Dominik Schlechtweg
27 papers · 2017–2025 · 8 venues · across top CS/AI venues
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semantic change detection
(6)
lexical semantic change
(6)
lexical semantics
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semantic proximity
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word embedding
(4)
semantic change
(4)
word usage graph
(3)
word sense
(3)
ordinal classification
(3)
semantic relatedness
(2)
annotator disagreement
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diachronic corpus
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natural language processing
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diachronic analysis
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unsupervised learning
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domain adaptation
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skip-gram model
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semantic similarity
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negative sampling
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word sense disambiguation
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Papers
ABDN-NLP at CoMeDi Shared Task: Predicting the Aggregated Human Judgment via Weighted Few-Shot Prompting
COLING 2025
CoMeDi Shared Task: Median Judgment Classification & Mean Disagreement Ranking with Ordinal Word-in-Context Judgments
COLING 2025
Predicting Median, Disagreement and Noise Label in Ordinal Word-in-Context Data
COLING 2025
XL-DURel: Finetuning Sentence Transformers for Ordinal Word-in-Context Classification
IJCNLP 2025
Enriching Word Usage Graphs with Cluster Definitions
COLING 2024
More DWUGs: Extending and Evaluating Word Usage Graph Datasets in Multiple Languages
EMNLP 2024
Presence or Absence: Are Unknown Word Usages in Dictionaries?
ACL 2024
The DURel Annotation Tool: Human and Computational Measurement of Semantic Proximity, Sense Clusters and Semantic Change
EACL 2024
TRoTR: A Framework for Evaluating the Re-contextualization of Text Reuse
EMNLP 2024
ChiWUG: A Graph-based Evaluation Dataset for Chinese Lexical Semantic Change Detection
EMNLP 2023
LSCDiscovery: A shared task on semantic change discovery and detection in Spanish
ACL 2022
DWUG: A large Resource of Diachronic Word Usage Graphs in Four Languages
EMNLP 2021
Effects of Pre- and Post-Processing on type-based Embeddings in Lexical Semantic Change Detection
EACL 2021
Explaining and Improving BERT Performance on Lexical Semantic Change Detection
EACL 2021
Lexical Semantic Change Discovery
ACL 2021
Modeling Sense Structure in Word Usage Graphs with the Weighted Stochastic Block Model
ACL 2021
More than just Frequency? Demasking Unsupervised Hypernymy Prediction Methods
ACL 2021
Regression Analysis of Lexical and Morpho-Syntactic Properties of Kiezdeutsch
EACL 2021
IMS at SemEval-2020 Task 1: How Low Can You Go? Dimensionality in Lexical Semantic Change Detection
SemEval 2020
Predicting Degrees of Technicality in Automatic Terminology Extraction
ACL 2020
SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection
SemEval 2020
A Wind of Change: Detecting and Evaluating Lexical Semantic Change across Times and Domains
ACL 2019
Second-order Co-occurrence Sensitivity of Skip-Gram with Negative Sampling
ACL 2019
Time-Out: Temporal Referencing for Robust Modeling of Lexical Semantic Change
ACL 2019
Diachronic Usage Relatedness (DURel): A Framework for the Annotation of Lexical Semantic Change
NAACL 2018
German in Flux: Detecting Metaphoric Change via Word Entropy
CoNLL 2017
Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection
EACL 2017