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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

Political Ideology and Polarization: A Multi-dimensional Approach NAACL 2022
Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks NAACL 2022
Putting the Con in Context: Identifying Deceptive Actors in the Game of Mafia NAACL 2022
NewsEdits: A News Article Revision Dataset and a Novel Document-Level Reasoning Challenge NAACL 2022
LEA: Meta Knowledge-Driven Self-Attentive Document Embedding for Few-Shot Text Classification NAACL 2022
Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification COLING 2022
CDConv: A Benchmark for Contradiction Detection in Chinese Conversations EMNLP 2022
An Improved Baseline for Sentence-level Relation Extraction AACL 2022
Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks AACL 2022
NepBERTa: Nepali Language Model Trained in a Large Corpus AACL 2022
Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification AACL 2022
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts IJCNLP 2022
Double Trouble: How to not Explain a Text Classifier’s Decisions Using Counterfactuals Synthesized by Masked Language Models? IJCNLP 2022
ConFiguRe: Exploring Discourse-level Chinese Figures of Speech COLING 2022
SATLab at SemEval-2022 Task 4: Trying to Detect Patronizing and Condescending Language with only Character and Word N-grams SEMEVAL 2022
CIC@LT-EDI-ACL2022: Are transformers the only hope? Hope speech detection for Spanish and English comments ACL 2022
University of Bucharest Team at Semeval-2022 Task4: Detection and Classification of Patronizing and Condescending Language SEMEVAL 2022
Lot or Not: Identifying Multi-Quantity Offerings in E-Commerce ACL 2022
Constructing Open Cloze Tests Using Generation and Discrimination Capabilities of Transformers ACL 2022
Deploying Unified BERT Moderation Model for E-Commerce Reviews EMNLP 2022
JCT at SemEval-2022 Task 4-A: Patronism Detection in Posts Written in English using Preprocessing Methods and various Machine Leaerning Methods SEMEVAL 2022
Mitra Behzadi at SemEval-2022 Task 5 : Multimedia Automatic Misogyny Identification method based on CLIP SEMEVAL 2022
giniUs @LT-EDI-ACL2022: Aasha: Transformers based Hope-EDI ACL 2022
TF-IDF or Transformers for Arabic Dialect Identification? ITFLOWS participation in the NADI 2022 Shared Task EMNLP 2022
Fight Fire with Fire: Fine-tuning Hate Detectors using Large Samples of Generated Hate Speech EMNLP 2021