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Question Answering

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TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios ACL 2025
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data ACL 2025
UnSeenTimeQA: Time-Sensitive Question-Answering Beyond LLMs’ Memorization ACL 2025
Empowering LLMs with Logical Reasoning: A Comprehensive Survey IJCAI 2025
BioHopR: A Benchmark for Multi-Hop, Multi-Answer Reasoning in Biomedical Domain ACL 2025
Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions ACL 2025
Empowering Low-Resource Languages: TraSe Architecture for Enhanced Retrieval-Augmented Generation in Bangla NAACL 2025
Multilingual State Space Models for Structured Question Answering in Indic Languages NAACL 2025
SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types ACL 2025
Knowledge Editing for Multi-Hop Question Answering Using Semantic Analysis IJCAI 2025
Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning ACL 2025
Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language Models NAACL 2025
Will the Prince Get True Love’s Kiss? On the Model Sensitivity to Gender Perturbation over Fairytale Texts NAACL 2025
Entity Retrieval for Answering Entity-Centric Questions NAACL 2025
Team Anotheroption at SemEval-2025 Task 8: Bridging the Gap Between Open-Source and Proprietary LLMs in Table QA ACL 2025
StoC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering NAACL 2025
MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters NAACL 2025
VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models ACL 2025
Will Gen Z users look for evidence to verify QA System-generated answers? NAACL 2025
EKRAG: Benchmark RAG for Enterprise Knowledge Question Answering NAACL 2025
WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation NAACL 2025
On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems NAACL 2025
The Role of Prosody in Spoken Question Answering NAACL 2025
KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model’s Reasoning Path Aggregation ACL 2025
Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains ACL 2025