BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
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Updated
Dec 15, 2023 - Python
BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
Advanced NLP project where we needed to build a Sarcasm/Irony classifier. It has many methods like BiLSTM, Transformers to BERT/ T5 / MPNET finetuning
Code for 3 papers: 1) "Fuzzy-Rough Nearest Neighbour Approaches for Emotion Detection in Tweets"; 2) "LT3 at SemEval-2022 Task 6: Fuzzy-Rough Nearest neighbor Classification for Sarcasm Detection"; 3) "Fuzzy Rough Nearest Neighbour Methods for Detecting Emotions, Hate Speech and Irony" by O. Kaminska, Ch. Cornelis and V. Hoste.
Persian Irony Detection, include a Persian dataset, creating a dataset automatically, and finetuning transformer-based language models for the task
Multi-View Sentiment Corpus (EACL 2017): tweets labelled by three annotators with sentiment, emotion, irony, subjectivity and implicitness
Code used in experiment for CLEF2022's Shared Task: Profiling Irony and Stereotype Spreaders on Twitter (IROSTEREO)
Datasets used for iSarcasmEval shared-task (Task 6 at SemEval 2022)
Paper: A Cancel Culture Corpus through the lens of Natural Language Processing
Course Project (ELEC 880 @ Queen's University)
This repo contains work carried out for SemEval 2022 Task 6: iSarcasmEval: Intended Sarcasm Detection In English and Arabic
This repo represents model developed for Irony and sentiment detection in Arabic tweets in WANLP shared tasks on sarcasm and sentiment detection in Arabic tweets
Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.
This is the project page of the dataset for the binary and multi-label classification of irony in Bengali Tweets.
MirasText
Irony Detection in a Multilingual Context
Coursework project in NLP. Extraction of Irony from Twitter based sentiment analysis.
Code and data used for participation in SemEval-2018 Task 3: "Irony detection in English tweets"
This repo is the work done for IDAT 2019 Shared Task — Shared Task on detecting irony in Arabic tweets by RGCL
This repo contains my Bachelor's Thesis at the Departement of Informatics of the Universiy of Athens
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