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Semantic Composition

Understanding the meaning of text by composing the meanings of the individual words in the text (Source: https://arxiv.org/pdf/1405.7908.pdf)

Papers

Showing 150 of 110 papers

TitleStatusHype
The Emergence of Grammar through Reinforcement Learning0
IP-Composer: Semantic Composition of Visual Concepts0
EnergyMoGen: Compositional Human Motion Generation with Energy-Based Diffusion Model in Latent Space0
DiffFAE: Advancing High-fidelity One-shot Facial Appearance Editing with Space-sensitive Customization and Semantic Preservation0
Distributed Intelligent Integrated Sensing and Communications: The 6G-DISAC Approach0
Synthetic Dataset for Evaluating Complex Compositional Knowledge for Natural Language InferenceCode0
Semantic Composition in Visually Grounded Language Models0
Syntax-guided Neural Module Distillation to Probe Compositionality in Sentence Embeddings0
Categorizing Semantic Representations for Neural Machine Translation0
BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval0
Modeling Semantic Composition with Syntactic Hypergraph for Video Question Answering0
Semantic Composition with PSHRG for Derivation Tree Reconstruction from Graph-Based Meaning RepresentationsCode0
Design considerations for a hierarchical semantic compositional framework for medical natural language understanding0
MixSyn: Learning Composition and Style for Multi-Source Image Synthesis0
A Well-Composed Text is Half Done! Semantic Composition Sampling for Diverse Conditional Generation0
Semantic Prediction: Which One Should Come First, Recognition or Prediction?Code0
Image Synthesis via Semantic Composition0
A Knowledge Enhanced Learning and Semantic Composition Model for Multi-Claim Fact Checking0
Quantum Mathematics in Artificial Intelligence0
SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained DataCode1
Enhancing Question Answering by Injecting Ontological Knowledge through Regularization0
联合依存分析的汉语语义组合模型(Chinese Semantic Composition Model with Dependency Parsing)0
基于图神经网络的汉语依存分析和语义组合计算联合模型(Joint Learning Chinese Dependency Parsing and Semantic Composition based on Graph Neural Network)0
A Survey on Semantic Parsing from the perspective of Compositionality0
Ontology-guided Semantic Composition for Zero-Shot LearningCode1
SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment SemanticsCode1
Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional SemanticsCode0
Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence ModelsCode0
Bridging the Knowledge Gap: Enhancing Question Answering with World and Domain Knowledge0
No Word is an Island -- A Transformation Weighting Model for Semantic CompositionCode0
Modeling Affirmative and Negated Action Processing in the Brain with Lexical and Compositional Semantic Models0
Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset for Examining Semantic Composition0
Towards a Compositional Analysis of German Light Verb Constructions (LVCs) Combining Lexicalized Tree Adjoining Grammar (LTAG) with Frame Semantics0
No Word is an Island---A Transformation Weighting Model for Semantic Composition0
Semantic Hilbert Space for Text Representation LearningCode0
DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets0
A Survey on Deep Learning for Named Entity RecognitionCode0
Quantifying Context Overlap for Training Word Embeddings0
Learning to Compose over Tree Structures via POS Tags0
Accurate SHRG-Based Semantic Parsing0
TRANSRW at SemEval-2018 Task 12: Transforming Semantic Representations for Argument Reasoning Comprehension0
Extended HowNet 2.0 -- An Entity-Relation Common-Sense Representation Model0
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification0
Meta Multi-Task Learning for Sequence Modeling0
From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time NormalizationsCode0
The Lifted Matrix-Space Model for Semantic CompositionCode0
Length, Interchangeability, and External Knowledge: Observations from Predicting Argument Convincingness0
The Challenge of Composition in Distributional and Formal Semantics0
Inter-Weighted Alignment Network for Sentence Pair Modeling0
Visual Denotations for Recognizing Textual Entailment0
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