deberta
There are 37 repositories under deberta topic.
microsoft/LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
EveripediaNetwork/fastc
Unattended Lightweight Text Classifiers with LLM Embeddings
zeyadusf/LLMs-from-Scratch
Build a Large Language Model (From Scratch) book and Finetuned Models
affjljoo3581/Samsung-AI-Challenge-for-Scientific-Discovery
🥇Samsung AI Challenge 2021 1등 솔루션입니다🥇
TianHongZXY/CoRe
[ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models (LLMs + MCTS + Self-Improvement)
albert-jin/DictionaryFused-E2E-ABSA
DictABSA: A dictionary knowledge (entity description informations) enhanced aspect-based sentiment analysis (ABSA) code implementation
declare-lab/TEAM
Our EMNLP 2022 paper on MCQA
upskyy/kf-deberta-multitask
금융 도메인에 특화된 한국어 임베딩 모델
Stareru/CSQA_DeBERTaV3
The implementation of DeBERTaV3-based commonsense question answering on CommonsenseQA.
akuritsyn/feedback-prize-2021
Kaggle NLP competition - Top 2% solution (36/2060)
EliasK93/debertav3-for-aspect-based-sentiment-analysis
Application for training the pretrained transformer model DeBERTaV3 on an Aspect Based Sentiment Analysis task
irenepisani/Key_Point_Analysis
Key Point Analysis: implementation of two-component system for performing Key Point Matching and Key Point Generation task with multiple PLMs.
Anustup900/DeBerta-NLP-
Deberta implementation at Cross-Domain Sentiment Classification With Bidirectional Contextualized Transformer Language Models
linhaowei1/HMC
The code of Hierarchical Multi-label Classification (HMC). It is a final course project of Natural Language Processing and Deep Learning, 2022 Fall.
Lizhecheng02/Kaggle-LLM_Science_Exam
Implementing science-related multiple-choice question answering based on LLMs and RAG.
marcel8168/MedTextClassification
Classification of medical texts to differentiate between human medical and veterinary subjects.
Neloy-Barman/Scientific-Paper-Keywords-Categorization
Scraping paper data, preprocessed and trained using BERT variants, deployment and an integration to website
zeyadusf/Finetuning-LLMs
Finetuning Large Language Models
04mayukh/R2D2-at-SemEval-2022-Task-5-MAMI
This repository contains the code for submission made at SemEval 2022 Task 5: MAMI
bchryzal/Detecting-Generated-Scientific-Papers
Can you spot automatically generated scientific excerpts?
DARK-art108/feedback-prize-english-language
Backbone: 5 x DeBerta and Head: Rapids SVR
DurdeuVlad/Identify-the-author
Authorship attribution model built for an internal ML competition at Endava. I fine-tuned a DeBERTa transformer and achieved 0.24 log loss, ranking ~30 out of 300 participants. Focused on model generalization, data cleaning, and avoiding known data leakage techniques.
Elbarbons/Data-enrichment-of-the-TEAM-method
Data enrichment with experimental results of the paper 'Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering'
Koukotsukan/Aspect_based_Sentiment_Analysis_to_Get_Insights_into_Online_Shopping_Experience_The_Case_of_Alibaba
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.
deepak-bhat/Kaggle-US-patent-phrase-match
Solutions to US patents phrase matching Kaggle competition https://www.kaggle.com/competitions/us-patent-phrase-to-phrase-matching
ireneli393/Automated-Essay-Scoring-Systems-with-NLP-Models
Automated-Essay-Scoring-Systems-with-NLP-Models
KwokHing/Demo-on-automated-fact-checking-using-S-BERT
In this demo, we illustrate the the possibility of using Semantic Search + Recognising Textual Entailment with Gradio to build an automated fact checking tool
orestxherija/CompLx-FinSim4-ESG
Codebase to reproduce the submission of team CompLx for sub-task 2 of the 2022 FinSim4-ESG shared task
srsawant34/G26_P7-Document_Clustering_Summarization_Visualization
Document Clustering, Summarisation and Visualisation on 20NewsGroup
Sumon670/Tachygraphy-Microtext-Analysis
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.
lopezrbn/kaggle_toxicity_challenge
Multi-label toxic-comment classifier (DeBERTa v3, Kaggle Jigsaw Challenge) — portfolio demo.
MON3EMPASHA/Question-Answering-with-Transformers
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.
ShaikhBorhanUddin/Transformer-Based-Sentiment-Analysis-of-Simmons-Bar-Google-Maps-Reviews
This project performs sentiment analysis on customer reviews from all branches of Simmons Bar collected via Google Maps. Reviews were scraped using Apify and Outscraper, then processed with transformer models RoBERTa and DeBERTa for classification of sentiments.
Starscream-11813/Variational-Mathematical-Reasoning
This repository contains the code, data, and models of the paper titled "Math Word Problem Solving by Generating Linguistic Variants of Problem Statements" published in the Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop).
Xachchchch/deberta-fine-tune-comparison
Experimenting with LoRA vs head-only fine-tuning for DeBERTa on sentiment analysis
yasufumy/sequence-classifier
A PyTorch Library for Sequence Labeling Tasks such as Named-entity Recognition or Part-of-speech Tagging