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text classification

6776 papers

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Also known as

XMC ATC BIOBERT STC TC ELMO

Co-occurring keywords

large language model (12755) sentiment analysis (2079) transformer model (1988) transfer learning (5442) natural language processing (2027) named entity recognition (2801) hate speech detection (716) social media analysis (699) data augmentation (3037) language model (4573)

Papers

Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages ACL 2022
DEFTri: A Few-Shot Label Fused Contextual Representation Learning For Product Defect Triage in e-Commerce ACL 2022
Extreme Multi-Label Classification with Label Masking for Product Attribute Value Extraction ACL 2022
Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification ACL 2022
Pathologies of Pre-trained Language Models in Few-shot Fine-tuning ACL 2022
bitsa_nlp@LT-EDI-ACL2022: Leveraging Pretrained Language Models for Detecting Homophobia and Transphobia in Social Media Comments ACL 2022
DeepBlues@LT-EDI-ACL2022: Depression level detection modelling through domain specific BERT and short text Depression classifiers ACL 2022
BERT 4EVER@LT-EDI-ACL2022-Detecting signs of Depression from Social Media:Detecting Depression in Social Media using Prompt-Learning and Word-Emotion Cluster ACL 2022
IISERB@LT-EDI-ACL2022: A Bag of Words and Document Embeddings Based Framework to Identify Severity of Depression Over Social Media ACL 2022
Nozza@LT-EDI-ACL2022: Ensemble Modeling for Homophobia and Transphobia Detection ACL 2022
OPI@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text using RoBERTa Pre-trained Language Models ACL 2022
FilipN@LT-EDI-ACL2022-Detecting signs of Depression from Social Media: Examining the use of summarization methods as data augmentation for text classification ACL 2022
SSN@LT-EDI-ACL2022: Transfer Learning using BERT for Detecting Signs of Depression from Social Media Texts ACL 2022
Multiplex Anti-Asian Sentiment before and during the Pandemic: Introducing New Datasets from Twitter Mining ACL 2022
Infusing Knowledge from Wikipedia to Enhance Stance Detection ACL 2022
Automatic Identification of 5C Vaccine Behaviour on Social Media COLING 2022
Leveraging Semantic and Sentiment Knowledge for User-Generated Text Sentiment Classification COLING 2022
The Curious Case of Logistic Regression for Italian Languages and Dialects Identification COLING 2022
Is Encoder-Decoder Transformer the Shiny Hammer? COLING 2022
Hypothesis Engineering for Zero-Shot Hate Speech Detection COLING 2022
KATG: Keyword-Bias-Aware Adversarial Text Generation for Text Classification AAAI 2022
Improved Text Classification via Contrastive Adversarial Training AAAI 2022
Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction AAAI 2022
ALP: Data Augmentation Using Lexicalized PCFGs for Few-Shot Text Classification AAAI 2022
Flexible Instance-Specific Rationalization of NLP Models AAAI 2022