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supervised learning

434 papers

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SL

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text classification (6776) neural network (6616) representation learning (6174) large language model (12755) reinforcement learning (4122) sentiment analysis (2079) contrastive learning (3979) feature learning (1309) kernel methods (1096) natural language processing (2027)

Papers

SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies ICML 2021
Parameter Selection: Why We Should Pay More Attention to It ACL 2021
Contrastive Multi-document Question Generation EACL 2021
Self-Guided Curriculum Learning for Neural Machine Translation IJCNLP 2021
Learning Hard Optimization Problems: A Data Generation Perspective NIPS 2021
Fair Sequential Selection Using Supervised Learning Models NIPS 2021
Improving and Simplifying Pattern Exploiting Training EMNLP 2021
Complex words identification using word-level features for SemEval-2020 Task 1 ACL 2021
Strength in Numbers: Averaging and Clustering Effects in Mixture of Experts for Graph-Based Dependency Parsing IJCNLP 2021
Classification of COVID19 tweets using Machine Learning Approaches NAACL 2021
Contextualized Embeddings Encode Monolingual and Cross-lingual Knowledge of Idiomaticity ACL 2021
SemEval-2021 Task 5: Toxic Spans Detection ACL 2021
Offensive Language Detection in Nepali Social Media ACL 2021
Keyphrase Extraction with Incomplete Annotated Training Data EMNLP 2021
Complex words identification using word-level features for SemEval-2020 Task 1 SEMEVAL 2021
Translation-based Supervision for Policy Generation in Simultaneous Neural Machine Translation EMNLP 2021
Multilingual Sequence Labeling Approach to solve Lexical Normalization EMNLP 2021
Human-to-Human Conversation Dataset for Learning Fine-Grained Turn-Taking Action INTERSPEECH 2021
HJB-RL: Initializing Reinforcement Learning with Optimal Control Policies Applied to Autonomous Drone Racing RSS 2021
To What Extent Does Lexical Normalization Help English-as-a-Second Language Learners to Read Noisy English Texts? EMNLP 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
Implicit Behavioral Cloning CORL 2021
Improving the Performance-Compatibility Tradeoff with Personalized Objective Functions (Student Abstract) AAAI 2021
Automated Extraction of Sentencing Decisions from Court Cases in the Hebrew Language EMNLP 2021