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Question Answering

4032 directly classified papers

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Papers

FENJI at SemEval-2025 Task 3: Retrieval-Augmented Generation and Hallucination Span Detection ACL 2025
Teaching Vision-Language Models to Ask: Resolving Ambiguity in Visual Questions ACL 2025
Samsung Research Poland at SemEval-2025 Task 8: LLM ensemble methods for QA over tabular data ACL 2025
Analyzing the Sensitivity of Vision Language Models in Visual Question Answering ACL 2025
Saama Technologies at SemEval-2025 Task 8: Few-shot prompting with LLM-generated examples for question answering on tabular data ACL 2025
Ko-LongRAG: A Korean Long-Context RAG Benchmark Built with a Retrieval-Free Approach EMNLP 2025
Inter-Passage Verification for Multi-evidence Multi-answer QA ACL 2025
Recursive Question Understanding for Complex Question Answering over Heterogeneous Personal Data ACL 2025
AILS-NTUA at SemEval-2025 Task 8: Language-to-Code prompting and Error Fixing for Tabular Question Answering ACL 2025
Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement ACL 2025
CSIRO LT at SemEval-2025 Task 8: Answering Questions over Tabular Data using LLMs ACL 2025
Multi-Hop Question Generation via Dual-Perspective Keyword Guidance ACL 2025
Howard University-AI4PC at SemEval-2025 Task 8: DeepTabCoder - Code-based Retrieval and In-context Learning for Question-Answering over Tabular Data ACL 2025
UCSC at SemEval-2025 Task 8: Question Answering over Tabular Data SEMEVAL 2025
UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation ACL 2025
No Questions are Stupid, but some are Poorly Posed: Understanding Poorly-Posed Information-Seeking Questions ACL 2025
TreeSearch at SemEval-2025 Task 8: Monte Carlo Tree Search for Question-Answering over Tabular Data ACL 2025
CORG: Generating Answers from Complex, Interrelated Contexts NAACL 2025
QA-Noun: Representing Nominal Semantics via Natural Language Question-Answer Pairs IJCNLP 2025
Knowledge Graph-Guided Retrieval Augmented Generation NAACL 2025
bnContextQA: Benchmarking Long-Context Question Answering and Challenges in Bangla IJCNLP 2025
Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs NAACL 2025
A Comprehensive Evaluation of Large Language Models for Retrieval-Augmented Generation under Noisy Conditions IJCNLP 2025
UTSamuel at ArchEHR-QA 2025: A Clinical Question Answering System for Responding to Patient Portal Messages Using Generative AI ACL 2025
Beyond the Rubric: Cultural Misalignment in LLM Benchmarks for Sexual and Reproductive Health IJCNLP 2025