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Foundation Models

4845 directly classified papers

Papers per year

Papers

GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue IJCNLP 2019
A Summarization System for Scientific Documents EMNLP 2019
Generating Classical Chinese Poems from Vernacular Chinese EMNLP 2019
Effective Use of Transformer Networks for Entity Tracking IJCNLP 2019
Sentiment-Controllable Chinese Poetry Generation IJCAI 2019
Generating a Common Question from Multiple Documents using Multi-source Encoder-Decoder Models EMNLP 2019
Fine-Grained Analysis of Propaganda in News Articles IJCNLP 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization ACL 2019
Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model ACL 2019
KU_ai at MEDIQA 2019: Domain-specific Pre-training and Transfer Learning for Medical NLI ACL 2019
Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss EMNLP 2019
Neural Legal Judgment Prediction in English ACL 2019
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction ACL 2019
Guided Neural Language Generation for Automated Storytelling ACL 2019
Generative Models for Graph-Based Protein Design NIPS 2019
CODAH: An Adversarially-Authored Question Answering Dataset for Common Sense NAACL 2019
Multi-relational Poincaré Graph Embeddings NIPS 2019
Exploring Pre-trained Language Models for Event Extraction and Generation ACL 2019
QE BERT: Bilingual BERT Using Multi-task Learning for Neural Quality Estimation ACL 2019
Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities ICML 2019
The Role of Utterance Boundaries and Word Frequencies for Part-of-speech Learning in Brazilian Portuguese Through Distributional Analysis NAACL 2019
Predicting Discourse Structure using Distant Supervision from Sentiment EMNLP 2019
Commonsense Knowledge Mining from Pretrained Models EMNLP 2019
Boosting Dialog Response Generation ACL 2019
Generating Sentential Arguments from Diverse Perspectives on Controversial Topic EMNLP 2019