ETS Lexical Associations System for the COGALEX-4 Shared Task

The CogALex-IV Shared Task on the Lexical Access Problem

Extracting meaning by idiomaticity: Description of the HSemID system at CogALex VI (2020)

The HSemID system, submitted to the CogALex VI Shared Task is a hybrid system relying mainly on metric clusters measured in large web corpora, complemented by a vector space model using cosine similarity to detect semant…

The CogALex-V Shared Task on the Corpus-Based Identification of Semantic Relations

The shared task of the 5th Workshop on Cognitive Aspects of the Lexicon (CogALex-V) aims at providing a common benchmark for testing current corpus-based methods for the identification of lexical semantic relations (syno…

CogALex 2.0: Impact of Data Quality on Lexical-Semantic Relation Prediction

Predicting lexical-semantic relations between word pairs has successfully been accomplished by pre-trained neural language models. An XLM-RoBERTa-based approach, for instance, achieved the best performance differentiatin…

The CogALex Shared Task on Monolingual and Multilingual Identification of Semantic Relations

The shared task of the CogALex-VI workshop focuses on the monolingual and multilingual identification of semantic relations. We provided training and validation data for the following languages: English, German and Chine…