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Question Answering

158 papers

Papers per year

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Papers

DynaQuest: A Dynamic Question Answering Dataset Reflecting Real-World Knowledge Updates ACL 2025
RadQA-DPO: A Radiology Question Answering System with Encoder-Decoder Models Enhanced by Direct Preference Optimization ACL 2025
TableWise at SemEval-2025 Task 8: LLM Agents for TabQA ACL 2025
SBU-NLP at SemEval-2025 Task 8: Self-Correction and Collaboration in LLMs for Tabular Question Answering ACL 2025
CSIRO LT at SemEval-2025 Task 8: Answering Questions over Tabular Data using LLMs 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
TreeSearch at SemEval-2025 Task 8: Monte Carlo Tree Search for Question-Answering over Tabular Data ACL 2025
IUST_Champs at SemEval-2025 Task 8: Structured Prompting and Retry Policy for Tabular Question Answering ACL 2025
RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering EMNLP 2025
Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities EMNLP 2025
How Accurate Are LLMs at Multi-Question Answering on Conversational Transcripts? EMNLP 2025
FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering AAAI 2024
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models ACL 2024
Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models ACL 2024
FRVA: Fact-Retrieval and Verification Augmented Entailment Tree Generation for Explainable Question Answering ACL 2024
MusTQ: A Temporal Knowledge Graph Question Answering Dataset for Multi-Step Temporal Reasoning ACL 2024
I Could’ve Asked That: Reformulating Unanswerable Questions EMNLP 2024
Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering EMNLP 2024
PDFTriage: Question Answering over Long, Structured Documents EMNLP 2024
OMG-QA: Building Open-Domain Multi-Modal Generative Question Answering Systems EMNLP 2024
ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models EMNLP 2024
H-LegalKI: A Hierarchical Legal Knowledge Integration Framework for Legal Community Question Answering EMNLP 2024
FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering ACL 2023
RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations ACL 2023
MultiTabQA: Generating Tabular Answers for Multi-Table Question Answering ACL 2023