deberta
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Unattended Lightweight Text Classifiers with State-of-the-Art LLM Embeddings
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Jul 25, 2024 - Python
Classification of medical texts to differentiate between human medical and veterinary subjects.
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May 16, 2024 - Jupyter Notebook
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
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May 2, 2024 - Python
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
Scraping paper data, preprocessed and trained using BERT variants, deployment and an integration to website
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May 30, 2024 - Jupyter Notebook
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.
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Jan 29, 2024 - HTML
[ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models
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Dec 15, 2023 - Python
A PyTorch Library for Sequence Labeling Tasks such as Named-entity Recognition or Part-of-speech Tagging
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Dec 13, 2023 - Python
Document Clustering, Summarisation and Visualisation on 20NewsGroup
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Nov 27, 2023 - 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
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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
DictABSA: A dictionary knowledge (entity description informations) enhanced aspect-based sentiment analysis (ABSA) code implementation
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Mar 17, 2023 - Jupyter Notebook
Our EMNLP 2022 paper on MCQA
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Jan 15, 2023 - Python
The code of Hierarchical Multi-label Classification (HMC). It is a final course project of Natural Language Processing and Deep Learning, 2022 Fall.
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Nov 30, 2022 - Python
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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Aug 29, 2022 - Jupyter Notebook
Can you spot automatically generated scientific excerpts?
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Aug 9, 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
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