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Text Classification

26 papers

Papers per year

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Papers

A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records ACL 2025
Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks? EMNLP 2023
Which side are you on? Insider-Outsider classification in conspiracy-theoretic social media ACL 2022
Revisiting Uncertainty-based Query Strategies for Active Learning with Transformers ACL 2022
DE-ABUSE@TamilNLP-ACL 2022: Transliteration as Data Augmentation for Abuse Detection in Tamil ACL 2022
UMUTeam@TamilNLP-ACL2022: Emotional Analysis in Tamil ACL 2022
UMUTeam@TamilNLP-ACL2022: Abusive Detection in Tamil using Linguistic Features and Transformers ACL 2022
BpHigh@TamilNLP-ACL2022: Effects of Data Augmentation on Indic-Transformer based classifier for Abusive Comments Detection in Tamil ACL 2022
Three Real-World Datasets and Neural Computational Models for Classification Tasks in Patent Landscaping EMNLP 2022
COLD: A Benchmark for Chinese Offensive Language Detection EMNLP 2022
Using BERT for Qualitative Content Analysis in Psychosocial Online Counseling EMNLP 2020
NHK_STRL at WNUT-2020 Task 2: GATs with Syntactic Dependencies as Edges and CTC-based Loss for Text Classification EMNLP 2020
CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets - RoBERTa Ensembles and The Continued Relevance of Handcrafted Features EMNLP 2020
InfoMiner at WNUT-2020 Task 2: Transformer-based Covid-19 Informative Tweet Extraction EMNLP 2020
BANANA at WNUT-2020 Task 2: Identifying COVID-19 Information on Twitter by Combining Deep Learning and Transfer Learning Models EMNLP 2020
DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream Tasks EMNLP 2020
UPennHLP at WNUT-2020 Task 2 : Transformer models for classification of COVID19 posts on Twitter EMNLP 2020
UIT-HSE at WNUT-2020 Task 2: Exploiting CT-BERT for Identifying COVID-19 Information on the Twitter Social Network EMNLP 2020
NIT_COVID-19 at WNUT-2020 Task 2: Deep Learning Model RoBERTa for Identify Informative COVID-19 English Tweets EMNLP 2020
Not-NUTs at WNUT-2020 Task 2: A BERT-based System in Identifying Informative COVID-19 English Tweets EMNLP 2020
CIA_NITT at WNUT-2020 Task 2: Classification of COVID-19 Tweets Using Pre-trained Language Models EMNLP 2020
UET at WNUT-2020 Task 2: A Study of Combining Transfer Learning Methods for Text Classification with RoBERTa EMNLP 2020
Dartmouth CS at WNUT-2020 Task 2: Informative COVID-19 Tweet Classification Using BERT EMNLP 2020
Mixture of Expert/Imitator Networks: Scalable Semi-Supervised Learning Framework AAAI 2019
Arabic Tweet-Act: Speech Act Recognition for Arabic Asynchronous Conversations ACL 2019