Text Classification

C-Journal: A Journaling Application for Detecting and Classifying Cognitive Distortions Using Deep-Learning Based on a Crowd-sourced Dataset COLING 2024 CLaC at SemEval-2024 Task 4: Decoding Persuasion in Memes – An Ensemble of Language Models with Paraphrase Augmentation SemEval 2024 Claim Check-Worthiness Detection: How Well do LLMs Grasp Annotation Guidelines? EMNLP 2024 Class Balancing for Efficient Active Learning in Imbalanced Datasets EACL 2024 Classification of Buddhist Verses: The Efficacy and Limitations of Transformer-Based Models EMNLP 2024 Classifying Social Media Users before and after Depression Diagnosis via Their Language Usage: A Dataset and Study COLING 2024 Classist Tools: Social Class Correlates with Performance in NLP ACL 2024 Climate Policy Transformer: Utilizing NLP to track the coherence of Climate Policy Documents in the Context of the Paris Agreement ACL 2024 C-LLM: Learn to Check Chinese Spelling Errors Character by Character EMNLP 2024 Closing the Loop: Learning to Generate Writing Feedback via Language Model Simulated Student Revisions EMNLP 2024 CLTeam1 at SemEval-2024 Task 10: Large Language Model based ensemble for Emotion Detection in Hinglish SemEval 2024 CLTL@HarmPot-ID: Leveraging Transformer Models for Detecting Offline Harm Potential and Its Targets in Low-Resource Languages COLING 2024 CLTL@Multimodal Hate Speech Event Detection 2024: The Winning Approach to Detecting Multimodal Hate Speech and Its Targets EACL 2024 CLULab-UofA at SemEval-2024 Task 8: Detecting Machine-Generated Text Using Triplet-Loss-Trained Text Similarity and Text Classification SemEval 2024 CoCoHD: Congress Committee Hearing Dataset EMNLP 2024 CoLAL: Co-learning Active Learning for Text Classification AAAI 2024 Comparing a BERT Classifier and a GPT classifier for Detecting Connective Language Across Multiple Social Media EMNLP 2024 Complex Word Identification: A Comparative Study between ChatGPT and a Dedicated Model for This Task COLING 2024 CompLex-ZH: A New Dataset for Lexical Complexity Prediction in Mandarin and Cantonese EMNLP 2024 Compositional Generalization for Multi-Label Text Classification: A Data-Augmentation Approach AAAI 2024 CONAN-MT-SP: A Spanish Corpus for Counternarrative Using GPT Models COLING 2024 Connecting the Dots: Evaluating Abstract Reasoning Capabilities of LLMs Using the New York Times Connections Word Game EMNLP 2024 Consolidating Ranking and Relevance Predictions of Large Language Models through Post-Processing EMNLP 2024 Construction of a Japanese Financial Benchmark for Large Language Models COLING 2024 Contextualizing Argument Quality Assessment with Relevant Knowledge NAACL 2024