question answering

TIDES: Technical Information Discovery and Extraction System EMNLP 2025 Time-aware ReAct Agent for Temporal Knowledge Graph Question Answering NAACL 2025 Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement ACL 2025 To Answer or Not to Answer (TAONA): A Robust Textual Graph Understanding and Question Answering Approach EMNLP 2025 Tokenization and Representation Biases in Multilingual Models on Dialectal NLP Tasks EMNLP 2025 Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation ACL 2025 Towards Better Chain-of-Thought: A Reflection on Effectiveness and Faithfulness ACL 2025 Towards Comprehensive Lecture Slides Understanding: Large-scale Dataset and Effective Method ICCV 2025 Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning COLING 2025 Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications ACL 2025 Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation AAAI 2025 Training Large Language Models for Retrieval-Augmented Question Answering through Backtracking Correction ICLR 2025 Transform Retrieval for Textual Entailment in RAG NAACL 2025 TRANSIENTTABLES: Evaluating LLMs’ Reasoning on Temporally Evolving Semi-structured Tables NAACL 2025 TreeRare: Syntax Tree-Guided Retrieval and Reasoning for Knowledge-Intensive Question Answering EMNLP 2025 TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review EMNLP 2025 TripleCheck: Transparent Post-Hoc Verification of Biomedical Claims in AI-Generated Answers EMNLP 2025 Triples as the Key: Structuring Makes Decomposition and Verification Easier in LLM-based TableQA ICLR 2025 TrustUQA: A Trustful Framework for Unified Structured Data Question Answering AAAI 2025 TUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos ACL 2025 Typed-RAG: Type-Aware Decomposition of Non-Factoid Questions for Retrieval-Augmented Generation ACL 2025 UAQFact: Evaluating Factual Knowledge Utilization of LLMs on Unanswerable Questions ACL 2025 Unanswerability Evaluation for Retrieval Augmented Generation ACL 2025 Uncertainty in Semantic Language Modeling with PIXELS EMNLP 2025 UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation EMNLP 2025