Sentiment analysis using the distilbert-base-uncased model using the movies dataset.
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Jul 21, 2024 - Jupyter Notebook
#
distilbert-model
Here are 78 public repositories matching this topic...
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
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Feb 10, 2022 - Jupyter Notebook
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
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Oct 20, 2023 - Jupyter Notebook
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
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Sep 27, 2024 - Jupyter Notebook
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.
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Jun 16, 2024 - Jupyter Notebook
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
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Feb 21, 2023 - Jupyter Notebook
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May 5, 2020 - Python
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
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Jun 26, 2025 - Jupyter Notebook
Using BERT models to perform sentiment analysis on women's clothing
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Nov 28, 2023 - Jupyter Notebook
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
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Feb 5, 2022 - Jupyter Notebook
Multiclass classification on tweets about the coronavirus
machine-learning natural-language-processing deep-learning tweets sentiment-analysis multiclass-classification distilbert-model
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Sep 22, 2020 - Jupyter Notebook
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
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Nov 18, 2023 - Jupyter Notebook
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
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Jul 6, 2021 - Python
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
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May 6, 2024 - Jupyter Notebook
Public validation of Collapse Index (CI) on SST-2 dataset: 42.8% flip rate, AUC 0.698. Reveals model brittleness beyond 90%+ accuracy under perturbations!
machine-learning natural-language-processing sentiment-analysis artificial-intelligence reproducibility model-evaluation robustness perturbations failure-analysis distilbert-model sst-2 model-evaluation-and-metrics collapse-index
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Dec 21, 2025 - Python
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
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Oct 28, 2024 - Jupyter Notebook
Sentiment analysis using Transformers (DistilBERT) from Hugging Face.
ai text-classification artificial-intelligence artificialintelligence huggingface distilbert distilbert-model huggingface-transformers hugging-face
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May 17, 2025 - Jupyter Notebook
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
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May 28, 2024 - HTML
transformers lstm question-answering lstm-model transformer-architecture distilbert distilbert-model
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Aug 21, 2024 - Jupyter Notebook
Performing named entity extraction task using Huggingface Transformers
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May 21, 2023 - Jupyter Notebook
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