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Self-Supervised Learning

8,255 papers

Papers per year

Papers

ALaSca: an Automated approach for Large-Scale Lexical Substitution IJCAI 2021
Discourse-Level Event Temporal Ordering with Uncertainty-Guided Graph Completion IJCAI 2021
Improving Text Generation with Dynamic Masking and Recovering IJCAI 2021
Learn from Syntax: Improving Pair-wise Aspect and Opinion Terms Extraction with Rich Syntactic Knowledge IJCAI 2021
Learning Generalized Unsolvability Heuristics for Classical Planning IJCAI 2021
TAXOGAN: Hierarchical Network Representation Learning via Taxonomy Guided Generative Adversarial Networks (Extended Abstract) IJCAI 2021
A Bidirectional Transformer Based Alignment Model for Unsupervised Word Alignment IJCNLP 2021
PASS: Perturb-and-Select Summarizer for Product Reviews IJCNLP 2021
Self-Supervised Multimodal Opinion Summarization IJCNLP 2021
OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification IJCNLP 2021
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations IJCNLP 2021
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation IJCNLP 2021
Factorising Meaning and Form for Intent-Preserving Paraphrasing IJCNLP 2021
AggGen: Ordering and Aggregating while Generating IJCNLP 2021
Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization IJCNLP 2021
Dialogue Response Selection with Hierarchical Curriculum Learning IJCNLP 2021
A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech IJCNLP 2021
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning IJCNLP 2021
BERTAC: Enhancing Transformer-based Language Models with Adversarially Pretrained Convolutional Neural Networks IJCNLP 2021
Data Augmentation for Text Generation Without Any Augmented Data IJCNLP 2021
Self-Guided Contrastive Learning for BERT Sentence Representations IJCNLP 2021
Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making IJCNLP 2021
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction IJCNLP 2021
Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation IJCNLP 2021
Can Generative Pre-trained Language Models Serve As Knowledge Bases for Closed-book QA? IJCNLP 2021