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text classification

6793 papers

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TC

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large language model (13587) sentiment analysis (2084) transformer model (1996) transfer learning (5449) natural language processing (2034) named entity recognition (2813) hate speech detection (723) social media analysis (699) data augmentation (3052) language model (4599)

Papers

TECHSSN at SemEval-2021 Task 7: Humor and Offense detection and classification using ColBERT embeddings SEMEVAL 2021
DuluthNLP at SemEval-2021 Task 7: Fine-Tuning RoBERTa Model for Humor Detection and Offense Rating SEMEVAL 2021
Stanford MLab at SemEval-2021 Task 8: 48 Hours Is All You Need SEMEVAL 2021
SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and Images SEMEVAL 2021
LISAC FSDM USMBA at SemEval-2021 Task 5: Tackling Toxic Spans Detection Challenge with Supervised SpanBERT-based Model and Unsupervised LIME-based Model SEMEVAL 2021
IIITH at SemEval-2021 Task 7: Leveraging transformer-based humourous and offensive text detection architectures using lexical and hurtlex features and task adaptive pretraining SEMEVAL 2021
UAntwerp at SemEval-2021 Task 5: Spans are Spans, stacking a binary word level approach to toxic span detection SEMEVAL 2021
On the (In)Effectiveness of Images for Text Classification EACL 2021
If you’ve got it, flaunt it: Making the most of fine-grained sentiment annotations EACL 2021
Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language Inference EACL 2021
Adv-OLM: Generating Textual Adversaries via OLM EACL 2021
Clustering Word Embeddings with Self-Organizing Maps. Application on LaRoSeDa - A Large Romanian Sentiment Data Set EACL 2021
Detecting Extraneous Content in Podcasts EACL 2021
Automatic Data Acquisition for Event Coreference Resolution EACL 2021
Zero-shot Cross-lingual Content Filtering: Offensive Language and Hate Speech Detection EACL 2021
To Block or not to Block: Experiments with Machine Learning for News Comment Moderation EACL 2021
Leveraging knowledge sources for detecting self-reports of particular health issues on social media EACL 2021
Classification of mental illnesses on social media using RoBERTa EACL 2021
Arabic Offensive Language on Twitter: Analysis and Experiments EACL 2021
Let-Mi: An Arabic Levantine Twitter Dataset for Misogynistic Language EACL 2021
Arabic Dialect Identification based on a Weighted Concatenation of TF-IDF Features EACL 2021
Machine Learning-Based Approach for Arabic Dialect Identification EACL 2021
Multi-Emotion Classification for Song Lyrics EACL 2021
MilaNLP @ WASSA: Does BERT Feel Sad When You Cry? EACL 2021
ProFormer: Towards On-Device LSH Projection Based Transformers EACL 2021