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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

Consistency of Semi-Supervised Learning Algorithms on Graphs: Probit and One-Hot Methods JMLR 2020
Beyond Trees: Classification with Sparse Pairwise Dependencies JMLR 2020
Designing Precise and Robust Dialogue Response Evaluators ACL 2020
Named Entity Recognition without Labelled Data: A Weak Supervision Approach ACL 2020
A Generative Model for Joint Natural Language Understanding and Generation ACL 2020
Improving Non-autoregressive Neural Machine Translation with Monolingual Data ACL 2020
GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples ACL 2020
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification ACL 2020
To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks ACL 2020
Temporal Common Sense Acquisition with Minimal Supervision ACL 2020
Grammatical Error Correction Using Pseudo Learner Corpus Considering Learner’s Error Tendency ACL 2020
Semi-supervised Category-specific Review Tagging on Indonesian E-Commerce Product Reviews ACL 2020
Self-Training for Unsupervised Parsing with PRPN ACL 2020
Ensemble Self-Training for Low-Resource Languages: Grapheme-to-Phoneme Conversion and Morphological Inflection ACL 2020
Identifying Incorrect Labels in the CoNLL-2003 Corpus CONLL 2020
Speaker Attribution with Voice Profiles by Graph-Based Semi-Supervised Learning INTERSPEECH 2020
Large-Scale Transfer Learning for Low-Resource Spoken Language Understanding INTERSPEECH 2020
PoCoNet: Better Speech Enhancement with Frequency-Positional Embeddings, Semi-Supervised Conversational Data, and Biased Loss INTERSPEECH 2020
Cosine-Distance Virtual Adversarial Training for Semi-Supervised Speaker-Discriminative Acoustic Embeddings INTERSPEECH 2020
Leveraging Unlabeled Speech for Sequence Discriminative Training of Acoustic Models INTERSPEECH 2020
Large Scale Weakly and Semi-Supervised Learning for Low-Resource Video ASR INTERSPEECH 2020
Sequence-Level Self-Learning with Multiple Hypotheses INTERSPEECH 2020
Achieving Multi-Accent ASR via Unsupervised Acoustic Model Adaptation INTERSPEECH 2020
Semi-Supervised ASR by End-to-End Self-Training INTERSPEECH 2020
Improving Transformer-Based Speech Recognition with Unsupervised Pre-Training and Multi-Task Semantic Knowledge Learning INTERSPEECH 2020