Stefan Evert

17 papers · 2001–2021 · 8 venues · across top CS/AI venues

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Achievements

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🏃 Academic Marathon · Ultra 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🌍 Conference Polyglot · Silver ❓ The Questioner

💎 Century Club · Bronze 🚀 Conference Pioneer

Venues

SemEval (6) ACL (3) COLING (2) EACL (2) CoNLL (1) EMNLP (1) Interspeech (1) NAACL (1)

Top co-authors

Thomas Proisl (5) Besim Kabashi (4) Nataliia Plotnikova (3) Paul Greiner (3) Gabriella Lapesa (3) Marco Baroni (2) Philipp Heinrich (1) Tamara Schertl (1) Elmar Nöth (1) Sebastian Wankerl (1)

Research topics

Machine Learning (4) Core Methods (4) Natural Language Processing (2) Applications (2) Deep Learning (1) Interdisciplinary (1) Architectures (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Linguistics (1)

Keywords

latent dirichlet allocation (1) dependency parsing (1) syntactic analysis (1) semantic representation (1) deep learning (1) speech analysis (1) distributional semantics (1) semantic similarity (1) topic model (1) sentence embedding (1) distributional semantic model (1) n-gram model (1) evaluation dataset (1) window-based model (1) automatic diagnosis (1) free association (1) alzheimer disease diagnosis (1) implicit emotion classification (1)

Papers

FAST: A carefully sampled and cognitively motivated dataset for distributional semantic evaluation CoNLL 2021 EmotiKLUE at IEST 2018: Topic-Informed Classification of Implicit Emotions EMNLP 2018 An N-Gram Based Approach to the Automatic Diagnosis of Alzheimer’s Disease from Spoken Language Interspeech 2017 Large-scale evaluation of dependency-based DSMs: Are they worth the effort? EACL 2017 KLUEless: Polarity Classification and Association SemEval 2015 SemantiKLUE: Semantic Textual Similarity with Maximum Weight Matching SemEval 2015 Distributional Semantics in R with the wordspace Package COLING 2014 SemantiKLUE: Robust Semantic Similarity at Multiple Levels Using Maximum Weight Matching SemEval 2014 SentiKLUE: Updating a Polarity Classifier in 48 Hours SemEval 2014 SNAP: A Multi-Stage XML-Pipeline for Aspect Based Sentiment Analysis SemEval 2014 KLUE: Simple and robust methods for polarity classification SemEval 2013 Distributional Semantic Models NAACL 2010 Words and Echoes: Assessing and Mitigating the Non-Randomness Problem in Word Frequency Distribution Modeling ACL 2007 zipfR: Word Frequency Modeling in R ACL 2007 Significance tests for the evaluation of ranking methods COLING 2004 Experiments on Candidate Data for Collocation Extraction EACL 2003 Methods for the Qualitative Evaluation of Lexical Association Measures ACL 2001