Data enrichment with experimental results of the paper 'Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering'
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Mar 19, 2024 - Python
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deberta
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Kaggle NLP competition - Top 2% solution (36/2060)
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Mar 17, 2022 - Jupyter Notebook
Solutions to US patents phrase matching Kaggle competition https://www.kaggle.com/competitions/us-patent-phrase-to-phrase-matching
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Jun 21, 2022 - Jupyter Notebook
This repository contains the code for submission made at SemEval 2022 Task 5: MAMI
attention semeval bert multimodal-sentiment-analysis multimodal-deep-learning roberta deberta mpnet misogyny-detection semeval-2022
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Feb 27, 2022 - Jupyter Notebook
Scraping paper data, preprocessed and trained using BERT variants, deployment and an integration to website
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May 30, 2024 - Jupyter Notebook
Can you spot automatically generated scientific excerpts?
nlp deep-learning text-classification keras transformers classification text-data tensorflow2 deberta
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Aug 9, 2022 - Jupyter Notebook
Automated-Essay-Scoring-Systems-with-NLP-Models
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Aug 20, 2024 - Jupyter Notebook
Some experiments to compare the performances of some pre-trained transformer models on a basic sentiment regression task
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Mar 5, 2022 - Python
A PyTorch Library for Sequence Labeling Tasks such as Named-entity Recognition or Part-of-speech Tagging
transformers torch pytorch named-entity-recognition bert sequence-labeling roberta part-of-speech-tagging deberta
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Dec 13, 2023 - Python
Finetuning Large Language Models
text-classification text-generation summarization lora quantization finetuning roberta bert-model distilbert deberta t5-model llms finetuning-llms llama2 peft-fine-tuning-llm
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Sep 25, 2024
Multi-label toxic-comment classifier (DeBERTa v3, Kaggle Jigsaw Challenge) — portfolio demo.
nlp machine-learning deep-learning transformers pytorch kaggle multi-label-classification huggingface toxicity-detection deberta
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Jul 18, 2025 - Jupyter Notebook
The code of Hierarchical Multi-label Classification (HMC). It is a final course project of Natural Language Processing and Deep Learning, 2022 Fall.
nlp multi-label-classification nlp-machine-learning hierarchical-models hierarchical-classification deberta
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Nov 30, 2022 - Python
Interactive Web app for multilingual question answering using state-of-the-art Transformer models (BERT, DistilBERT, RoBERTa, DeBERTa, and multilingual BERT) for English and Arabic. Compare answers, try sample data, and explore chatbot-ready features.
nlp natural-language-processing deep-learning chatbot transformers question-answering attention-mechanism nlp-machine-learning bert roberta huggingface streamlit distilbert deberta roberta-model xquad-bert multibert
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Jul 16, 2025 - Python
Document Clustering, Summarisation and Visualisation on 20NewsGroup
visualization clustering topic sklearn word-cloud treemap topic-modeling summarization k-means bert umap hdbscan roberta bert-embeddings huggingface huggingface-transformers deberta umap-hdbscan bertopic
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Nov 27, 2023 - Jupyter Notebook
This project focuses on the Tachygraphy analysis i.e. Micro-Text analysis using Deep Learning techniques. The primary goal is to predict the simplified, expanded text from shorthand forms often found in casual digital communication. Additionally, the project aims to extract sentiments, emotions, personality traits, and other relevant information.
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Mar 3, 2025 - Jupyter Notebook
In this demo, we illustrate the the possibility of using Semantic Search + Recognising Textual Entailment with Gradio to build an automated fact checking tool
semantic-similarity gradio semantic-search natural-language-inference sentence-embeddings msmarco recognizing-textual-entailment sentence-transformers sbert sbert-implementation deberta gradio-interface
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Nov 27, 2023 - Jupyter Notebook
Implementing science-related multiple-choice question answering based on LLMs and RAG.
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Nov 21, 2023 - Jupyter Notebook
The implementation of DeBERTaV3-based commonsense question answering on CommonsenseQA.
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May 1, 2022 - Python
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