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fine-tuning-bert

Here are 17 public repositories matching this topic...

SatyamSoni23 / Smart-Question-Answering-System-on-Document

It's Smart-Question Answering System on short as well as long documents. It can automatically find answers to matching questions directly from documents. The deep learning language model converts the questions and documents to semantic vectors to find the matching answer.

nlp word2vec word-embeddings bert glove-embeddings bert-embedding cdqa fine-tuning-bert

Updated Feb 3, 2024
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angelosps / Question-Answering

❓Fine-tuning BERT for extractive QA on SQuAD 2.0

question-answering fine-tuning-bert

Updated Nov 1, 2021
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r-sajal / DeepLearning-

nlp opencv natural-language-processing computer-vision sklearn image-processing python3 preprocessing bert math-expression-evaluator wordembedding knn-classification bert-fine-tuning ktrain knn-image-classification hugging-face fine-tuning-nlp fine-tuning-bert math-equation-solver

Updated May 11, 2022
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andrea-gasparini / nlp-word-sense-disambiguation-wic-data

WSD for Word-in-Context (WiC) disambiguation, experimenting with BERT feature-based and fine-tuning approaches (GlossBERT)

python nlp pytorch wsd word-sense-disambiguation bert fine-tuning sapienza-university huggingface pytorch-lightning fine-tuning-bert word-in-context word-in-context-disambiguation glossbert

Updated Oct 25, 2022
Python

alpcansoydas / turkish-hate-speech-analysis

Turkish Hate Speech Detection

python nlp machine-learning pytorch bert offensive-language fine-tuning hate-speech-detection fine-tuning-bert

Updated May 5, 2023
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SayamAlt / Emotion-Detection-using-fine-tuned-BERT-Transformer

Successfully developed a fine-tuned BERT transformer model which can effectively perform emotion classification on any given piece of texts to identify a suitable human emotion based on semantic meaning of the text.

natural-language-processing feature-engineering natural-language-understanding emotion-classification text-preprocessing fine-tuning-bert bert-transformer

Updated Dec 13, 2022
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SayamAlt / Resume-Classification-using-fine-tuned-BERT

Successfully developed a resume classification model which can accurately classify the resume of any person into its corresponding job with a tremendously high accuracy of more than 99%.

nlp exploratory-data-analysis word-embeddings model-evaluation text-preprocessing bert-model text-tokenization fine-tuning-bert

Updated Jan 13, 2023
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spyros-briakos / Document-Retrieval-and-Question-Answering-with-BERT

Initially implement Document-Retrieval-System with SBERT embeddings and evaluate it in CORD-19 dataset. Afterwards, fine tune BERT model with SQuAD.v2 dataset so as to evaluate it in Question Answering task.

pytorch question-answering document-retrieval google-colab squad-dataset cord-19-dataset sbert fine-tuning-bert

Updated Mar 5, 2021
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SayamAlt / News-Category-Classification

Successfully developed a news category classification model using fine-tuned BERT which can accurately classify any news text into its respective category i.e. Politics, Business, Technology and Entertainment.

nlp text-classification exploratory-data-analysis feature-engineering model-evaluation text-cleaning text-preprocessing bert-embeddings text-tokenization fine-tuning-bert

Updated Jan 17, 2023
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kayodeolaleye / multilang-identification

A PyTorch Lightning Implementation of Multi-Language Identification using a SentenceTransformer model pre-trained on English. Work done while interning at ByteFuse.

nlp language-identification sentence-transformers fine-tuning-bert

Updated Feb 3, 2023
Python

CAG9 / BERT-QA

Question Answering with a Fine-Tuned BERT

python nlp question-answering nlp-machine-learning bert bert-models bert-fine-tuning fine-tuning-nlp fine-tuning-bert

Updated Jul 22, 2022
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Anshumaan-Chauhan02 / CheMapBERT

External Knowledge Infusion using INCIDecoder into BERT for Chemical Mapping

python classification weight-transfer bert-classifier fine-tuning-bert masked-language-modeling knowledge-infusion

Updated Jul 10, 2023
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SayamAlt / English-to-Spanish-Language-Translation-using-Seq2Seq-and-Attention

Successfully established a Seq2Seq with attention model which can perform English to Spanish language translation up to an accuracy of almost 97%.

natural-language-processing language-translation exploratory-data-analysis text-generation neural-machine-translation attention-model attention-is-all-you-need text-preprocessing luong-attention text-tokenization seq2seq-modeling fine-tuning-bert bert-transformer hugging-face-transformers model-inference model-architecture-and-implementation model-training-and-evaluation

Updated May 6, 2024
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SebastianKotstein / Parameter-Matching-Web-APIs

Notebooks for fine-tuning and evaluating a pre-trained BERT model to the task of semantic parameter matching in Web APIs

nlp ai openapi web-api transformer bert fine-tuning-bert

Updated Feb 1, 2024
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JediRhymeTrix / COSC-6339-HW3

Updated May 4, 2022
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ongaunjie1 / sentiment-analysis-BERT-tuning

Using BERT models to perform sentiment analysis on women's clothing

nlp sentiment-analysis pytorch nlp-machine-learning bert-model distilbert-model fine-tuning-bert

Updated Nov 28, 2023
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SebastianKotstein / RESTBERTa

Notebooks for fine-tuning and evaluating pre-trained BERT models to tasks for semantic search in Web API documentation

nlp ai openapi web-api transformer bert fine-tuning-bert

Updated Apr 10, 2024
Jupyter Notebook

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