Foundation Models

Learning to Write Stories with Thematic Consistency and Wording Novelty AAAI 2019 Meta-Surrogate Benchmarking for Hyperparameter Optimization NeurIPS 2019 Multi-relational Poincaré Graph Embeddings NeurIPS 2019 Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue EMNLP 2019 NAT: Neural Architecture Transformer for Accurate and Compact Architectures NeurIPS 2019 Neural Legal Judgment Prediction in English ACL 2019 Neural Machine Translation with Adequacy-Oriented Learning AAAI 2019 Nonparametric Density Estimation & Convergence Rates for GANs under Besov IPM Losses NeurIPS 2019 On the Spatial and Temporal Influence for the Reconstruction of Magnetic Resonance Fingerprinting MIDL 2019 Predicting Discourse Structure using Distant Supervision from Sentiment EMNLP 2019 Pretrained Language Models for Sequential Sentence Classification EMNLP 2019 Probability Density Distillation with Generative Adversarial Networks for High-Quality Parallel Waveform Generation Interspeech 2019 QE BERT: Bilingual BERT Using Multi-task Learning for Neural Quality Estimation ACL 2019 Sentiment-Controllable Chinese Poetry Generation IJCAI 2019 STANCY: Stance Classification Based on Consistency Cues EMNLP 2019 Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model ACL 2019 Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset EMNLP 2019 The Role of Utterance Boundaries and Word Frequencies for Part-of-speech Learning in Brazilian Portuguese Through Distributional Analysis NAACL 2019 Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation EMNLP 2019 UER: An Open-Source Toolkit for Pre-training Models EMNLP 2019 A Corpus of Corporate Annual and Social Responsibility Reports: 280 Million Tokens of Balanced Organizational Writing ACL 2018 A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents NAACL 2018 A Flexible and Easy-to-use Semantic Role Labeling Framework for Different Languages COLING 2018 A Hybrid Learning Scheme for Chinese Word Embedding ACL 2018 A Language Model based Evaluator for Sentence Compression ACL 2018