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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

SepLL: Separating Latent Class Labels from Weak Supervision Noise EMNLP 2022
Using Contextual Sentence Analysis Models to Recognize ESG Concepts EMNLP 2022
An Emotion-Based Multi-Task Approach to Fake News Detection (Student Abstract) AAAI 2022
Participatory Machine Learning Models in Feminicide News Alert Detection AAAI 2022
Amrita_CEN at SemEval-2022 Task 6: A Machine Learning Approach for Detecting Intended Sarcasm using Oversampling SEMEVAL 2022
Automated Essay Scoring via Pairwise Contrastive Regression COLING 2022
PAIR: Prompt-Aware margIn Ranking for Counselor Reflection Scoring in Motivational Interviewing EMNLP 2022
That’s so cute!: The CARE Dataset for Affective Response Detection EMNLP 2022
Ranking Environment, Social And Governance Related Concepts And Assessing Sustainability Aspect of Financial Texts EMNLP 2022
Validity Assessment of Legal Will Statements as Natural Language Inference EMNLP 2022
Yet at the FinNLP-2022 ERAI Task: Modified models for evaluating the Rationales of Amateur Investors EMNLP 2022
LISACTeam at SemEval-2022 Task 6: A Transformer based Approach for Intended Sarcasm Detection in English Tweets SEMEVAL 2022
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering EMNLP 2022
On The Arabic Dialects’ Identification: Overcoming Challenges of Geographical Similarities Between Arabic dialects and Imbalanced Datasets EMNLP 2022
Automated Evaluation Metric for Terminology Consistency in MT EMNLP 2022
Detecting Relevant Differences Between Similar Legal Texts EMNLP 2022
Can Contextualizing User Embeddings Improve Sarcasm and Hate Speech Detection? EMNLP 2022
Arabic dialect identification using machine learning and transformer-based models: Submission to the NADI 2022 Shared Task EMNLP 2022
TweetFinSent: A Dataset of Stock Sentiments on Twitter EMNLP 2022
Leveraging World Knowledge in Implicit Hate Speech Detection EMNLP 2022
NADI 2022: The Third Nuanced Arabic Dialect Identification Shared Task EMNLP 2022
University of Bucharest Team at Semeval-2022 Task4: Detection and Classification of Patronizing and Condescending Language NAACL 2022
Identifying Code-switching in Arabizi EMNLP 2022
SLATE: A Sequence Labeling Approach for Task Extraction from Free-form Inked Content EMNLP 2022
Getting the Most out of Simile Recognition EMNLP 2022