Papers
Strong Baselines for Neural Semi-Supervised Learning under Domain Shift
Sebastian Ruder, Barbara Plank
Adaptive Scaling for Sparse Detection in Information Extraction
Hongyu Lin, Yaojie Lu, Xianpei Han et al.
Adversarial Contrastive Estimation
Avishek Joey Bose, Huan Ling, Yanshuai Cao
Reasoning with Sarcasm by Reading In-Between
Yi Tay, Anh Tuan Luu, Siu Cheung Hui et al.
Working Memory Networks: Augmenting Memory Networks with a Relational Reasoning Module
Juan Pavez, Héctor Allende, Héctor Allende-Cid
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference
Boyuan Pan, Yazheng Yang, Zhou Zhao et al.
Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach
Jingjing Xu, Xu Sun, Qi Zeng et al.
Identifying Transferable Information Across Domains for Cross-domain Sentiment Classification
Raksha Sharma, Pushpak Bhattacharyya, Sandipan Dandapat et al.
Target-Sensitive Memory Networks for Aspect Sentiment Classification
Shuai Wang, Sahisnu Mazumder, Bing Liu et al.
Transformation Networks for Target-Oriented Sentiment Classification
Xin Li, Lidong Bing, Wai Lam et al.
What Action Causes This? Towards Naive Physical Action-Effect Prediction
Qiaozi Gao, Shaohua Yang, Joyce Chai et al.
Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search
Jamie Kiros, William Chan, Geoffrey Hinton
Bridging Languages through Images with Deep Partial Canonical Correlation Analysis
Guy Rotman, Ivan Vulić, Roi Reichart
No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling
Xin Wang, Wenhu Chen, Yuan-Fang Wang et al.
Hierarchical Neural Story Generation
Angela Fan, Mike Lewis, Yann Dauphin
Generating Fine-Grained Open Vocabulary Entity Type Descriptions
Rajarshi Bhowmik, Gerard de Melo
Style Transfer Through Back-Translation
Shrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov et al.
Semantically Equivalent Adversarial Rules for Debugging NLP models
Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin
Simple and Effective Multi-Paragraph Reading Comprehension
Christopher Clark, Matt Gardner
Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds
Igor Labutov, Bishan Yang, Anusha Prakash et al.
Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge
Todor Mihaylov, Anette Frank
Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable
Viktor Hangya, Fabienne Braune, Alexander Fraser et al.
A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling
Ying Lin, Shengqi Yang, Veselin Stoyanov et al.
A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings
Mikel Artetxe, Gorka Labaka, Eneko Agirre
On the Limitations of Unsupervised Bilingual Dictionary Induction
Anders Søgaard, Sebastian Ruder, Ivan Vulić