Christin Beck

5 papers · 2020–2023 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

COLING (2) ACL (1) EMNLP (1) SemEval (1)

Top co-authors

Aikaterini-Lida Kalouli (2) Mennatallah El-Assady (2) Rita Sevastjanova (2) Hannah Booth (1) Hanna Schäfer (1) Miriam Butt (1) Maribel Romero (1) Marisa Köllner (1)

Research topics

Natural Language Processing (4) Artificial Intelligence (3) Machine Learning (3) Resources & Methods (3) Core AI (2) Learning Types (2) Interdisciplinary (1) Core Methods (1) Generation (1) Learning Paradigms (1) Linguistics (1) Optimization & Theory (1)

Keywords

function word (2) contextualized language model (2) lexical semantics (1) data annotation (1) semantic analysis (1) bert model (1) linguistic annotation (1) corpus linguistics (1) model interpretation (1) word embedding (1) contextualized embedding (1) semantic change detection (1) linguistic analysis (1) annotation error (1) contextualized word embedding (1) language model pretraining (1) embedding analysis (1) historical language (1) lexical semantic change (1) semantic relatedness (1)

Papers

GHisBERT – Training BERT from scratch for lexical semantic investigations across historical German language stages EMNLP 2023 Negation, Coordination, and Quantifiers in Contextualized Language Models COLING 2022 Explaining Contextualization in Language Models using Visual Analytics ACL 2021 DiaSense at SemEval-2020 Task 1: Modeling Sense Change via Pre-trained BERT Embeddings SemEval 2020 Representation Problems in Linguistic Annotations: Ambiguity, Variation, Uncertainty, Error and Bias COLING 2020