distilbert-model

There are 0 repository under distilbert-model topic.

YonghaoZhao722 / distilbert-base-uncased-finetuning
This repository contains a DistilBERT model fine-tuned using the Hugging Face Transformers library on the IMDb movie review dataset. The model is trained for sentiment analysis, enabling the determination of sentiment polarity (positive or negative) within text reviews.
distilbert-model huggingface imdb-dataset machine-learning nlp transfomer
Language:Jupyter Notebook 84
karish-grover / Humor-Analysis-using-Ensembles-of-Simple-Transformers
This paper describes Humor Analysis using Ensembles of Simple Transformers, the winning submission at the Humor Analysis based on Human Annotation (HAHA) task at IberLEF 2021.
humor-classification humor-detection ensemble-learning transfer-learning transformers bert-model roberta albert distilbert-model bert-fine-tuning text-classification
Language:Jupyter Notebook 7
HannaAbiAkl / PSYCHIC
The official repository for the PSYCHIC model
distilbert distilbert-model entity-linking extractive-question-answering knowledge-graph neuro-symbolic neuro-symbolic-ai neuro-symbolic-hybrid-ai neuro-symbolic-learning question-answering sparql sparql-endpoints sparql-query transformers
Language:Jupyter Notebook 3
abhay-43 / Internet-Hinglish-Memes-Classification-using-Multimodal-Learning
This project classifies Internet Hinglish memes using multimodal learning. It combines text and image analysis to categorize memes by sentiment and emotion, leveraging the Memotion 3.0 dataset.
distilbert-model keras multimodal-learning pandas python vgg16-model tensorflow
Language:Jupyter Notebook 2
Hasibwajid / Novel-Emotion-Detection-Using-emotion-english-distilroberta-base
Analyzes emotions in text chunks per chapter using a sentiment analysis model, visualizing scores across chunks as line graphs. Includes pie charts showing dominant emotions per chapter, enhancing understanding of emotional variations in text chunks. Developed using Transformers library.
deeplearning machinelearningprojects nlp nlp-machine-learning nlpproject sentimentanalysis analyseemotion novelemotiondetection novelsentimentanalysis textemotiondetection textsentimentanalysis distilbert distilbert-model transformers-models
Language:Jupyter Notebook 2
pavlosdais / Deep-Learning-NLP
Deep learning for Natural Language Processing
bert-model feedforward-neural-network natural-language-processing regression hyperparameter-optimization recurrent-neural-networks distilbert distilbert-model bert general-elections optuna
Language:Jupyter Notebook 2
rybread1 / coronavirus-tweet-nlp
Multiclass classification on tweets about the coronavirus
distilbert-model machine-learning deep-learning natural-language-processing tweets sentiment-analysis multiclass-classification
Language:Jupyter Notebook 2
sonu-gupta / Doxing-on-Twitter
This repository contains my work on the prevention and anonymization of dox content on Twitter. It contains python code and demo of the proposed solution.
anonymization binary-classification distilbert-model doxing named-entity-recognition natural-language-processing nudging twitter
Language:Jupyter Notebook 2
yashvakil / NLPCosmosQA
nlp bert-model roberta error-analysis distilbert-model question-answering
Language:Python 2
AchintyaX / klang.ai
A Deep Learning Based Voice Analytics toolkit
audio automatic-speech-recognition deepspeech-model distilbert-model emotion-detection machine-learning-algorithms named-entity-recognition sentiment-analysis voice-analytics
Language:Python 1
anudeepvanjavakam1 / lit_or_not_on_reddit
This app searches reddit posts and comments to determine if a product or service has a positive or negative sentiment and predicts top product mentions using Named Entity Recognition
distilbert-model huggingface-transformers named-entity-recognition nlp-machine-learning nltk-library reddit reviewsanalysis-nlp sentiment-analysis streamlit token-classification vader-sentiment-analysis
Language:Jupyter Notebook 1
jungsoh / transformers-question-answering
Fine tuning pre-trained transformer models in TensorFlow and in PyTorch for question answering
question-answering distilbert-model huggingface-transformers tensorflow pytorch babi-dataset pytorch-api tokenizers gradient-tape
Language:Jupyter Notebook 1
KJSendrejas / LSA-DistilBERT-Model
distilbert-model latent-semantic-analysis nlp-machine-learning
Language:Jupyter Notebook 1
muktajoya / TextClassification
Finetune the Transformer model 'DistilBERT' with PyTorch framework . Then inference on a dataset by using this fine-tuned model with the help of Pipeline.
distilbert-model fine-tuning huggingface-transformers inference pipeline pytorch python
Language:Jupyter Notebook 1
ongaunjie1 / sentiment-analysis-BERT-tuning
Using BERT models to perform sentiment analysis on women's clothing
bert-model distilbert-model fine-tuning-bert nlp-machine-learning pytorch nlp sentiment-analysis
Language:Jupyter Notebook 1
Ritaprava95 / Custom_Entity_Extraction_Transformers
Performing named entity extraction task using Huggingface Transformers
distilbert distilbert-model huggingface-transformers pytorch
Language:Jupyter Notebook 1
SaiferGit / Hands-On-QA
We explored recent studies in Question Answering System. Then tried out 3 different QA models(BERT and DistilBERT) for the sake of learning.
question-answering ipynb googlecolab bert-model distilbert-model gpu
Language:Jupyter Notebook 1
Siddharth1989 / LearnerCentricFeedbackEnhancement
Developing a feedback theory-informed natural language processing (NLP) model to enable large-scale evaluation of written feedback, and analysing a large set of feedback extracted from Moodle using this model to understand the presence of student-centred feedback elements, the commonality and differences in feedback provision across disciplines.
blooms-taxonomy deep-learning distilbert-model machine-learning natural-language-processing nltk-python xgboost-classifier learner-centred-feedback chi-square huggingface-transformers lemmatization nltk part-of-speech-tagging sklearn tokenization wordcloud
