Pretraining

What Do Position Embeddings Learn? An Empirical Study of Pre-Trained Language Model Positional Encoding EMNLP 2020 What Have We Achieved on Text Summarization? EMNLP 2020 Which *BERT? A Survey Organizing Contextualized Encoders EMNLP 2020 With More Contexts Comes Better Performance: Contextualized Sense Embeddings for All-Round Word Sense Disambiguation EMNLP 2020 X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers EMNLP 2020 Zero-Shot Neural Machine Translation: Russian-Hindi @LoResMT 2020 AACL 2020 ABC: A Big CAD Model Dataset for Geometric Deep Learning CVPR 2019 A Deep Learning-Based System for PharmaCoNER EMNLP 2019 A Generative Appearance Model for End-To-End Video Object Segmentation CVPR 2019 AI-Sketcher : A Deep Generative Model for Producing High-Quality Sketches AAAI 2019 A Simple but Effective Method to Incorporate Multi-turn Context with BERT for Conversational Machine Comprehension ACL 2019 A Structural Probe for Finding Syntax in Word Representations NAACL 2019 Automated Essay Scoring with Discourse-Aware Neural Models ACL 2019 Better Fine-Tuning via Instance Weighting for Text Classification AAAI 2019 Book QA: Stories of Challenges and Opportunities EMNLP 2019 Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling ACL 2019 Cloze-driven Pretraining of Self-attention Networks EMNLP 2019 Commonsense Reasoning and Knowledge Acquisition to Guide Deep Learning on Robots RSS 2019 Contrast Prior and Fluid Pyramid Integration for RGBD Salient Object Detection CVPR 2019 Conversation Model Fine-Tuning for Classifying Client Utterances in Counseling Dialogues NAACL 2019 Cross-lingual Language Model Pretraining NeurIPS 2019 Cross-lingual Transfer Learning for Japanese Named Entity Recognition NAACL 2019 CUED@WMT19:EWC&LMs ACL 2019 Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing - A Tale of Two Parsers Revisited EMNLP 2019 Deeply-Supervised Knowledge Synergy CVPR 2019