONLL 2025
Instruction-tuned QwenChart for Chart Question Answering ACL 2025
SBU-NLP at SemEval-2025 Task 8: Self-Correction and Collaboration in LLMs for Tabular Question Answering SEMEVAL 2025
Enhancing Scientific Visual Question Answering through Multimodal Reasoning and Ensemble Modeling ACL 2025
Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions ACL 2025
MRT at SemEval-2025 Task 8: Maximizing Recovery from Tables with Multiple Steps ACL 2025
OseiBrefo-Liang at SemEval-2025 Task 8 : A Multi-Agent LLM code generation approach for answering Tabular Questions SEMEVAL 2025
Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering ACL 2025
Open Domain Question Answering with Conflicting Contexts NAACL 2025
CCNU at SemEval-2025 Task 8: Enhancing Question Answering on Tabular Data with Two-Stage Corrections ACL 2025
DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering ACL 2025
Perceive Query & Reason: Enhancing Video QA with Question-Guided Temporal Queries WACV 2025
AdQuestA: Knowledge-Guided Visual Question Answer Framework for Advertisements WACV 2025
The Mirage of Model Editing: Revisiting Evaluation in the Wild ACL 2025
Chinese SafetyQA: A Safety Short-form Factuality Benchmark for Large Language Models ACL 2025
SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials NAACL 2025
INDIC QA BENCHMARK: A Multilingual Benchmark to Evaluate Question Answering capability of LLMs for Indic Languages NAACL 2025