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abhiverse01 /SentimentAnalysis-DistilBERT

Star8

Sentiment analysis using the distilbert-base-uncased model using the movies dataset.

machine-learning sentiment-analysis colab-notebook distilbert-model

UpdatedJul 21, 2024
Jupyter Notebook

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

Star7

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.

text-classification transformers ensemble-learning transfer-learning albert humor-detection roberta bert-model bert-fine-tuning distilbert-model humor-classification

UpdatedFeb 10, 2022
Jupyter Notebook

HannaAbiAkl /PSYCHIC

Star3

The official repository for the PSYCHIC model

sparql transformers knowledge-graph question-answering sparql-query sparql-endpoints entity-linking neuro-symbolic-learning neuro-symbolic distilbert distilbert-model extractive-question-answering neuro-symbolic-ai neuro-symbolic-hybrid-ai

UpdatedOct 20, 2023
Jupyter Notebook

pavlosdais /Deep-Learning-NLP

Star3

Deep learning for Natural Language Processing (FNNs, RNNs, BERT)

natural-language-processing regression recurrent-neural-networks hyperparameter-optimization feedforward-neural-network bert general-elections bert-model optuna distilbert distilbert-model

UpdatedSep 27, 2024
Jupyter Notebook

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

Star3

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.

python tensorflow keras pandas multimodal-learning vgg16-model distilbert-model

UpdatedJun 16, 2024
Jupyter Notebook

yashvakil /NLPCosmosQA

Star2

nlp question-answering error-analysis roberta bert-model distilbert-model

UpdatedMay 5, 2020
Python

sonu-gupta /Doxing-on-Twitter

Star2

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.

natural-language-processing twitter named-entity-recognition binary-classification anonymization doxing nudging distilbert-model

UpdatedFeb 21, 2023
Jupyter Notebook

anudeepvanjavakam1 /lit_or_not_on_reddit

Star2

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

reddit sentiment-analysis named-entity-recognition vader-sentiment-analysis nlp-machine-learning nltk-library reviewsanalysis-nlp streamlit distilbert-model huggingface-transformers token-classification

UpdatedJun 26, 2025
Jupyter Notebook

jungsoh /transformers-question-answering

Star2

Fine tuning pre-trained transformer models in TensorFlow and in PyTorch for question answering

tensorflow pytorch question-answering babi-dataset pytorch-api distilbert-model huggingface-transformers gradient-tape tokenizers

UpdatedFeb 5, 2022
Jupyter Notebook

ongaunjie1 /sentiment-analysis-BERT-tuning

Star2

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

UpdatedNov 28, 2023
Jupyter Notebook

rybread1 /coronavirus-tweet-nlp

Star2

Multiclass classification on tweets about the coronavirus

machine-learning natural-language-processing deep-learning tweets sentiment-analysis multiclass-classification distilbert-model

UpdatedSep 22, 2020
Jupyter Notebook

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

Star2

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.

nlp deeplearning nlp-machine-learning sentimentanalysis machinelearningprojects distilbert distilbert-model transformers-models nlpproject textemotiondetection analyseemotion novelemotiondetection novelsentimentanalysis textsentimentanalysis

UpdatedNov 18, 2023
Jupyter Notebook

SayamAlt /Financial-News-Sentiment-Analysis

Star2

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%.

natural-language-processing sentiment-analysis multiclass-classification text-preprocessing text-tokenization distilbert-model hugging-face-transformers fine-tune-bert-tensorflow model-inference model-architecture-and-implementation model-training-and-evaluation data-exploration-and-preprocessing

UpdatedMay 6, 2024
Jupyter Notebook

AchintyaX /klang.ai

Star2

A Deep Learning Based Voice Analytics toolkit

audio sentiment-analysis machine-learning-algorithms named-entity-recognition automatic-speech-recognition emotion-detection deepspeech-model distilbert-model voice-analytics

UpdatedJul 6, 2021
Python

shreyansh-2003 /xi-putin-wikipedia-articles-analysis

Star1

This project analyzes and compares the Wikipedia articles of Xi Jinping and Vladimir Putin over 20 years, uncovering differences in portrayal, sentiment, and biases to measure public perception of each leader.

python nlp machine-learning wikipedia emotion-analysis glove-embeddings bias-detection bert-model nrc-emotion-lexicon distilbert-model

UpdatedOct 28, 2024
Jupyter Notebook

AlanBennyOfficial /Sentiment-Analysis

Star1

Sentiment analysis using Transformers (DistilBERT) from Hugging Face.

ai text-classification artificial-intelligence artificialintelligence huggingface distilbert distilbert-model huggingface-transformers hugging-face

UpdatedMay 17, 2025
Jupyter Notebook

Manohara-Ai /Reinforcement_Learning_Framework_to_Prevent_Jailbreaks

Star1

A reinforcement learning-based system designed to detect and prevent jailbreak attempts in AI models, ensuring safe and controlled model behavior under adversarial conditions.

nlp jailbreak transformers rl gpt2 distilbert-model