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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Cloze Distillation: Improving Neural Language Models with Human Next-Word Prediction EMNLP 2020
Learning to ground medical text in a 3D human atlas EMNLP 2020
Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision EMNLP 2020
Contextual Modulation for Relation-Level Metaphor Identification EMNLP 2020
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning EMNLP 2020
Unsupervised Question Decomposition for Question Answering EMNLP 2020
To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging EMNLP 2020
Response Selection for Multi-Party Conversations with Dynamic Topic Tracking EMNLP 2020
Plan ahead: Self-Supervised Text Planning for Paragraph Completion Task EMNLP 2020
Ad-hoc Document Retrieval using Weak-Supervision with BERT and GPT2 EMNLP 2020
With More Contexts Comes Better Performance: Contextualized Sense Embeddings for All-Round Word Sense Disambiguation EMNLP 2020
The Grammar of Emergent Languages EMNLP 2020
Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) EMNLP 2020
Learning Spoken Language Representations with Neural Lattice Language Modeling ACL 2020
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation ACL 2020
Politeness Transfer: A Tag and Generate Approach ACL 2020
Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order ACL 2020
CSI: A Coarse Sense Inventory for 85% Word Sense Disambiguation AAAI 2020
Unsupervised Attributed Multiplex Network Embedding AAAI 2020
Long Short-Term Sample Distillation AAAI 2020
Improving Transformer-Based Speech Recognition with Unsupervised Pre-Training and Multi-Task Semantic Knowledge Learning INTERSPEECH 2020
StrawNet: Self-Training WaveNet for TTS in Low-Data Regimes INTERSPEECH 2020
Seeing Voices and Hearing Voices: Learning Discriminative Embeddings Using Cross-Modal Self-Supervision INTERSPEECH 2020
Unsupervised Learning for Sequence-to-Sequence Text-to-Speech for Low-Resource Languages INTERSPEECH 2020
Semi-Supervised ASR by End-to-End Self-Training INTERSPEECH 2020