Dominik Schlechtweg

33 papers · 2017–2025 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🏃 Academic Marathon (8) 🐝 Cross-Pollinator (3) 🌈 Renaissance Researcher (8) 🗺️ Taxonomy Completionist (50) 🏆 Keyword Champion (4) 🌱 Topic Pioneer 🤝 Dynamic Duo (17) 🔥 Unstoppable (9) 💎 Century Club (32) 🗃️ Keyword Collector (112) ❓ The Questioner (5) ⚡ Prolific Year (5)

Conferences

ACL (9) COLING (6) EACL (5) EMNLP (4) IJCNLP (4) SEMEVAL (2) AACL (1) CONLL (1) NAACL (1)

Top co-authors

Sabine Schulte im Walde (17) Nina Tahmasebi (7) Jonas Kuhn (6) Haim Dubossarsky (4) Sinan Kurtyigit (4) Simon Hengchen (4) Jens Kaiser (3) Wei Zhao (3) Barbara McGillivray (3) Anna Hätty (2)

Research topics

Core Methods (1) Linguistics (1)

Keywords

semantic change detection (9) lexical semantic change (8) lexical semantics (6) word embedding (6) semantic proximity (6) word sense (4) semantic change (4) ordinal classification (4) diachronic analysis (3) unsupervised learning (3) semantic similarity (3) word usage graph (3) annotator disagreement (2) vector alignment (2) sentence transformer (2) diachronic corpus (2) negative sampling (2) natural language processing (2) ranking objective (2) bayesian inference (2)

Papers

Predicting Median, Disagreement and Noise Label in Ordinal Word-in-Context Data COLING 2025

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

XL-DURel: Finetuning Sentence Transformers for Ordinal Word-in-Context Classification AACL 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

TRoTR: A Framework for Evaluating the Re-contextualization of Text Reuse 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

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

More than just Frequency? Demasking Unsupervised Hypernymy Prediction Methods IJCNLP 2021

Lexical Semantic Change Discovery ACL 2021

More than just Frequency? Demasking Unsupervised Hypernymy Prediction Methods ACL 2021

Modeling Sense Structure in Word Usage Graphs with the Weighted Stochastic Block Model ACL 2021

Explaining and Improving BERT Performance on Lexical Semantic Change Detection EACL 2021

Regression Analysis of Lexical and Morpho-Syntactic Properties of Kiezdeutsch EACL 2021

DWUG: A large Resource of Diachronic Word Usage Graphs in Four Languages EMNLP 2021

Lexical Semantic Change Discovery IJCNLP 2021

Modeling Sense Structure in Word Usage Graphs with the Weighted Stochastic Block Model IJCNLP 2021

Effects of Pre- and Post-Processing on type-based Embeddings in Lexical Semantic Change Detection EACL 2021

IMS at SemEval-2020 Task 1: How Low Can You Go? Dimensionality in Lexical Semantic Change Detection SEMEVAL 2020

SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection SEMEVAL 2020

SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection COLING 2020

Predicting Degrees of Technicality in Automatic Terminology Extraction ACL 2020

IMS at SemEval-2020 Task 1: How Low Can You Go? Dimensionality in Lexical Semantic Change Detection COLING 2020

Time-Out: Temporal Referencing for Robust Modeling of Lexical Semantic Change ACL 2019

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

Diachronic Usage Relatedness (DURel): A Framework for the Annotation of Lexical Semantic Change NAACL 2018

Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection EACL 2017

German in Flux: Detecting Metaphoric Change via Word Entropy CONLL 2017