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Question Answering

119 directly classified papers

Papers per year

Papers

RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering EMNLP 2025

SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence ACL 2025

CSIRO LT at SemEval-2025 Task 8: Answering Questions over Tabular Data using LLMs ACL 2025

SBU-NLP at SemEval-2025 Task 8: Self-Correction and Collaboration in LLMs for Tabular Question Answering ACL 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 ACL 2025

KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education? ACL 2025

A Multi-Agent Framework for Mitigating Dialect Biases in Privacy Policy Question-Answering Systems ACL 2025

Correcting on Graph: Faithful Semantic Parsing over Knowledge Graphs with Large Language Models ACL 2025

TableWise at SemEval-2025 Task 8: LLM Agents for TabQA ACL 2025

IUST_Champs at SemEval-2025 Task 8: Structured Prompting and Retry Policy for Tabular Question Answering ACL 2025

Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities EMNLP 2025

Explore What LLM Does Not Know in Complex Question Answering AAAI 2025

TreeSearch at SemEval-2025 Task 8: Monte Carlo Tree Search for Question-Answering over Tabular Data ACL 2025

Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models AAAI 2025

iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering ACL 2025

On Synthesizing Data for Context Attribution in Question Answering ACL 2025

Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning ACL 2025

MapQaTor: An Extensible Framework for Efficient Annotation of Map-Based QA Datasets ACL 2025

COMPKE: Complex Question Answering under Knowledge Editing ACL 2025

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

MusTQ: A Temporal Knowledge Graph Question Answering Dataset for Multi-Step Temporal Reasoning 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