Alexander Panchenko

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22 SlideShares 122 Followers 114 Folgens

distributional semantics nlp word sense disambiguation wsd natural language processing word embeddings sense embeddings sna social network analysis sentiment analysis facebook semantic similarity measures graph algorithms graphs graph embeddings semantic frame word sense induciton deep learning corpus web crawl common crawl web-scale depcc semantic classes taxonomy hypernyms qa semeval question answerting acl word sense induction watset data science conference aist knowledge free unsupervised sense representations sense representation learning word2vec spark scala nlp. network analysis profile matching neologisms фейсбук анализ социальных сетей неологизмы sentiment index gross national happiness gender detection text classification

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Dmitry Gubanov. An Approach to the Study of Formal and Informal Relations of Facebook Users (Presented by Alexander Panchenko)

Vor 10 Jahren • 956 Aufrufe

IIT-TUDA at SemEval-2016 Task 5: Beyond Sentiment Lexicon: Combining Domain Dependency and Distributional Semantics Features for Aspect Based Sentiment Analysis

Vor 7 Jahren • 578 Aufrufe

IIT-UHH at SemEval-2017 Task 3: Exploring Multiple Features for Community Question Answering and Implicit Dialogue Identification

Vor 6 Jahren • 1017 Aufrufe

Alexander Panchenko

Präsentationen

Semantic Similarity Measures for Semantic Relation Extraction

Вычислительная лексическая семантика: метрики семантической близости и их приложения

Document

Detecting Gender by Full Name: Experiments with the Russian Language

Dmitry Gubanov. An Approach to the Study of Formal and Informal Relations of Facebook Users (Presented by Alexander Panchenko)

Similarity Measures for Semantic Relation Extraction

Sentiment Index of the Russian Speaking Facebook

Неологизмы в социальной сети Фейсбук

Text Analysis of Social Networks: Working with FB and VK Data

IIT-TUDA at SemEval-2016 Task 5: Beyond Sentiment Lexicon: Combining Domain Dependency and Distributional Semantics Features for Aspect Based Sentiment Analysis

Getting started in Apache Spark and Flink (with Scala) - Part II

Noun Sense Induction and Disambiguation using Graph-Based Distributional Semantics

Making Sense of Word Embeddings

Unsupervised Does Not Mean Uninterpretable: The Case for Word Sense Induction and Disambiguation

Using Linked Disambiguated Distributional Networks for Word Sense Disambiguation

The 6th Conference on Analysis of Images, Social Networks, and Texts (AIST 2017)

Fighting with Sparsity of the Synonymy Dictionaries for Automatic Synset Induction

IIT-UHH at SemEval-2017 Task 3: Exploring Multiple Features for Community Question Answering and Implicit Dialogue Identification

Inducing Interpretable Word Senses for WSD and Enrichment of Lexical Resources

Improving Hypernymy Extraction with Distributional Semantic Classes

Building a Web-Scale Dependency-Parsed Corpus from Common Crawl

Graph's not dead: from unsupervised induction of linguistic structures from text towards applications in deep learning

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Improving Hypernymy Extraction with Distributional Semantic Classes

Intro to Data Mining and Machine Learning

CoClus ICDM Workshop talk