Question Answering

A Multi-Agent Framework for Mitigating Dialect Biases in Privacy Policy Question-Answering Systems ACL 2025 COMPKE: Complex Question Answering under Knowledge Editing ACL 2025 Correcting on Graph: Faithful Semantic Parsing over Knowledge Graphs with Large Language Models ACL 2025 CSIRO LT at SemEval-2025 Task 8: Answering Questions over Tabular Data using LLMs SemEval 2025 Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models AAAI 2025 DynaQuest: A Dynamic Question Answering Dataset Reflecting Real-World Knowledge Updates ACL 2025 Enhancing Uncertainty Quantification in Large Language Models through Semantic Graph Density UAI 2025 Evaluating Large Language Models in Data Generation for Low-Resource Scenarios: A Case Study on Question Answering Interspeech 2025 Explore What LLM Does Not Know in Complex Question Answering AAAI 2025 How Accurate Are LLMs at Multi-Question Answering on Conversational Transcripts? EMNLP 2025 Howard University-AI4PC at SemEval-2025 Task 8: DeepTabCoder - Code-based Retrieval and In-context Learning for Question-Answering over Tabular Data SemEval 2025 iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering ACL 2025 ITUNLP at SemEval-2025 Task 8: Question-Answering over Tabular Data: A Zero-Shot Approach using LLM-Driven Code Generation SemEval 2025 KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education? ACL 2025 Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities EMNLP 2025 MapQaTor: An Extensible Framework for Efficient Annotation of Map-Based QA Datasets ACL 2025 Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning ACL 2025 MINDS at SemEval-2025 Task 8: Question Answering Over Tabular Data via Large Language Model-generated SQL Queries SemEval 2025 On Synthesizing Data for Context Attribution in Question Answering ACL 2025 RadQA-DPO: A Radiology Question Answering System with Encoder-Decoder Models Enhanced by Direct Preference Optimization ACL 2025 RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering EMNLP 2025 Saama Technologies at SemEval-2025 Task 8: Few-shot prompting with LLM-generated examples for question answering on tabular data SemEval 2025 SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence ACL 2025 Spoken Question Answering for Visual Queries Interspeech 2025 UCSC at SemEval-2025 Task 8: Question Answering over Tabular Data SemEval 2025