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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

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Showing 1–50 of 110 papers

TitleStatusHype
SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained DataCode1
SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment SemanticsCode1
Ontology-guided Semantic Composition for Zero-Shot LearningCode1
Domain and Function: A Dual-Space Model of Semantic Relations and CompositionsCode1
Semantic Compositional Networks for Visual CaptioningCode0
Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation ExtractionCode0
A Semantically Compositional Annotation Scheme for Time NormalizationCode0
Improving Sparse Word Representations with Distributional Inference for Semantic CompositionCode0
From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time NormalizationsCode0
Synthetic Dataset for Evaluating Complex Compositional Knowledge for Natural Language InferenceCode0
Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence ModelsCode0
Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional SemanticsCode0
Modeling Relation Paths for Representation Learning of Knowledge BasesCode0
No Word is an Island -- A Transformation Weighting Model for Semantic CompositionCode0
Semantic Hilbert Space for Text Representation LearningCode0
Semantic Composition with PSHRG for Derivation Tree Reconstruction from Graph-Based Meaning RepresentationsCode0
Semantic Prediction: Which One Should Come First, Recognition or Prediction?Code0
The Lifted Matrix-Space Model for Semantic CompositionCode0
A Survey on Deep Learning for Named Entity RecognitionCode0
Improving Semantic Composition with Offset InferenceCode0
DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets—0
A Systematic Study of Semantic Vector Space Model Parameters—0
A Knowledge Enhanced Learning and Semantic Composition Model for Multi-Claim Fact Checking—0
DiffFAE: Advancing High-fidelity One-shot Facial Appearance Editing with Space-sensitive Customization and Semantic Preservation—0
Design considerations for a hierarchical semantic compositional framework for medical natural language understanding—0
A Survey on Semantic Parsing from the perspective of Compositionality—0
Distributed Intelligent Integrated Sensing and Communications: The 6G-DISAC Approach—0
Distributional Composition using Higher-Order Dependency Vectors—0
Deep Learning for Semantic Composition—0
Documents and Dependencies: an Exploration of Vector Space Models for Semantic Composition—0
Inferring Psycholinguistic Properties of Words—0
DAG-Structured Long Short-Term Memory for Semantic Compositionality—0
A Frame-Based Semantics of Locative Alternation in LTAG—0
A Comparison of Vector-based Representations for Semantic Composition—0
Continuation semantics for multi-quantifier sentences: operation-based approaches—0
Coloring Objects: Adjective-Noun Visual Semantic Compositionality—0
A Semantics for Honorifics with Reference to Thai—0
Fusion of Compositional Network-based and Lexical Function Distributional Semantic Models—0
Categorizing Semantic Representations for Neural Machine Translation—0
Fish Transporters and Miracle Homes: How Compositional Distributional Semantics can Help NP Parsing—0
Bridging the Knowledge Gap: Enhancing Question Answering with World and Domain Knowledge—0
Higher-order logical inference with compositional semantics—0
Image Synthesis via Semantic Composition—0
Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment Classification—0
First Order vs. Higher Order Modification in Distributional Semantics—0
Improving Word Translation Disambiguation by Capturing Multiword Expressions with Dictionaries—0
Finding The Best Model Among Representative Compositional Models—0
Intensionality was only alleged: On adjective-noun composition in distributional semantics—0
Inter-Weighted Alignment Network for Sentence Pair Modeling—0
BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval—0
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