Question Answering

Rule-KBQA: Rule-Guided Reasoning for Complex Knowledge Base Question Answering with Large Language Models COLING 2025 S2LPP: Small-to-Large Prompt Prediction across LLMs EMNLP 2025 Saama Technologies at SemEval-2025 Task 8: Few-shot prompting with LLM-generated examples for question answering on tabular data SemEval 2025 SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL EMNLP 2025 SAHA: Samvad AI for Healthcare Assistance AACL 2025 Samsung Research Poland at SemEval-2025 Task 8: LLM ensemble methods for QA over tabular data SemEval 2025 SANSKRITI: A Comprehensive Benchmark for Evaluating Language Models’ Knowledge of Indian Culture ACL 2025 Sarang at FinCausal 2025: Contextual QA for Financial Causality Detection Combining Extractive and Generative Models COLING 2025 SBU-NLP at SemEval-2025 Task 8: Self-Correction and Collaboration in LLMs for Tabular Question Answering SemEval 2025 SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature EMNLP 2025 SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types ACL 2025 SciVQA 2025: Overview of the First Scientific Visual Question Answering Shared Task ACL 2025 SConU: Selective Conformal Uncertainty in Large Language Models ACL 2025 ScottyPoseidon at SemEval-2025 Task 8: LLM-Driven Code Generation for Zero-Shot Question Answering on Tabular Data SemEval 2025 ScreenQA: Large-Scale Question-Answer Pairs Over Mobile App Screenshots NAACL 2025 SCRIBE: Structured Chain Reasoning for Interactive Behaviour Explanations using Tool Calling EMNLP 2025 SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation ACL 2025 Search-in-Context: Efficient Multi-Hop QA over Long Contexts via Monte Carlo Tree Search with Dynamic KV Retrieval ACL 2025 Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty EMNLP 2025 SECQUE: A Benchmark for Evaluating Real-World Financial Analysis Capabilities ACL 2025 SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science ACL 2025 Seeing Beyond: Enhancing Visual Question Answering with Multi-Modal Retrieval COLING 2025 Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering EMNLP 2025 Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering ACL 2025 Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions NAACL 2025