Supervised Learning

Multilingual Machine Translation Evaluation Metrics Fine-tuned on Pseudo-Negative Examples for WMT 2021 Metrics Task EMNLP 2021 Multilingual Sequence Labeling Approach to solve Lexical Normalization EMNLP 2021 Naive Bayes versus BERT: Jupyter notebook assignments for an introductory NLP course NAACL 2021 NGC: A Unified Framework for Learning With Open-World Noisy Data ICCV 2021 Online Continual Learning With Natural Distribution Shifts: An Empirical Study With Visual Data ICCV 2021 Optimizing an Automatic Creaky Voice Detection Method for Australian English Speaking Females Interspeech 2021 Paired Examples as Indirect Supervision in Latent Decision Models EMNLP 2021 Parameter Selection: Why We Should Pay More Attention to It ACL 2021 Prediction-Centric Learning of Independent Cascade Dynamics from Partial Observations ICML 2021 Recovering Lexically and Semantically Reused Texts ACL 2021 Regularized ERM on random subspaces AISTATS 2021 Rethinking Class Relations: Absolute-Relative Supervised and Unsupervised Few-Shot Learning CVPR 2021 Rethinking the Objectives of Extractive Question Answering EMNLP 2021 [RETRACTED] DMix: Distance Constrained Interpolative Mixup EMNLP 2021 Right for Better Reasons: Training Differentiable Models by Constraining their Influence Functions AAAI 2021 RoBLEURT Submission for WMT2021 Metrics Task EMNLP 2021 Robustness via Cross-Domain Ensembles ICCV 2021 Self-Knowledge Distillation With Progressive Refinement of Targets ICCV 2021 Semantic Categorization of Social Knowledge for Commonsense Question Answering EMNLP 2021 Sesame Street to Mount Sinai: BERT-constrained character-level Moses models for multilingual lexical normalization EMNLP 2021 Simple or Complex? Learning to Predict Readability of Bengali Texts AAAI 2021 Slot Machines: Discovering Winning Combinations of Random Weights in Neural Networks ICML 2021 “Something Something Hota Hai!” An Explainable Approach towards Sentiment Analysis on Indian Code-Mixed Data EMNLP 2021 Supervised Identification of Participant Slots in Contracts EMNLP 2021 Team Enigma at ArgMining-EMNLP 2021: Leveraging Pre-trained Language Models for Key Point Matching EMNLP 2021