Papers
Browsing Health: Information Extraction to Support New Interfaces for Accessing Medical Evidence
Soham Parikh, Elizabeth Conrad, Oshin Agarwal et al.
Annotating with Pros and Cons of Technologies in Computer Science Papers
Hono Shirai, Naoya Inoue, Jun Suzuki et al.
Dataset Mention Extraction and Classification
Animesh Prasad, Chenglei Si, Min-Yen Kan
Understanding the Polarity of Events in the Biomedical Literature: Deep Learning vs. Linguistically-informed Methods
Enrique Noriega-Atala, Zhengzhong Liang, John Bachman et al.
Scalable, Semi-Supervised Extraction of Structured Information from Scientific Literature
Kritika Agrawal, Aakash Mittal, Vikram Pudi
Distantly Supervised Biomedical Knowledge Acquisition via Knowledge Graph Based Attention
Qin Dai, Naoya Inoue, Paul Reisert et al.
Proceedings of the Workshop on Extracting Structured Knowledge from Scientific Publications
Vivi Nastase, Benjamin Roth, Laura Dietz et al.
Jointly Measuring Diversity and Quality in Text Generation Models
Danial Alihosseini, Ehsan Montahaei, Mahdieh Soleymani Baghshah
Better Automatic Evaluation of Open-Domain Dialogue Systems with Contextualized Embeddings
Sarik Ghazarian, Johnny Wei, Aram Galstyan et al.
Neural Text Style Transfer via Denoising and Reranking
Joseph Lee, Ziang Xie, Cindy Wang et al.
Designing a Symbolic Intermediate Representation for Neural Surface Realization
Henry Elder, Jennifer Foster, James Barry et al.
Bilingual-GAN: A Step Towards Parallel Text Generation
Ahmad Rashid, Alan Do-Omri, Md. Akmal Haidar et al.
Paraphrase Generation for Semi-Supervised Learning in NLU
Eunah Cho, He Xie, William M. Campbell
Neural Text Simplification in Low-Resource Conditions Using Weak Supervision
Alessio Palmero Aprosio, Sara Tonelli, Marco Turchi et al.
BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language Model
Alex Wang, Kyunghyun Cho
How to Compare Summarizers without Target Length? Pitfalls, Solutions and Re-Examination of the Neural Summarization Literature
Simeng Sun, Ori Shapira, Ido Dagan et al.
DAL: Dual Adversarial Learning for Dialogue Generation
Shaobo Cui, Rongzhong Lian, Di Jiang et al.
An Adversarial Learning Framework For A Persona-Based Multi-Turn Dialogue Model
Oluwatobi Olabiyi, Anish Khazane, Alan Salimov et al.
Proceedings of the Workshop on Methods for Optimizing and Evaluating Neural Language Generation
Antoine Bosselut, Asli Celikyilmaz, Marjan Ghazvininejad et al.
Extreme Multi-Label Legal Text Classification: A Case Study in EU Legislation
Ilias Chalkidis, Emmanouil Fergadiotis, Prodromos Malakasiotis et al.
Legal Area Classification: A Comparative Study of Text Classifiers on Singapore Supreme Court Judgments
Jerrold Soh, How Khang Lim, Ian Ernst Chai
Developing and Orchestrating a Portfolio of Natural Legal Language Processing and Document Curation Services
Georg Rehm, Julián Moreno-Schneider, Jorge Gracia et al.
Litigation Analytics: Case Outcomes Extracted from US Federal Court Dockets
Thomas Vacek, Ronald Teo, Dezhao Song et al.
Legal Linking: Citation Resolution and Suggestion in Constitutional Law
Robert Shaffer, Stephen Mayhew