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Question Answering

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How Credible Is an Answer From Retrieval-Augmented LLMs? Investigation and Evaluation With Multi-Hop QA COLING 2025
Boosting Text-to-SQL through Multi-grained Error Identification COLING 2025
Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering COLING 2025
QUENCH: Measuring the gap between Indic and Non-Indic Contextual General Reasoning in LLMs COLING 2025
GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question Answering COLING 2025
What Makes Cryptic Crosswords Challenging for LLMs? COLING 2025
Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding ACL 2025
OrQA – Open Data Retrieval for Question Answering dataset generation ACL 2025
RAG based Question Answering of Korean Laws and Precedents ACL 2025
mRAKL: Multilingual Retrieval-Augmented Knowledge Graph Construction for Low-Resourced Languages ACL 2025
OldJoe at AVeriTeC: In-context learning for fact-checking ACL 2025
YESciEval: Robust LLM-as-a-Judge for Scientific Question Answering ACL 2025
GG-BBQ: German Gender Bias Benchmark for Question Answering ACL 2025
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering ACL 2025
SECQUE: A Benchmark for Evaluating Real-World Financial Analysis Capabilities ACL 2025
TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models ACL 2025
Clustering Zero-Shot Uncertainty Estimations to Assess LLM Response Accuracy for Yes/No Q&A ACL 2025
MDBench: A Synthetic Multi-Document Reasoning Benchmark Generated with Knowledge Guidance ACL 2025
Investigating the Robustness of Retrieval-Augmented Generation at the Query Level ACL 2025
Webis at CQs-Gen 2025: Prompting and Reranking for Critical Questions ACL 2025
Winning Big with Small Models: Knowledge Distillation vs. Self-Training for Reducing Hallucination in QA Agents ACL 2025
Enhancing Complex Reasoning in Knowledge Graph Question Answering through Query Graph Approximation ACL 2025
From Calculation to Adjudication: Examining LLM Judges on Mathematical Reasoning Tasks ACL 2025
PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries NAACL 2025
When Open-Vocabulary Visual Question Answering Meets Causal Adapter: Benchmark and Approach AAAI 2025