Popular GitHub Repositories for Lexical Semantics

[NAACL'21 & ACL'21] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.

Compass-aligned Distributional Embeddings. Align embeddings from different corpora

Data Sets and Models for Evaluation of Lexical Semantic Change Detection

Web based semantic visualization tool

Probing task; contextual embeddings -> textual definitions (EMNLP19)

The code and data for "Understanding Jargon: Combining Extraction and Generation for Definition Modeling" (EMNLP '22)

Visualizations of diachronic word embeddings

Research code for understanding lexical category learning in the RNN

利用大型语言模型 (LLM) 和 WordNet，基于 LSC-Eval 框架生成的合成数据集，用于评估 LSC (情感、强度、广度) 的关键维度。

Source code for "S?najaht: Definition Embeddings and Semantic Search for Reverse Dictionary Creation" published at *SEM 2024