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10/08/2021
lambeq: An Efficient High-Level Python Library for Quantum NLP
We present lambeq, the first high-level Python library for Quantum Natur...
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05/17/2021
A CCG-Based Version of the DisCoCat Framework
While the DisCoCat model (Coecke et al., 2010) has been proved a valuabl...
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02/25/2021
QNLP in Practice: Running Compositional Models of Meaning on a Quantum Computer
Quantum Natural Language Processing (QNLP) deals with the design and imp...
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10/24/2020
Conversational Semantic Parsing for Dialog State Tracking
We consider a new perspective on dialog state tracking (DST), the task o...
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11/12/2018
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces
Word embedding techniques heavily rely on the abundance of training data...
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11/06/2018
Proceedings of the 2018 Workshop on Compositional Approaches in Physics, NLP, and Social Sciences
The ability to compose parts to form a more complex whole, and to analyz...
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08/28/2018
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models
Rare word representation has recently enjoyed a surge of interest, owing...
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08/23/2018
Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs
This paper addresses the problem of mapping natural language text to kno...
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07/24/2017
Learning Rare Word Representations using Semantic Bridging
We propose a methodology that adapts graph embedding techniques (DeepWal...
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10/14/2016
Distributional Inclusion Hypothesis for Tensor-based Composition
According to the distributional inclusion hypothesis, entailment between...
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06/05/2016
Coordination in Categorical Compositional Distributional Semantics
An open problem with categorical compositional distributional semantics ...
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12/14/2015
Sentence Entailment in Compositional Distributional Semantics
Distributional semantic models provide vector representations for words ...
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08/10/2015
Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning
Deep compositional models of meaning acting on distributional representa...
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05/23/2015
A Frobenius Model of Information Structure in Categorical Compositional Distributional Semantics
The categorical compositional distributional model of Coecke, Sadrzadeh ...
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05/01/2015
Compositional Distributional Semantics with Compact Closed Categories and Frobenius Algebras
This thesis contributes to ongoing research related to the categorical c...
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02/03/2015
Open System Categorical Quantum Semantics in Natural Language Processing
Originally inspired by categorical quantum mechanics (Abramsky and Coeck...
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05/12/2014
A Study of Entanglement in a Categorical Framework of Natural Language
In both quantum mechanics and corpus linguistics based on vector spaces,...
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01/23/2014
Reasoning about Meaning in Natural Language with Compact Closed Categories and Frobenius Algebras
Compact closed categories have found applications in modeling quantum in...
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01/21/2014
