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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 26–50 of 110 papers

TitleStatusHype
联合依存分析的汉语语义组合模型(Chinese Semantic Composition Model with Dependency Parsing)—0
A Survey on Semantic Parsing from the perspective of Compositionality—0
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 Knowledge—0
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 Models—0
Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset for Examining Semantic Composition—0
Towards a Compositional Analysis of German Light Verb Constructions (LVCs) Combining Lexicalized Tree Adjoining Grammar (LTAG) with Frame Semantics—0
No Word is an Island---A Transformation Weighting Model for Semantic Composition—0
Semantic Hilbert Space for Text Representation LearningCode0
DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets—0
A Survey on Deep Learning for Named Entity RecognitionCode0
Quantifying Context Overlap for Training Word Embeddings—0
Learning to Compose over Tree Structures via POS Tags—0
Accurate SHRG-Based Semantic Parsing—0
TRANSRW at SemEval-2018 Task 12: Transforming Semantic Representations for Argument Reasoning Comprehension—0
Extended HowNet 2.0 -- An Entity-Relation Common-Sense Representation Model—0
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification—0
Meta Multi-Task Learning for Sequence Modeling—0
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 Convincingness—0
The Challenge of Composition in Distributional and Formal Semantics—0
Inter-Weighted Alignment Network for Sentence Pair Modeling—0
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