Language:Jupyter Notebook 1
asma-hachaichi / Contextual-answering
Advanced NLP with Contextual Question Answering: This notebook extracts, cleans, and processes text data from multiple files. It utilizes transformer models for contextual question answering and sentence generation. Perfect for exploring cutting-edge NLP techniques and comparing transformer model performances.
distilbert-model distilgpt2 keytotext machine-learning nlp question-answering transformers
0
brgE-93 / DistilBert_review
Sentiment analysis on products reviews with Vader and Distilbert
distilbert-model nlp pretrained-models sentiment-analysis sentiment-polarity transformers-model vadersentiment dataloader huggingface nltk
Language:Jupyter Notebook 0
gr3gor1 / Fake-News-Detection-with-DistilBERT
Thesis Project
distilbert distilbert-model fake-news fake-news-classification fake-news-detection google-colab nlp-machine-learning python tensorflow transformers
Language:Jupyter Notebook 0
gupta-achal02 / Finetuned_DistilBERT
Finetuning DistilBERT on IMDB Dataset
distilbert-model huggingface pytorch sentiment-analysis
Language:Jupyter Notebook 0
mariaviana21 / lm-fill-in-the-gaps
Using Bert and Distilbert to fill in the gaps
bert-fine-tuning distilbert-model fill-in-the-blanks german spanish
Language:Jupyter Notebook 0
Mohsen-29 / Distilbert-and-LSTM-to-detect-hate-speech-on-Twitter
Distilbert and LSTM can identify hate speech in various text sequences. In our project, we combined datasets to evaluate their performance on validation set and achieved 93% accuracy with Distilbert and 94% with LSTM.
classification data-science deep-neural-networks distilbert-model lstm-neural-networks nlp python3
Language:Jupyter Notebook 0
yashk1900 / BridgeI-I_2021
Classification, ADSA and Text Summarisation based project for BridgeI2I Task at Inter IIT 2021 Competition. Silver Medalists.
adsa bert-model classification distilbert-model nlp summarization t5 text
Language:Jupyter Notebook 0
abhiverse01 / Sentiment-Analysis-with-Distilbert-Base
Sentiment analysis using the distilbert-base-uncased model using the movies dataset.
colab-notebook distilbert-model machine-learning sentiment-analysis
Language:Jupyter Notebook
amberwalker-ds / Advanced_NLP_project
This project involves analyzing and classifying the BoolQ dataset from the SuperGLUE benchmark. We implemented various classifiers and techniques, including rules-based logic, BERT, RNN, and GPT-3/4 data augmentation, achieving performance improvements.
bert-fine-tuning bert-model distilbert-model llm-training nlp superglue
Language:Jupyter Notebook
ankit1281998 / Sentiment_Analysis
Implemented pre-trained Transformer-based distilBERT and BERT multilingual model to classify sentiments in positive or negative class and ranked them on scale of 1 to 5
bert-model distilbert-model pipeline transformers
Language:Jupyter Notebook
Aravinth-Megnath / Text_classification-Distilbert
This project centers on elevating customer satisfaction by conducting sentiment analysis on customer feedback for an online classes and video conferencing app. The aim is to decipher customer sentiments in their feedback, extract insights, and improve user experience while addressing any concerns.
distilbert-model machine-learning nlp text-classification transformers
Language:Jupyter Notebook
asfkfjhe / Job.Query
This project is designed to streamline the recruitment process by providing a job and resume matching system and a chatbot for applicants. The key functionalities include: Job and Resume Matching and LLM powered chatbot
chatbot cosine-similarity distilbert-model llm
Language:HTML
julicq / TFM-Classifier
LLM transformer Classifier with DistilBERT model
classification distilbert-model llm
Language:Python
MariahFerns / QuestionAnswering-BERT-Finetuned-Finance
Fine tune bert on a question answering dataset that is further finetuned on finance data to answer questions posed by senior leadership
distilbert-model finetuning-llms huggingface-datasets question-answering squad transformers
Language:Jupyter Notebook
mcxraider / Sentiment-Analysis-with-BERT
Sentiment Analysis of movie reviews
bayesian-optimization distilbert-model natural-language-processing
Language:Jupyter Notebook
SayamAlt / Cyberbullying-Classification-using-fine-tuned-DistilBERT
Successfully fine-tuned a pretrained DistilBERT transformer model that can classify social media text data into one of 4 cyberbullying labels i.e. ethnicity/race, gender/sexual, religion and not cyberbullying with a remarkable accuracy of 99%.
cyberbullying-detection data-exploration distilbert-model exploratory-data-analysis fine-tune-bert-tensorflow llm model-inference model-training-and-evaluation multiclass-classification natural-language-processing text-classification text-preprocessing text-tokenization
Language:Jupyter Notebook
SayamAlt / Financial-News-Sentiment-Analysis
Successfully developed a fine-tuned DistilBERT transformer model which can accurately predict the overall sentiment of a piece of financial news up to an accuracy of nearly 81.5%.
data-exploration-and-preprocessing distilbert-model fine-tune-bert-tensorflow hugging-face-transformers model-architecture-and-implementation model-inference model-training-and-evaluation multiclass-classification natural-language-processing sentiment-analysis text-preprocessing text-tokenization
Language:Jupyter Notebook
selcia25 / text-analysis
🗨️ This repository contains a collection of notebooks and resources for various NLP tasks using different architectures and frameworks.
bert-model bidirectional-lstm conll-2003 distilbert-model huggingface-transformers imdb-dataset keras language-model masked-language-modeling named-entity-recognition python question-answering scikit-learn single-layered-neural-network squad-dataset tensorflow text-classification transformer
Language:Jupyter Notebook

