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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
Domain and Function: A Dual-Space Model of Semantic Relations and CompositionsCode1
Ontology-guided Semantic Composition for Zero-Shot LearningCode1
SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained DataCode1
SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment SemanticsCode1
A Comparison of Vector-based Representations for Semantic Composition—0
Learning Salient Samples and Distributed Representations for Topic-Based Chinese Message Polarity Classification—0
Learning Semantic Composition to Detect Non-compositionality of Multiword Expressions—0
Accurate SHRG-Based Semantic Parsing—0
Jointly Learning Word Representations and Composition Functions Using Predicate-Argument Structures—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 Frame-Based Semantics of Locative Alternation in LTAG—0
A Survey on Semantic Parsing from the perspective of Compositionality—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
Book Review: Computational Semantics with Functional Programming by Jan van Eijck and Christina Unger—0
Argument Structure and Referent Systems—0
EnergyMoGen: Compositional Human Motion Generation with Energy-Based Diffusion Model in Latent Space—0
BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval—0
Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment Classification—0
Accurate Unbounded Dependency Recovery using Generalized Categorial Grammars—0
A Semantics for Honorifics with Reference to Thai—0
IP-Composer: Semantic Composition of Visual Concepts—0
DAG-Structured Long Short-Term Memory for Semantic Compositionality—0
Deep Learning for Semantic Composition—0
Design considerations for a hierarchical semantic compositional framework for medical natural language understanding—0
DiffFAE: Advancing High-fidelity One-shot Facial Appearance Editing with Space-sensitive Customization and Semantic Preservation—0
Distributed Intelligent Integrated Sensing and Communications: The 6G-DISAC Approach—0
Distributional Composition using Higher-Order Dependency Vectors—0
DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets—0
Documents and Dependencies: an Exploration of Vector Space Models for Semantic Composition—0
Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset for Examining Semantic Composition—0
DTSim at SemEval-2016 Task 1: Semantic Similarity Model Including Multi-Level Alignment and Vector-Based Compositional Semantics—0
A Well-Composed Text is Half Done! Semantic Composition Sampling for Diverse Conditional Generation—0
Enhancing Question Answering by Injecting Ontological Knowledge through Regularization—0
Experiments with Easy-first nonprojective constituent parsing—0
Extended HowNet 2.0 -- An Entity-Relation Common-Sense Representation Model—0
Finding The Best Model Among Representative Compositional Models—0
First Order vs. Higher Order Modification in Distributional Semantics—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
Fusion of Compositional Network-based and Lexical Function Distributional Semantic Models—0
Categorizing Semantic Representations for Neural Machine Translation—0
Image Synthesis via Semantic Composition—0
Coloring Objects: Adjective-Noun Visual Semantic Compositionality—0
Continuation semantics for multi-quantifier sentences: operation-based approaches—0
Improving Word Translation Disambiguation by Capturing Multiword Expressions with Dictionaries—0
Inferring Psycholinguistic Properties of Words—0
Intensionality was only alleged: On adjective-noun composition in distributional semantics—0
Inter-Weighted Alignment Network for Sentence Pair Modeling—0
A practical and linguistically-motivated approach to compositional distributional semantics—0
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