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Text Classification

6,833 papers

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Papers

IIITH at SemEval-2021 Task 7: Leveraging transformer-based humourous and offensive text detection architectures using lexical and hurtlex features and task adaptive pretraining IJCNLP 2021
Implicit Phenomena in Short-answer Scoring Data IJCNLP 2021
TTCB System Description to a Shared Task on Implicit and Underspecified Language 2021 IJCNLP 2021
HateBERT: Retraining BERT for Abusive Language Detection in English IJCNLP 2021
Offensive Language Detection in Nepali Social Media IJCNLP 2021
Fine-Grained Fairness Analysis of Abusive Language Detection Systems with CheckList IJCNLP 2021
Improving Counterfactual Generation for Fair Hate Speech Detection IJCNLP 2021
When the Echo Chamber Shatters: Examining the Use of Community-Specific Language Post-Subreddit Ban IJCNLP 2021
Targets and Aspects in Social Media Hate Speech IJCNLP 2021
Contrastive Learning of Cough Descriptors for Automatic COVID-19 Preliminary Diagnosis INTERSPEECH 2021
Injecting Descriptive Meta-Information into Pre-Trained Language Models with Hypernetworks INTERSPEECH 2021
Alzheimer’s Disease Detection from Spontaneous Speech Through Combining Linguistic Complexity and (Dis)Fluency Features with Pretrained Language Models INTERSPEECH 2021
Automatic Detection and Assessment of Alzheimer Disease Using Speech and Language Technologies in Low-Resource Scenarios INTERSPEECH 2021
Bayesian Text Classification and Summarization via A Class-Specified Topic Model JMLR 2021
MIMIC-SBDH: A Dataset for Social and Behavioral Determinants of Health MLHC 2021
Aspect-Controlled Neural Argument Generation NAACL 2021
Implicitly Abusive Language – What does it actually look like and why are we not getting there? NAACL 2021
“Nice Try, Kiddo”: Investigating Ad Hominems in Dialogue Responses NAACL 2021
Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning NAACL 2021
Macro-Average: Rare Types Are Important Too NAACL 2021
Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System NAACL 2021
Variance-reduced First-order Meta-learning for Natural Language Processing Tasks NAACL 2021
Continual Learning for Text Classification with Information Disentanglement Based Regularization NAACL 2021
Multi-task Learning of Negation and Speculation for Targeted Sentiment Classification NAACL 2021
Emotion-Infused Models for Explainable Psychological Stress Detection NAACL 2021