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Question Answering

4032 directly classified papers

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Papers

Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains ACL 2025
SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types ACL 2025
TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios ACL 2025
BioHopR: A Benchmark for Multi-Hop, Multi-Answer Reasoning in Biomedical Domain ACL 2025
Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning ACL 2025
KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model’s Reasoning Path Aggregation ACL 2025
GQC: LLM-Based Grouped QA Consolidation for Open-Domain Fact Verification at AVeriTeC ACL 2025
FaVe: Factored and Verified Search Rationale for Long-form Answer ACL 2025
UNIBUC-SD at ArchEHR-QA 2025: Prompting Our Way to Clinical QA with Multi-Model Ensembling ACL 2025
Visual Question Answering on Scientific Charts Using Fine-Tuned Vision-Language Models ACL 2025
TableWise at SemEval-2025 Task 8: LLM Agents for TabQA ACL 2025
LyS at SemEval 2025 Task 8: Zero-Shot Code Generation for Tabular QA ACL 2025
OrQA – Open Data Retrieval for Question Answering dataset generation ACL 2025
mRAKL: Multilingual Retrieval-Augmented Knowledge Graph Construction for Low-Resourced Languages ACL 2025
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering ACL 2025
MDBench: A Synthetic Multi-Document Reasoning Benchmark Generated with Knowledge Guidance ACL 2025
Enhancing Complex Reasoning in Knowledge Graph Question Answering through Query Graph Approximation ACL 2025
Grounded, or a Good Guesser? A Per-Question Balanced Dataset to Separate Blind from Grounded Models for Embodied Question Answering ACL 2025
Performance and Limitations of Fine-Tuned LLMs in SPARQL Query Generation COLING 2025
Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding CONLL 2025
Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions ACL 2025
Do large language models solve verbal analogies like children do? CONLL 2025
UnSeenTimeQA: Time-Sensitive Question-Answering Beyond LLMs’ Memorization ACL 2025
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data ACL 2025
Vision-Language Models Struggle to Align Entities across Modalities ACL 2025