Reasoning

GuideQ: Framework for Guided Questioning for progressive informational collection and classification NAACL 2025 Guiding Large Language Models in Modeling Optimization Problems via Question Partitioning IJCAI 2025 GUI-Xplore: Empowering Generalizable GUI Agents with One Exploration CVPR 2025 HATS : Hindi Analogy Test Set for Evaluating Reasoning in Large Language Models ACL 2025 HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval ACL 2025 Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs EMNLP 2025 Hierarchical Attention Generates Better Proofs ACL 2025 Hierarchical Event Memory for Accurate and Low-latency Online Video Temporal Grounding ICCV 2025 HiERO: Understanding the Hierarchy of Human Behavior Enhances Reasoning on Egocentric Videos ICCV 2025 HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation ACL 2025 How Do Transformers Learn Variable Binding in Symbolic Programs? ICML 2025 How Far Can LLMs Improve from Experience? Measuring Test-Time Learning Ability in LLMs with Human Comparison EMNLP 2025 How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark EMNLP 2025 How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs ACL 2025 How Much Do Large Language Models Know about Human Motion? A Case Study in 3D Avatar Control EMNLP 2025 How to Compare Things Properly? A Study of Argument Relevance in Comparative Question Answering ACL 2025 How Well Can Reasoning Models Identify and Recover from Unhelpful Thoughts? EMNLP 2025 How well do LLMs reason over tabular data, really? ACL 2025 HS-STaR: Hierarchical Sampling for Self-Taught Reasoners via Difficulty Estimation and Budget Reallocation EMNLP 2025 Human-like Navigation in a World Built for Humans CoRL 2025 HW-TSC’s Submissions to the WMT 2025 Segment-level Quality Score Prediction Task EMNLP 2025 Hybrid Graphs for Table-and-Text based Question Answering using LLMs NAACL 2025 Hybrid Reasoning About Relative Position and Orientation of Objects and Navigating Agents Using Answer Set Programming AAAI 2025 Hyperdimensional Representation for Adaptive Information Association and Memorization WACV 2025 HypER: Literature-grounded Hypothesis Generation and Distillation with Provenance EMNLP 2025