Papers
Making Asynchronous Stochastic Gradient Descent Work for Transformers
Alham Fikri Aji, Kenneth Heafield
Transformer-based Model for Single Documents Neural Summarization
Elozino Egonmwan, Yllias Chali
Domain Differential Adaptation for Neural Machine Translation
Zi-Yi Dou, Xinyi Wang, Junjie Hu et al.
Generating Diverse Story Continuations with Controllable Semantics
Lifu Tu, Xiaoan Ding, Dong Yu et al.
Generating a Common Question from Multiple Documents using Multi-source Encoder-Decoder Models
Woon Sang Cho, Yizhe Zhang, Sudha Rao et al.
Recycling a Pre-trained BERT Encoder for Neural Machine Translation
Kenji Imamura, Eiichiro Sumita
Hello, It’s GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems
Paweł Budzianowski, Ivan Vulić
Findings of the Third Workshop on Neural Generation and Translation
Hiroaki Hayashi, Yusuke Oda, Alexandra Birch et al.
Neural Token Representations and Negation and Speculation Scope Detection in Biomedical and General Domain Text
Elena Sergeeva, Henghui Zhu, Amir Tahmasebi et al.
Ontological attention ensembles for capturing semantic concepts in ICD code prediction from clinical text
Matus Falis, Maciej Pajak, Aneta Lisowska et al.
Recognizing UMLS Semantic Types with Deep Learning
Isar Nejadgholi, Kathleen C. Fraser, Berry De Bruijn et al.
Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings
Denis Newman-Griffis, Eric Fosler-Lussier
Dilated LSTM with attention for Classification of Suicide Notes
Annika M Schoene, George Lacey, Alexander P Turner et al.
Automatic rubric-based content grading for clinical notes
Wen-wai Yim, Ashley Mills, Harold Chun et al.
Building a De-identification System for Real Swedish Clinical Text Using Pseudonymised Clinical Text
Hanna Berg, Taridzo Chomutare, Hercules Dalianis
Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation
Alexander Te-Wei Shieh, Yung-Sung Chuang, Shang-Yu Su et al.
Dreaddit: A Reddit Dataset for Stress Analysis in Social Media
Elsbeth Turcan, Kathy McKeown
What does the language of foods say about us?
Hoang Van, Ahmad Musa, Hang Chen et al.
Assessing the Efficacy of Clinical Sentiment Analysis and Topic Extraction in Psychiatric Readmission Risk Prediction
Elena Alvarez-Mellado, Eben Holderness, Nicholas Miller et al.
Biomedical Relation Classification by single and multiple source domain adaptation
Sinchani Chakraborty, Sudeshna Sarkar, Pawan Goyal et al.
Extracting relevant information from physician-patient dialogues for automated clinical note taking
Serena Jeblee, Faiza Khan Khattak, Noah Crampton et al.
Multi-Task, Multi-Channel, Multi-Input Learning for Mental Illness Detection using Social Media Text
Prasadith Kirinde Gamaarachchige, Diana Inkpen
Experiments with ad hoc ambiguous abbreviation expansion
Agnieszka Mykowiecka, Malgorzata Marciniak
Leveraging Hierarchical Category Knowledge for Data-Imbalanced Multi-Label Diagnostic Text Understanding
Shang-Chi Tsai, Ting-Yun Chang, Yun-Nung Chen
BioReddit: Word Embeddings for User-Generated Biomedical NLP
Marco Basaldella, Nigel Collier