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Question Answering

4032 directly classified papers

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Papers

SoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models EMNLP 2025
ECoRAG: Evidentiality-guided Compression for Long Context RAG ACL 2025
KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model’s Reasoning Path Aggregation ACL 2025
DICE-BENCH: Evaluating the Tool-Use Capabilities of Large Language Models in Multi-Round, Multi-Party Dialogues ACL 2025
Track the Answer: Extending TextVQA from Image to Video with Spatio-Temporal Clues AAAI 2025
DynaQuest: A Dynamic Question Answering Dataset Reflecting Real-World Knowledge Updates ACL 2025
GQC: LLM-Based Grouped QA Consolidation for Open-Domain Fact Verification at AVeriTeC ACL 2025
HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing ACL 2025
Learning Theorem Rationale for Improving the Mathematical Reasoning Capability of Large Language Models AAAI 2025
Questioning Our Questions: How Well Do Medical QA Benchmarks Evaluate Clinical Capabilities of Language Models? ACL 2025
FaVe: Factored and Verified Search Rationale for Long-form Answer ACL 2025
Overview of the ClinIQLink 2025 Shared Task on Medical Question-Answering ACL 2025
ELITR-Bench: A Meeting Assistant Benchmark for Long-Context Language Models COLING 2025
Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering COLING 2025
ITERATE: Image-Text Enhancement, Retrieval, and Alignment for Transmodal Evolution with LLMs COLING 2025
Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models COLING 2025
Multi-perspective Preference Alignment of LLMs for Programming-Community Question Answering COLING 2025
Robustness Evaluation of the German Extractive Question Answering Task COLING 2025
Automatic Multiple-Choice Question Generation and Evaluation Systems Based on LLM: A Study Case With University Resolutions COLING 2025
Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks COLING 2025
RGR-KBQA: Generating Logical Forms for Question Answering Using Knowledge-Graph-Enhanced Large Language Model COLING 2025
Reasoning with Trees: Faithful Question Answering over Knowledge Graph COLING 2025
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation COLING 2025
Aligning Complex Knowledge Graph Question Answering as Knowledge-Aware Constrained Code Generation COLING 2025
When Open-Vocabulary Visual Question Answering Meets Causal Adapter: Benchmark and Approach AAAI 2025