10 skills found
SEU-COIN / LLMPapersPapers & Works for large languange models (OpenAI GPT-4, Meta Llama, etc.).
marcopoli / AlBERTo ItAlBERTo the first italian BERT model for Twitter languange understanding
YigitGunduc / SpectrumSpectrum is an AI that uses machine learning to generate Rap song lyrics
christos42 / CLDR CLNER ModelsThough language model text embeddings have revolutionized NLP research, their ability to capture high-level semantic information, such as relations between entities in text, is limited. In this paper, we propose a novel contrastive learning framework that trains sentence embeddings to encode the relations in a graph structure. Given a sentence (unstructured text) and its graph, we use contrastive learning to impose relation-related structure on the token level representations of the sentence obtained with a CharacterBERT (El Boukkouri et al., 2020) model. The resulting relation-aware sentence embeddings achieve state-of-the-art results on the relation extraction task using only a simple KNN classifier, thereby demonstrating the success of the proposed method. Additional visualization by a tSNE analysis shows the effectiveness of the learned representation space compared to baselines. Furthermore, we show that we can learn a different space for named entity recognition, again using a contrastive learning objective, and demonstrate how to successfully combine both representation spaces in an entity-relation task.
yasenstar / PlantUML In ActionLearning and practice PlantUML languange and its modeling
john-hawkins / Data Science FirstRepository of code examples for the book "Data Science First: Using Language Models in AI-Enabled Applications" -- Broken down into case studies using data from media, education, telecommunications and investment research.
Herutriana44 / Quantum Hybrid Languange Model ResearchNo description available
zeinhasan / Suicidal Detection Sentiment AnalysisSuicidal Ideation Detection Using Natural Languange Processing and Machine Learning - Deep Learning Models
BarryMafu / LitLensAn arXiv paper recommendation system based on large languange model.
zhaoyanpeng / PysrilmSimple Python Wrapper for SRILM with Python 2.x and 3.x Supported
