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Question Answering

4032 directly classified papers

Papers per year

Papers

Exploring Language Model Generalization in Low-Resource Extractive QA COLING 2025
HAWK: Highlighting Entity-aware Knowledge for Alleviating Information Sparsity in Long Contexts EMNLP 2025
Lightweight Query Checkpoint: Classifying Faulty User Queries to Mitigate Hallucinations in Large Language Model Question Answering ACL 2025
Can Graph Descriptive Order Affect Solving Graph Problems with LLMs? ACL 2025
Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data EMNLP 2025
A Study into Investigating Temporal Robustness of LLMs ACL 2025
Resource-Friendly Dynamic Enhancement Chain for Multi-Hop Question Answering ACL 2025
Identifying and Mitigating Position Bias of Multi-image Vision-Language Models CVPR 2025
Multi-Hop Reasoning for Question Answering with Hyperbolic Representations ACL 2025
QAEncoder: Towards Aligned Representation Learning in Question Answering Systems ACL 2025
Right Answer, Wrong Score: Uncovering the Inconsistencies of LLM Evaluation in Multiple-Choice Question Answering ACL 2025
CONFETTI: Conversational Function-Calling Evaluation Through Turn-Level Interactions ACL 2025
Overview of the Critical Questions Generation Shared Task ACL 2025
MDPO: Customized Direct Preference Optimization with a Metric-based Sampler for Question and Answer Generation COLING 2025
Context Filtering with Reward Modeling in Question Answering COLING 2025
CoRAG: Enhancing Hybrid Retrieval-Augmented Generation through a Cooperative Retriever Architecture EMNLP 2025
KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph ACL 2025
Ko-LongRAG: A Korean Long-Context RAG Benchmark Built with a Retrieval-Free Approach EMNLP 2025
Is Large Language Model Performance on Reasoning Tasks Impacted by Different Ways Questions Are Asked? ACL 2025
REFIND at SemEval-2025 Task 3: Retrieval-Augmented Factuality Hallucination Detection in Large Language Models SEMEVAL 2025
Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems COLING 2025
Unanswerability Evaluation for Retrieval Augmented Generation ACL 2025
medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs COLING 2025
sonrobok4 Team at SemEval-2025 Task 8: Question Answering over Tabular Data Using Pandas and Large Language Models SEMEVAL 2025
GenGO Ultra: an LLM-powered ACL Paper Explorer ACL 2025