semantic reasoning

3K2T at MWE-2026 AdMIRe 2: CARIM– Category-Aware Reasoning for Idiomatic Multimodality EACL 2026 AnchorSeg: Language Grounded Query Banks for Reasoning Segmentation ACL 2026 Chain-of-Search: Parameter-Efficient Reasoning for Zero-Shot Object Navigation AAAI 2026 ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications AAAI 2026 Combining LLM Semantic Reasoning with GNN Structural Modeling for Multi-View Multi-Label Feature Selection AAAI 2026 Diagram2Structure: Unlocking LLMs' Diagram Comprehension through DiagramDiff, a Framework for Structuring Offline Diagrams CVPR 2026 Driving with Advice: Large Model as Motion Advisor for Joint Planning AAAI 2026 DVI-DTM: Dual-View Representation Learning for Interpretable Short Text Dynamic Topic Modeling ACL 2026 Geometrically-Constrained Agent for Spatial Reasoning CVPR 2026 Heuristic-inspired Reasoning Priors Facilitate Data-Efficient Referring Object Detection CVPR 2026 Many Minds, One Path: LLM-Augmented Consensus Decision for Distributed Control in Multi-Agent Collaborative Stable Scenarios AAAI 2026 MSRTrack: LLM-Powered Object Tracking with Motion and Semantic Reasoning WACV 2026 Revisiting a Pain in the Neck: A Semantic Reasoning Benchmark for Language Models ACL 2026 A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs ACL 2025 Can LLMs Reason About Program Semantics? A Comprehensive Evaluation of LLMs on Formal Specification Inference ACL 2025 EquiBench: Benchmarking Large Language Models’ Reasoning about Program Semantics via Equivalence Checking EMNLP 2025 Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction EMNLP 2025 Glider: Global and Local Instruction-Driven Expert Router EMNLP 2025 GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices ICCV 2025 How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future EMNLP 2025 H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables NAACL 2025 LCHAIM - Investigating Long Context Reasoning in Hebrew ACL 2025 SceneSplat: Gaussian Splatting-based Scene Understanding with Vision-Language Pretraining ICCV 2025 Weaver: Interweaving SQL and LLM for Table Reasoning EMNLP 2025 When Does Meaning Backfire? Investigating the Role of AMRs in NLI EMNLP 2025