Papers
An Encoder-Decoder Approach to the Paradigm Cell Filling Problem
Miikka Silfverberg, Mans Hulden
Imitation Learning for Neural Morphological String Transduction
Peter Makarov, Simon Clematide
The Lazy Encoder: A Fine-Grained Analysis of the Role of Morphology in Neural Machine Translation
Arianna Bisazza, Clara Tump
A Framework for Understanding the Role of Morphology in Universal Dependency Parsing
Mathieu Dehouck, Pascal Denis
Improved Dependency Parsing using Implicit Word Connections Learned from Unlabeled Data
Wenhui Wang, Baobao Chang, Mairgup Mansur
Evaluating the Utility of Hand-crafted Features in Sequence Labelling
Minghao Wu, Fei Liu, Trevor Cohn
Deep Exhaustive Model for Nested Named Entity Recognition
Mohammad Golam Sohrab, Makoto Miwa
Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding
Gaurav Singh, James Thomas, Iain Marshall et al.
Adversarial training for multi-context joint entity and relation extraction
Giannis Bekoulis, Johannes Deleu, Thomas Demeester et al.
Marginal Likelihood Training of BiLSTM-CRF for Biomedical Named Entity Recognition from Disjoint Label Sets
Nathan Greenberg, Trapit Bansal, Patrick Verga et al.
WikiConv: A Corpus of the Complete Conversational History of a Large Online Collaborative Community
Yiqing Hua, Cristian Danescu-Niculescu-Mizil, Dario Taraborelli et al.
Learning multiview embeddings for assessing dementia
Chloé Pou-Prom, Frank Rudzicz
SafeCity: Understanding Diverse Forms of Sexual Harassment Personal Stories
Sweta Karlekar, Mohit Bansal
Reducing Gender Bias in Abusive Language Detection
Ji Ho Park, Jamin Shin, Pascale Fung
The glass ceiling in NLP
Natalie Schluter
Semantic Parsing for Task Oriented Dialog using Hierarchical Representations
Sonal Gupta, Rushin Shah, Mrinal Mohit et al.
Towards Universal Dialogue State Tracking
Liliang Ren, Kaige Xie, Lu Chen et al.
Training Millions of Personalized Dialogue Agents
Pierre-Emmanuel Mazaré, Samuel Humeau, Martin Raison et al.
Towards Less Generic Responses in Neural Conversation Models: A Statistical Re-weighting Method
Yahui Liu, Wei Bi, Jun Gao et al.
Session-level Language Modeling for Conversational Speech
Wayne Xiong, Lingfeng Wu, Jun Zhang et al.
Sanskrit Word Segmentation Using Character-level Recurrent and Convolutional Neural Networks
Oliver Hellwig, Sebastian Nehrdich
Syntax Encoding with Application in Authorship Attribution
Richong Zhang, Zhiyuan Hu, Hongyu Guo et al.
Incremental Computation of Infix Probabilities for Probabilistic Finite Automata
Marco Cognetta, Yo-Sub Han, Soon Chan Kwon
Depth-bounding is effective: Improvements and evaluation of unsupervised PCFG induction
Lifeng Jin, Finale Doshi-Velez, Timothy Miller et al.
An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing
Aaron Smith, Miryam de Lhoneux, Sara Stymne et al.