Papers
Augmenting Neural Networks with First-order Logic
Tao Li, Vivek Srikumar
Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation
Benjamin Heinzerling, Michael Strube
Relation Embedding with Dihedral Group in Knowledge Graph
Canran Xu, Ruijiang Li
Spatial Aggregation Facilitates Discovery of Spatial Topics
Aniruddha Maiti, Slobodan Vucetic
Attention Guided Graph Convolutional Networks for Relation Extraction
Zhijiang Guo, Yan Zhang, Wei Lu
Neural Relation Extraction for Knowledge Base Enrichment
Bayu Distiawan Trisedya, Gerhard Weikum, Jianzhong Qi et al.
Domain Adaptive Inference for Neural Machine Translation
Danielle Saunders, Felix Stahlberg, Adrià de Gispert et al.
Revisiting Low-Resource Neural Machine Translation: A Case Study
Rico Sennrich, Biao Zhang
Effective Adversarial Regularization for Neural Machine Translation
Motoki Sato, Jun Suzuki, Shun Kiyono
An Effective Approach to Unsupervised Machine Translation
Mikel Artetxe, Gorka Labaka, Eneko Agirre
Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces
Barun Patra, Joel Ruben Antony Moniz, Sarthak Garg et al.
Unsupervised Pivot Translation for Distant Languages
Yichong Leng, Xu Tan, Tao Qin et al.
Reliability-aware Dynamic Feature Composition for Name Tagging
Ying Lin, Liyuan Liu, Heng Ji et al.
Massively Multilingual Transfer for NER
Afshin Rahimi, Yuan Li, Trevor Cohn
A Joint Named-Entity Recognizer for Heterogeneous Tag-sets Using a Tag Hierarchy
Genady Beryozkin, Yoel Drori, Oren Gilon et al.
Automatic Generation of High Quality CCGbanks for Parser Domain Adaptation
Masashi Yoshikawa, Hiroshi Noji, Koji Mineshima et al.
The (Non-)Utility of Structural Features in BiLSTM-based Dependency Parsers
Agnieszka Falenska, Jonas Kuhn
Learning Compressed Sentence Representations for On-Device Text Processing
Dinghan Shen, Pengyu Cheng, Dhanasekar Sundararaman et al.
Generating Logical Forms from Graph Representations of Text and Entities
Peter Shaw, Philip Massey, Angelica Chen et al.
AMR Parsing as Sequence-to-Graph Transduction
Sheng Zhang, Xutai Ma, Kevin Duh et al.
Semantic Expressive Capacity with Bounded Memory
Antoine Venant, Alexander Koller
Semantic Parsing with Dual Learning
Ruisheng Cao, Su Zhu, Chen Liu et al.
Constructing Interpretive Spatio-Temporal Features for Multi-Turn Responses Selection
Junyu Lu, Chenbin Zhang, Zeying Xie et al.
Boosting Dialog Response Generation
Wenchao Du, Alan W Black
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study
Chinnadhurai Sankar, Sandeep Subramanian, Chris Pal et al.