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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 51–75 of 110 papers

TitleStatusHype
Semantic Composition via Probabilistic Model Theory—0
Sense Contextualization in a Dependency-Based Compositional Distributional Model—0
Deep Learning for Semantic Composition—0
Polish evaluation dataset for compositional distributional semantics models—0
Improving Semantic Composition with Offset InferenceCode0
Argument Structure and Referent Systems—0
Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation ExtractionCode0
Semantic Relation Classification via Hierarchical Recurrent Neural Network with Attention—0
Semantic Compositional Networks for Visual CaptioningCode0
Improving Sparse Word Representations with Distributional Inference for Semantic CompositionCode0
On the Correspondence between Compositional Matrix-Space Models of Language and Weighted Automata—0
Continuation semantics for multi-quantifier sentences: operation-based approaches—0
DTSim at SemEval-2016 Task 1: Semantic Similarity Model Including Multi-Level Alignment and Vector-Based Compositional Semantics—0
VENSESEVAL at Semeval-2016 Task 2 iSTS - with a full-fledged rule-based approach—0
Inferring Psycholinguistic Properties of Words—0
DAG-Structured Long Short-Term Memory for Semantic Compositionality—0
A Semantically Compositional Annotation Scheme for Time NormalizationCode0
Learning Semantic Composition to Detect Non-compositionality of Multiword Expressions—0
Sentence Modeling with Gated Recursive Neural Network—0
The Forest Convolutional Network: Compositional Distributional Semantics with a Neural Chart and without Binarization—0
Higher-order logical inference with compositional semantics—0
Learning Salient Samples and Distributed Representations for Topic-Based Chinese Message Polarity Classification—0
Semantic Clustering and Convolutional Neural Network for Short Text Categorization—0
Fusion of Compositional Network-based and Lexical Function Distributional Semantic Models—0
Neural Networks for Integrating Compositional and Non-compositional Sentiment in Sentiment Composition—0
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