xlnet
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🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
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May 30, 2024 - Python
This study aims to investigate the effectiveness of three Transformers (BERT, RoBERTa, XLNet) in handling data sparsity and cold start problems in the recommender system. We present a Transformer-based hybrid recommender system that predicts missing ratings and ex- tracts semantic embeddings from user reviews to mitigate the issues.
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May 30, 2024 - Jupyter Notebook
Annotations of the interesting ML papers I read
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May 26, 2024
Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)
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May 21, 2024 - Python
A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, and transfer learning.
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May 19, 2024
Classification of medical texts to differentiate between human medical and veterinary subjects.
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May 16, 2024 - Jupyter Notebook
Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
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May 14, 2024 - Python
The "LLM Projects Archive" is a centralized GitHub repository, offering a diverse collection of Language Model Models projects. A valuable resource for researchers, developers, and enthusiasts, it showcases the latest advancements and applications in the realm of LLMs. Explore and contribute to the dynamic landscape of language model projects.
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May 14, 2024 - Python
中文长文本分类、短句子分类、多标签分类、两句子相似度(Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short),字词句向量嵌入层(embeddings)和网络层(graph)构建基类,FastText,TextCNN,CharCNN,TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
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May 3, 2024 - Python
Text summarization using cosine similarity and XLNET for extractive & abstractive summarization techniques.
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May 2, 2024 - Jupyter Notebook
This repository houses three fine-tuned machine learning models for NLP tasks: Text Emotion Recognition, Sentiment Analysis, and Cyberbullying Detection.
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Apr 30, 2024 - Jupyter Notebook
Space Model framework that allows for maintaining generalizability, and enhances the performance on the downstream task by utilizing task-specific context attribution. It is an external LLM layer, that improves accuracy in classification task for multiple datasets, such as HateXplain, IMDB movies reviews and more.
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Apr 29, 2024 - HTML
NLP (Natural Language Processing)
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Mar 2, 2024 - Jupyter Notebook
a novel hypernym discovery system based on XLNet, which outperformed baselines in SemEval tasks, highlighting expertise in innovative language models and ethical considerations in NLP.
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Jan 25, 2024 - Jupyter Notebook
Three transformer models for performing extractive summarization technique on news data
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Jan 19, 2024 - Jupyter Notebook
Hands on NLP and Computer Vision with Transformers
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Nov 19, 2023 - Jupyter Notebook
Exploring a collection of Jupyter notebooks showcasing a variety of Natural Language Processing (NLP) projects.
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Oct 31, 2023 - Jupyter Notebook
Fine-tuning Llama2-7b and other llms for categorising emails for Deutsche Bahn (German National Railways)
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Oct 9, 2023 - Jupyter Notebook
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