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question answering

2963 papers

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Also known as

QA Q&A Q/A

Co-occurring keywords

large language model (13587) retrieval-augmented generation (1592) information retrieval (1514) knowledge graph (1837) language model (4599) machine reading comprehension (430) reading comprehension (377) multi-hop reasoning (423) text generation (2913) knowledge base (804)

Papers

EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs COLING 2025
SynDARin: Synthesising Datasets for Automated Reasoning in Low-Resource Languages COLING 2025
ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild COLING 2025
Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning COLING 2025
Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems COLING 2025
Leveraging LLM-Generated Schema Descriptions for Unanswerable Question Detection in Clinical Data COLING 2025
CogStack-KCL-UCL at ArchEHR-QA 2025: Investigating Hybrid LLM Approaches for Grounded Clinical Question Answering ACL 2025
CryptOpiQA: A new Opinion and Question Answering dataset on Cryptocurrency COLING 2025
H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables NAACL 2025
Knowledge Graph-Guided Retrieval Augmented Generation NAACL 2025
Streamlining Biomedical Research with Specialized LLMs COLING 2025
MASTER: A Multi-Agent System with LLM Specialized MCTS NAACL 2025
Return of EM: Entity-driven Answer Set Expansion for QA Evaluation COLING 2025
Eliciting Critical Reasoning in Retrieval-Augmented Generation via Contrastive Explanations NAACL 2025
Reasoning over Uncertain Text by Generative Large Language Models AAAI 2025
DynRank: Improve Passage Retrieval with Dynamic Zero-Shot Prompting Based on Question Classification COLING 2025
Automatic Evaluation of Healthcare LLMs Beyond Question-Answering NAACL 2025
Implementing Retrieval Augmented Generation Technique on Unstructured and Structured Data Sources in a Call Center of a Large Financial Institution NAACL 2025
Transform Retrieval for Textual Entailment in RAG NAACL 2025
CoRAG: Collaborative Retrieval-Augmented Generation NAACL 2025
Data Doping or True Intelligence? Evaluating the Transferability of Injected Knowledge in LLMs EMNLP 2025
A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering EMNLP 2025
Clustering Zero-Shot Uncertainty Estimations to Assess LLM Response Accuracy for Yes/No Q&A ACL 2025
Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data EMNLP 2025
Evaluating LLM Reasoning in the Operations Research Domain with ORQA AAAI 2025