Elena Daskalaki

4 papers · 2022–2022 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Venues

EMNLP (2) COLING (1) NAACL (1)

Top co-authors

Sandaru Seneviratne (4) Hanna Suominen (3) Artem Lenskiy (2) Yuan Ma (1)

Research topics

Machine Learning (4) Natural Language Processing (4) Deep Learning (3) Core Methods (3) Applications (2) Generation (2) Learning Types · Deep Learning (2) Understanding (2) Application Areas (1) Architectures (1) Learning Types · Machine Learning (1) Models (1) Resources & Methods (1)

Keywords

contextual embedding (2) lexical substitution (2) paraphrase generation (1) semantic consistency (1) text simplification (1) data quality (1) text embedding (1) word embedding (1) sentence embedding (1) lexical simplification (1) parallel dataset (1) unsupervised method (1) contextual word embedding (1) neural network (1) triplet network (1) acronym disambiguation (1) contextual sentence embedding (1) dataset refinement (1) representation learning (1) factuality error detection (1)

Papers

CILex: An Investigation of Context Information for Lexical Substitution Methods COLING 2022 CILS at TSAR-2022 Shared Task: Investigating the Applicability of Lexical Substitution Methods for Lexical Simplification EMNLP 2022 Improving Text Simplification with Factuality Error Detection EMNLP 2022 m-Networks: Adapting the Triplet Networks for Acronym Disambiguation NAACL 2022