conftrace_

semantic representation

497 papers

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Co-occurring keywords

representation learning (6206) word embedding (1764) abstract meaning representation (187) zero-shot learning (3650) large language model (13587) neural network (6616) attention mechanism (4001) semantic parsing (960) contrastive learning (4032) multimodal learning (4645)

Papers

VLG-BERT: Towards Better Interpretability in LLMs through Visual and Linguistic Grounding NAACL 2025
Bridging the Semantic Latent Space between Brain and Machine: Similarity Is All You Need AAAI 2024
Deciphering Rumors: A Multi-Task Learning Approach with Intent-aware Hierarchical Contrastive Learning EMNLP 2024
k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text ACL 2024
Exploring Intra and Inter-language Consistency in Embeddings with ICA EMNLP 2024
ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment IJCAI 2024
SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answering EMNLP 2024
Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering NIPS 2024
Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models EMNLP 2024
Do Llamas Work in English? On the Latent Language of Multilingual Transformers ACL 2024
Provably Transformers Harness Multi-Concept Word Semantics for Efficient In-Context Learning NIPS 2024
Distributional Inclusion Hypothesis and Quantifications: Probing for Hypernymy in Functional Distributional Semantics ACL 2024
Semantic are Beacons: A Semantic Perspective for Unveiling Parameter-Efficient Fine-Tuning in Knowledge Learning ACL 2024
Mind Artist: Creating Artistic Snapshots with Human Thought CVPR 2024
VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis CVPR 2024
Semantics or spelling? Probing contextual word embeddings with orthographic noise ACL 2024
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning NAACL 2024
Probing Multimodal Large Language Models for Global and Local Semantic Representations COLING 2024
Automatic Derivation of Semantic Representations for Thai Serial Verb Constructions: A Grammar-Based Approach ACL 2024
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations NAACL 2024
The Contextual Variability of English Nouns: The Impact of Categorical Specificity beyond Conceptual Concreteness COLING 2024
Putting Back the Stops: Integrating Syntax with Neural Topic Models IJCAI 2024
Joint Pre-Encoding Representation and Structure Embedding for Efficient and Low-Resource Knowledge Graph Completion EMNLP 2024
Layer-Wise Representation Fusion for Compositional Generalization AAAI 2024
Definition generation for lexical semantic change detection ACL 2024