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Pretraining

2471 directly classified papers

Papers per year

Papers

UZH@CRAFT-ST: a Sequence-labeling Approach to Concept Recognition EMNLP 2019
Synthetic QA Corpora Generation with Roundtrip Consistency ACL 2019
Embedding Time Expressions for Deep Temporal Ordering Models ACL 2019
Neural Network to Identify Personal Health Experience Mention in Tweets Using BioBERT Embeddings ACL 2019
Integrating Knowledge and Reasoning in Image Understanding IJCAI 2019
A Deep Learning-Based System for PharmaCoNER EMNLP 2019
Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations EMNLP 2019
Multi-Task Deep Neural Networks for Natural Language Understanding ACL 2019
Energy and Policy Considerations for Deep Learning in NLP ACL 2019
Cloze-driven Pretraining of Self-attention Networks EMNLP 2019
End-to-End Learning of Representations for Asynchronous Event-Based Data ICCV 2019
Unsupervised Pre-Training of Image Features on Non-Curated Data ICCV 2019
Image Generation From Small Datasets via Batch Statistics Adaptation ICCV 2019
PopBots: Designing an Artificial Intelligence Curriculum for Early Childhood Education AAAI 2019
Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations EMNLP 2019
Denoising based Sequence-to-Sequence Pre-training for Text Generation EMNLP 2019
Fusion Techniques for Utterance-Level Emotion Recognition Combining Speech and Transcripts INTERSPEECH 2019
What Does BERT Look at? An Analysis of BERT’s Attention ACL 2019
SciBERT: A Pretrained Language Model for Scientific Text EMNLP 2019
MUSICAL: Multi-Scale Image Contextual Attention Learning for Inpainting IJCAI 2019
Pentagon at MEDIQA 2019: Multi-task Learning for Filtering and Re-ranking Answers using Language Inference and Question Entailment ACL 2019
Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing - A Tale of Two Parsers Revisited EMNLP 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks EMNLP 2019
Linguistic Knowledge and Transferability of Contextual Representations NAACL 2019
Conversation Model Fine-Tuning for Classifying Client Utterances in Counseling Dialogues NAACL 2019