macro f1 score

AI4PC-Howard University at SemEval-2026 Task 9: Evaluating Teacher-Student Weak Supervision and Direct LLM Prompting for Multilingual Political Polarization Detection SemEval 2026 AKCIT at SemEval-2026 Task 13: A Lightweight LightGBM Baseline for Cross-Language Detection of LLM-Generated Code SemEval 2026 KvochurHegel at AbjadMed: Combining LDAM Loss and Adversarial Training for Arabic Medical Question-Answer Classification EACL 2026 Optimizer Choice and Calibration for QARiB on Arabic-Script Social Media Offensive Language Detection EACL 2026 BanNERD: A Benchmark Dataset and Context-Driven Approach for Bangla Named Entity Recognition NAACL 2025 JellyK at SemEval-2025 Task 11: Russian Multi-label Emotion Detection with Pre-trained BERT-based Language Models SemEval 2025 MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors ACL 2025 Overview on Political Multiclass Sentiment Analysis of Tamil X (Twitter) Comments: DravidianLangTech@NAACL 2025 NAACL 2025 wangkongqiang at SemEval-2025 Task 11:Bridging the Gap in Text-Based Emotion Detection SemEval 2025 SEC: Context-Aware Metric Learning for Efficient Emotion Recognition in Conversation ACL 2024 BanglaNLP at BLP-2023 Task 1: Benchmarking different Transformer Models for Violence Inciting Text Detection in Bangla EMNLP 2023 Mavericks at BLP-2023 Task 1: Ensemble-based Approach Using Language Models for Violence Inciting Text Detection EMNLP 2023 Team JUSTR00 at SemEval-2023 Task 3: Transformers for News Articles Classification SemEval 2023 An Ensemble Approach to Detect Emotions at an Essay Level ACL 2022 LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition SemEval 2022 On The Arabic Dialects’ Identification: Overcoming Challenges of Geographical Similarities Between Arabic dialects and Imbalanced Datasets EMNLP 2022 Optimizing Naive Bayes for Arabic Dialect Identification EMNLP 2022 Overview of The Shared Task on Homophobia and Transphobia Detection in Social Media Comments ACL 2022 RUG-1-Pegasussers at SemEval-2022 Task 3: Data Generation Methods to Improve Recognizing Appropriate Taxonomic Word Relations SemEval 2022 scubeMSEC@LT-EDI-ACL2022: Detection of Depression using Transformer Models ACL 2022 Sentence-Level Resampling for Named Entity Recognition NAACL 2022 SSN_MLRG3 @LT-EDI-ACL2022-Depression Detection System from Social Media Text using Transformer Models ACL 2022 Using Two Losses and Two Datasets Simultaneously to Improve TempoWiC Accuracy EMNLP 2022 IIITT at CASE 2021 Task 1: Leveraging Pretrained Language Models for Multilingual Protest Detection ACL 2021 BERTChem-DDI : Improved Drug-Drug Interaction Prediction from text using Chemical Structure Information AACL 2020