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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

Identifying the Source of Vulnerability in Explanation Discrepancy: A Case Study in Neural Text Classification EMNLP 2022
Detecting Unintended Social Bias in Toxic Language Datasets EMNLP 2022
Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification EMNLP 2022
Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning EMNLP 2022
Stock Price Volatility Prediction: A Case Study with AutoML EMNLP 2022
Overview of the FinNLP-2022 ERAI Task: Evaluating the Rationales of Amateur Investors EMNLP 2022
The MRL 2022 Shared Task on Multilingual Clause-level Morphology EMNLP 2022
Attack on Unfair ToS Clause Detection: A Case Study using Universal Adversarial Triggers EMNLP 2022
Overview of Abusive Comment Detection in Tamil-ACL 2022 ACL 2022
Word-level Perturbation Considering Word Length and Compositional Subwords ACL 2022
MetaWeighting: Learning to Weight Tasks in Multi-Task Learning ACL 2022
Prompt Tuning for Discriminative Pre-trained Language Models ACL 2022
Modular Domain Adaptation ACL 2022
Detection of Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation ACL 2022
Using ASR-Generated Text for Spoken Language Modeling ACL 2022
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction ACL 2022
Explainable Assessment of Healthcare Articles with QA ACL 2022
Horses to Zebras: Ontology-Guided Data Augmentation and Synthesis for ICD-9 Coding ACL 2022
Model Distillation for Faithful Explanations of Medical Code Predictions ACL 2022
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