Dimitri Kartsaklis
12 papers · 2012–2020 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
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Conference Pioneer
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
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Trend Setter
Venues
Top co-authors
Research topics
Natural Language Processing
(6)
Resources & Methods
(5)
Machine Learning
(3)
Core Methods
(3)
Understanding
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Representation
(1)
Keywords
word embedding
(3)
graph embedding
(2)
distributional semantics
(2)
word representation
(2)
semantic parsing
(1)
semantic representation
(1)
semantic alignment
(1)
hierarchical representation
(1)
semantic similarity
(1)
knowledge graph
(1)
entity mapping
(1)
vector representation
(1)
entity classification
(1)
dialog system
(1)
semantic entailment
(1)
compositional model
(1)
word vector
(1)
rare word
(1)
dialog state tracking
(1)
ontology integration
(1)
Papers
Conversational Semantic Parsing for Dialog State Tracking
EMNLP 2020
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces
AAAI 2019
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models
EMNLP 2018
Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs
EMNLP 2018
Compositional Distributional Models of Meaning
COLING 2016
Distributional Inclusion Hypothesis for Tensor-based Composition
COLING 2016
Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning
EMNLP 2015
Evaluating Neural Word Representations in Tensor-Based Compositional Settings
EMNLP 2014
Resolving Lexical Ambiguity in Tensor Regression Models of Meaning
ACL 2014
Prior Disambiguation of Word Tensors for Constructing Sentence Vectors
EMNLP 2013
Separating Disambiguation from Composition in Distributional Semantics
CoNLL 2013
A Unified Sentence Space for Categorical Distributional-Compositional Semantics: Theory and Experiments
COLING 2012