semantic representation

Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models EMNLP 2024 VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis CVPR 2024 YARN is All You Knit: Encoding Multiple Semantic Phenomena with Layers COLING 2024 ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment IJCAI 2024 Adjective Scale Probe: Can Language Models Encode Formal Semantics Information? AAAI 2023 A Kind Introduction to Lexical and Grammatical Aspect, with a Survey of Computational Approaches EACL 2023 AMR-TST: Abstract Meaning Representation-based Text Style Transfer ACL 2023 Analysis of Acoustic information in End-to-End Spoken Language Translation Interspeech 2023 Beyond Appearance: A Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks CVPR 2023 Brain encoding models based on multimodal transformers can transfer across language and vision NeurIPS 2023 Conceptual structure coheres in human cognition but not in large language models EMNLP 2023 Constructing Word-Context-Coupled Space Aligned with Associative Knowledge Relations for Interpretable Language Modeling ACL 2023 Continual Zero-Shot Learning through Semantically Guided Generative Random Walks ICCV 2023 Contrastive Learning for Sign Language Recognition and Translation IJCAI 2023 Cross-Modal Semantic Enhanced Interaction for Image-Sentence Retrieval WACV 2023 Enhancing Language Representation with Constructional Information for Natural Language Understanding ACL 2023 Extracting Shopping Interest-Related Product Types from the Web ACL 2023 FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing ACL 2023 FAME: Flexible, Scalable Analogy Mappings Engine EMNLP 2023 Finding the Global Semantic Representation in GAN through Fréchet Mean ICLR 2023 GL-SSD: Global and Local Speech Style Disentanglement by vector quantization for robust sentence boundary detection in speech stream Interspeech 2023 Graph-based Relation Mining for Context-free Out-of-vocabulary Word Embedding Learning ACL 2023 Grounded and well-rounded: a methodological approach to the study of cross-modal and cross-lingual grounding EMNLP 2023 How Well Apply Simple MLP to Incomplete Utterance Rewriting? ACL 2023 Interpreting Embedding Spaces by Conceptualization EMNLP 2023