Papers
Machine Translation for Machines: the Sentiment Classification Use Case
Amirhossein Tebbifakhr, Luisa Bentivogli, Matteo Negri et al.
Recurrent Positional Embedding for Neural Machine Translation
Kehai Chen, Rui Wang, Masao Utiyama et al.
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER
Phillip Keung, Yichao Lu, Vikas Bhardwaj
Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation
Baigong Zheng, Renjie Zheng, Mingbo Ma et al.
Vecalign: Improved Sentence Alignment in Linear Time and Space
Brian Thompson, Philipp Koehn
Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons
Jie Hao, Xing Wang, Shuming Shi et al.
Multilingual word translation using auxiliary languages
Hagai Taitelbaum, Gal Chechik, Jacob Goldberger
uniblock: Scoring and Filtering Corpus with Unicode Block Information
Yingbo Gao, Weiyue Wang, Hermann Ney
Automatically Learning Data Augmentation Policies for Dialogue Tasks
Tong Niu, Mohit Bansal
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction
Stefan Larson, Anish Mahendran, Joseph J. Peper et al.
Modeling Multi-Action Policy for Task-Oriented Dialogues
Lei Shu, Hu Xu, Bing Liu et al.
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables
Zihan Liu, Jamin Shin, Yan Xu et al.
Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems
Jia Li, Chongyang Tao, Wei Wu et al.
CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots
Arshit Gupta, Peng Zhang, Garima Lalwani et al.
A Progressive Model to Enable Continual Learning for Semantic Slot Filling
Yilin Shen, Xiangyu Zeng, Hongxia Jin
Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling
Bo-Hsiang Tseng, Marek Rei, Paweł Budzianowski et al.
Dirichlet Latent Variable Hierarchical Recurrent Encoder-Decoder in Dialogue Generation
Min Zeng, Yisen Wang, Yuan Luo
Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue
Chenguang Zhu, Michael Zeng, Xuedong Huang
Towards Extracting Medical Family History from Natural Language Interactions: A New Dataset and Baselines
Mahmoud Azab, Stephane Dadian, Vivi Nastase et al.
Measure Country-Level Socio-Economic Indicators with Streaming News: An Empirical Study
Bonan Min, Xiaoxi Zhao
A Multilingual Topic Model for Learning Weighted Topic Links Across Corpora with Low Comparability
Weiwei Yang, Jordan Boyd-Graber, Philip Resnik
An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction
Shun Kiyono, Jun Suzuki, Masato Mita et al.
Rewarding Coreference Resolvers for Being Consistent with World Knowledge
Rahul Aralikatte, Heather Lent, Ana Valeria Gonzalez et al.
Attention Optimization for Abstractive Document Summarization
Min Gui, Junfeng Tian, Rui Wang et al.
The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization
Simeng Sun, Ani Nenkova