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1. offensive-language-and-toxic-content-detection-with-visualization offensive-language-and-toxic-content-detection-with-visualization Public

   Detection of Offensive Language and Toxic Content in Tweets Using Word Embeddings, the OLID and SOLID Datasets, and LIME Visualizations for Enhanced Interpretability.

   Python 7

2. Reinforcement-Calibration-SimCSE Reinforcement-Calibration-SimCSE Public

   Reinforcement Calibration SimCSE, combining contrastive learning, artificial potential fields, perceptual loss, and RLHF to achieve improved Semantic Textual Similarity (STS) embeddings. PyTorch-ba…

   Python 10

3. event-timeline-generation-olympics event-timeline-generation-olympics Public

   A toy system for generating event timelines from social media data, specifically focusing on the Olympic Game medalist events.

   Jupyter Notebook 6

4. byte_pair_encoding_BPE_subword_tokenization_implementation_python byte_pair_encoding_BPE_subword_tokenization_implementation_python Public

   Byte-Pair Encoding (BPE) (subword-based tokenization) algorithm implementaions from scratch with python

   Python 12