This repository contains the code for submission made at SemEval 2022 Task 5: MAMI
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Updated
Feb 27, 2022 - Jupyter Notebook
This repository contains the code for submission made at SemEval 2022 Task 5: MAMI
Can you spot automatically generated scientific excerpts?
Kaggle NLP competition - Top 2% solution (36/2060)
Solutions to US patents phrase matching Kaggle competition https://www.kaggle.com/competitions/us-patent-phrase-to-phrase-matching
Data enrichment with experimental results of the paper 'Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering'
The implementation of DeBERTaV3-based commonsense question answering on CommonsenseQA.
Some experiments to compare the performances of some pre-trained transformer models on a basic sentiment regression task
In this demo, we illustrate the the possibility of using Semantic Search + Recognising Textual Entailment with Gradio to build an automated fact checking tool
Implementing science-related multiple-choice question answering based on LLMs and RAG.
Document Clustering, Summarisation and Visualisation on 20NewsGroup
The code of Hierarchical Multi-label Classification (HMC). It is a final course project of Natural Language Processing and Deep Learning, 2022 Fall.
Scraping paper data, preprocessed and trained using BERT variants, deployment and an integration to website
A PyTorch Library for Sequence Labeling Tasks such as Named-entity Recognition or Part-of-speech Tagging
The study employed the Fast-LCF-ATEPC model for Alibaba (intl') reviews, achieving 91.06% APC accuracy and 83.09% ATE F1 score. It revealed mixed user experiences in areas like usability, pricing, and shipping, aiming to enhance Alibaba's e-commerce user satisfaction.
Classification of medical texts to differentiate between human medical and veterinary subjects.
Application for training the pretrained transformer model DeBERTaV3 on an Aspect Based Sentiment Analysis task
Key Point Analysis: implementation of two-component system for performing Key Point Matching and Key Point Generation task with multiple PLMs.
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