Classification

Natural Language-Assisted Sign Language Recognition CVPR 2023 Near-Optimal Bounds for Learning Gaussian Halfspaces with Random Classification Noise NeurIPS 2023 Near-Optimal Cryptographic Hardness of Agnostically Learning Halfspaces and ReLU Regression under Gaussian Marginals ICML 2023 Necessary and Sufficient Conditions for Optimal Decision Trees using Dynamic Programming NeurIPS 2023 NeMo Forced Aligner and its application to word alignment for subtitle generation Interspeech 2023 NetEase.AI at SemEval-2023 Task 2: Enhancing Complex Named Entities Recognition in Noisy Scenarios via Text Error Correction and External Knowledge SemEval 2023 Neural-based classification rule learning for sequential data ICLR 2023 Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning ICLR 2023 Neural Dependencies Emerging From Learning Massive Categories CVPR 2023 NeuroGraph: Benchmarks for Graph Machine Learning in Brain Connectomics NeurIPS 2023 Never mind the metrics---what about the uncertainty? Visualising binary confusion matrix metric distributions to put performance in perspective ICML 2023 NewsMet : A ‘do it all’ Dataset of Contemporary Metaphors in News Headlines ACL 2023 NITK_LEGAL at SemEval-2023 Task 6: A Hierarchical based system for identification of Rhetorical Roles in legal judgements SemEval 2023 NL4IA at SemEval-2023 Task 3: A Comparison of Sequence Classification and Token Classification to Detect Persuasive Techniques SemEval 2023 nlpBDpatriots at BLP-2023 Task 1: Two-Step Classification for Violence Inciting Text Detection in Bangla - Leveraging Back-Translation and Multilinguality EMNLP 2023 NLP_CUET at BLP-2023 Task 1: Fine-grained Categorization of Violence Inciting Text using Transformer-based Approach EMNLP 2023 NLPeople at NADI 2023 Shared Task: Arabic Dialect Identification with Augmented Context and Multi-Stage Tuning EMNLP 2023 NLP-Titan at SemEval-2023 Task 6: Identification of Rhetorical Roles Using Sequential Sentence Classification SemEval 2023 Noam Chomsky at SemEval-2023 Task 4: Hierarchical Similarity-aware Model for Human Value Detection SemEval 2023 Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews Interspeech 2023 No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier ICCV 2023 Non-Autoregressive Math Word Problem Solver with Unified Tree Structure EMNLP 2023 Non-IID Transfer Learning on Graphs AAAI 2023 No One Left Behind: Improving the Worst Categories in Long-Tailed Learning CVPR 2023 North Sámi Dialect Identification with Self-supervised Speech Models Interspeech 2023