conftrace_

text classification

6793 papers

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TC

Co-occurring keywords

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

Threads of Subtlety: Detecting Machine-Generated Texts Through Discourse Motifs ACL 2024

USTC-BUPT at SemEval-2024 Task 8: Enhancing Machine-Generated Text Detection via Domain Adversarial Neural Networks and LLM Embeddings NAACL 2024

DIALECTBENCH: An NLP Benchmark for Dialects, Varieties, and Closely-Related Languages ACL 2024

Computational Modelling of Plurality and Definiteness in Chinese Noun Phrases COLING 2024

Towards Better Inclusivity: A Diverse Tweet Corpus of English Varieties EACL 2024

DUTh at SemEval 2024 Task 8: Comparing classic Machine Learning Algorithms and LLM based methods for Multigenerator, Multidomain and Multilingual Machine-Generated Text Detection NAACL 2024

Exploring Factual Entailment with NLI: A News Media Study NAACL 2024

Temporal Validity Change Prediction ACL 2024

SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels COLING 2024

CLTeam1 at SemEval-2024 Task 10: Large Language Model based ensemble for Emotion Detection in Hinglish SEMEVAL 2024

PejorativITy: Disambiguating Pejorative Epithets to Improve Misogyny Detection in Italian Tweets COLING 2024

Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree EMNLP 2024

Ensemble-based Multilingual Euphemism Detection: a Behavior-Guided Approach NAACL 2024

HEART-felt Narratives: Tracing Empathy and Narrative Style in Personal Stories with LLMs EMNLP 2024

AIpom at SemEval-2024 Task 8: Detecting AI-produced Outputs in M4 NAACL 2024

DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts SEMEVAL 2024

Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation COLING 2024

SCaLAR at SemEval-2024 Task 8: Unmasking the machine : Exploring the power of RoBERTa Ensemble for Detecting Machine Generated Text NAACL 2024

Arabic Synonym BERT-based Adversarial Examples for Text Classification EACL 2024

EMONA: Event-level Moral Opinions in News Articles NAACL 2024

Team Unibuc - NLP at SemEval-2024 Task 8: Transformer and Hybrid Deep Learning Based Models for Machine-Generated Text Detection NAACL 2024

SPIN: Sparsifying and Integrating Internal Neurons in Large Language Models for Text Classification ACL 2024

Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks ACL 2024

The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks EACL 2024

DUTh at SemEval 2024 Task 5: A multi-task learning approach for the Legal Argument Reasoning Task in Civil Procedure NAACL 2024