Foundation Models

CODAH: An Adversarially-Authored Question Answering Dataset for Common Sense NAACL 2019 COMET: Commonsense Transformers for Automatic Knowledge Graph Construction ACL 2019 Commonsense Knowledge Mining from Pretrained Models EMNLP 2019 Concept Pointer Network for Abstractive Summarization EMNLP 2019 Deep Adversarial Learning for NLP NAACL 2019 Deep Equilibrium Models NeurIPS 2019 DEFSI: Deep Learning Based Epidemic Forecasting with Synthetic Information AAAI 2019 Differentiable Convex Optimization Layers NeurIPS 2019 Effective Sentence Scoring Method Using BERT for Speech Recognition ACML 2019 Exploring Pre-trained Language Models for Event Extraction and Generation ACL 2019 Fast and Provable ADMM for Learning with Generative Priors NeurIPS 2019 Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction ACL 2019 Generating a Common Question from Multiple Documents using Multi-source Encoder-Decoder Models EMNLP 2019 Generating Classical Chinese Poems from Vernacular Chinese EMNLP 2019 Generating Multiple Diverse Responses for Short-Text Conversation AAAI 2019 Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss EMNLP 2019 Generating Sentential Arguments from Diverse Perspectives on Controversial Topic EMNLP 2019 Generative Models for Graph-Based Protein Design NeurIPS 2019 GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding ICLR 2019 Guided Neural Language Generation for Automated Storytelling ACL 2019 Hamiltonian Neural Networks NeurIPS 2019 HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization ACL 2019 Incremental Transformer with Deliberation Decoder for Document Grounded Conversations ACL 2019 Investigating BERT’s Knowledge of Language: Five Analysis Methods with NPIs EMNLP 2019 KU_ai at MEDIQA 2019: Domain-specific Pre-training and Transfer Learning for Medical NLI ACL 2019