distilbert-model

YonghaoZhao722 / distilbert-base-uncased-finetuning

karish-grover / Humor-Analysis-using-Ensembles-of-Simple-Transformers

HannaAbiAkl / PSYCHIC

abhay-43 / Internet-Hinglish-Memes-Classification-using-Multimodal-Learning

Hasibwajid / Novel-Emotion-Detection-Using-emotion-english-distilroberta-base

pavlosdais / Deep-Learning-NLP

rybread1 / coronavirus-tweet-nlp

sonu-gupta / Doxing-on-Twitter

yashvakil / NLPCosmosQA

AchintyaX / klang.ai

anudeepvanjavakam1 / lit_or_not_on_reddit

jungsoh / transformers-question-answering

KJSendrejas / LSA-DistilBERT-Model

muktajoya / TextClassification

ongaunjie1 / sentiment-analysis-BERT-tuning

Ritaprava95 / Custom_Entity_Extraction_Transformers

SaiferGit / Hands-On-QA

Siddharth1989 / LearnerCentricFeedbackEnhancement

asma-hachaichi / Contextual-answering

brgE-93 / DistilBert_review

gr3gor1 / Fake-News-Detection-with-DistilBERT

gupta-achal02 / Finetuned_DistilBERT

mariaviana21 / lm-fill-in-the-gaps

Mohsen-29 / Distilbert-and-LSTM-to-detect-hate-speech-on-Twitter

yashk1900 / BridgeI-I_2021

abhiverse01 / Sentiment-Analysis-with-Distilbert-Base

amberwalker-ds / Advanced_NLP_project

ankit1281998 / Sentiment_Analysis

Aravinth-Megnath / Text_classification-Distilbert

asfkfjhe / Job.Query

julicq / TFM-Classifier

MariahFerns / QuestionAnswering-BERT-Finetuned-Finance

mcxraider / Sentiment-Analysis-with-BERT

SayamAlt / Cyberbullying-Classification-using-fine-tuned-DistilBERT

SayamAlt / Financial-News-Sentiment-Analysis

selcia25 / text-analysis