Text Classification

TueCICL at SemEval-2024 Task 8: Resource-efficient approaches for machine-generated text detection SemEval 2024 Tutor-ICL: Guiding Large Language Models for Improved In-Context Learning Performance EMNLP 2024 UCSC NLP at SemEval-2024 Task 10: Emotion Discovery and Reasoning its Flip in Conversation (EDiReF) SemEval 2024 Ukrainian Resilience: A Dataset for Detection of Help-Seeking Signals Amidst the Chaos of War EMNLP 2024 UMUTeam at SemEval-2024 Task 6: Leveraging Zero-Shot Learning for Detecting Hallucinations and Related Observable Overgeneration Mistakes SemEval 2024 Uncovering and Mitigating the Hidden Chasm: A Study on the Text-Text Domain Gap in Euphemism Identification AAAI 2024 Understanding and Mitigating Spurious Correlations in Text Classification with Neighborhood Analysis EACL 2024 Understanding Fine-grained Distortions in Reports of Scientific Findings ACL 2024 Understanding the Therapeutic Relationship between Counselors and Clients in Online Text-based Counseling using LLMs EMNLP 2024 Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization EMNLP 2024 Unleashing Large Language Models’ Proficiency in Zero-shot Essay Scoring EMNLP 2024 Unmasking and Improving Data Credibility: A Study with Datasets for Training Harmless Language Models ICLR 2024 Unveiling the Tapestry of Automated Essay Scoring: A Comprehensive Investigation of Accuracy, Fairness, and Generalizability AAAI 2024 User Guide for KOTE: Korean Online That-gul Emotions Dataset COLING 2024 Using Adaptive Empathetic Responses for Teaching English NAACL 2024 Using Information Retrieval Techniques to Automatically Repurpose Existing Dialogue Datasets for Safe Chatbot Development COLING 2024 Using Large Language Models and Recruiter Expertise for Optimized Multilingual Job Offer – Applicant CV Matching IJCAI 2024 Using Large Language Models (LLMs) to Extract Evidence from Pre-Annotated Social Media Data EACL 2024 Using Large Language Models to Assess Young Students’ Writing Revisions NAACL 2024 USTC-BUPT at SemEval-2024 Task 8: Enhancing Machine-Generated Text Detection via Domain Adversarial Neural Networks and LLM Embeddings SemEval 2024 Utilizing an Ensemble Model with Anomalous Label Smoothing to Detect Generated Scientific Papers ACL 2024 Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification COLING 2024 UTRad-NLP at #SMM4H 2024: Why LLM-Generated Texts Fail to Improve Text Classification Models ACL 2024 UWB at WASSA-2024 Shared Task 2: Cross-lingual Emotion Detection ACL 2024 UzABSA: Aspect-Based Sentiment Analysis for the Uzbek Language COLING 2024