conftrace_

semantic understanding

152 papers

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Co-occurring keywords · papers mentioning both

large language model (30) multimodal learning (13) natural language inference (11) contrastive learning (10) language model (9) text classification (9) zero-shot learning (9) semantic analysis (8) neural network (7) pre-trained language model (7)

Papers

Counterfactual-based Cognitive Alignment In-Context Learning for Relation Extraction AAAI 2026 False Positives Matter: Multidimensional Localization Evaluation and Training-Free Explainable Adversarial Patch Defense AAAI 2026 Food Image Generation on Multi-Noun Categories WACV 2026 SMART: Evaluating LLMs’ Mathematical Reasoning via a Human Cognitive Process-Inspired Benchmark ACL 2026 SoS: Analysis of Surface over Semantics in Multilingual Text-To-Image Generation EACL 2026 SURE or Not? Investigating Semantic Understanding in Dense Retrieval Models ACL 2026 Towards Unified Human Perception and Machine Understanding: Token Flow Guided Compression Framework CVPR 2026 VAGU & GtS: LLM-Based Benchmark and Framework for Joint Video Anomaly Grounding and Understanding AAAI 2026 A-Bench: Are LMMs Masters at Evaluating AI-generated Images? ICLR 2025 Can Large Language Models Understand Symbolic Graphics Programs? ICLR 2025 Can MLLMs Understand the Deep Implication Behind Chinese Images? ACL 2025 Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning AAAI 2025 Core-to-Global Reasoning for Compositional Visual Question Answering AAAI 2025 Do Language Models Have Semantics? On the Five Standard Positions ACL 2025 Do Large Language Models Understand Word Senses? EMNLP 2025 DongbaMIE: A Multimodal Information Extraction Dataset for Evaluating Semantic Understanding of Dongba Pictograms EMNLP 2025 EasyRec: Simple yet Effective Language Models for Recommendation EMNLP 2025 Enhanced Noun-Noun Compound Interpretation through Textual Enrichment EMNLP 2025 Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings EMNLP 2025 Express What You See: Can Multimodal LLMs Decode Visual Ciphers with Intuitive Semiosis Comprehension? ACL 2025 Fann or Flop: A Multigenre, Multiera Benchmark for Arabic Poetry Understanding in LLMs EMNLP 2025 FashionTailor: Controllable Clothing Editing for Human Images with Appearance Preserving AAAI 2025 From Sparse to Complete: Semantic Understanding Based on Stroke Evolution in On-the-fly Sketch-based Image Retrieval IJCAI 2025 GenAL: Generative Agent for Adaptive Learning AAAI 2025 Hindi Reading Comprehension: Do Large Language Models Exhibit Semantic Understanding? COLING 2025