Papers
Learning Architectures from an Extended Search Space for Language Modeling
Yinqiao Li, Chi Hu, Yuhao Zhang et al.
Learning Constraints for Structured Prediction Using Rectifier Networks
Xingyuan Pan, Maitrey Mehta, Vivek Srikumar
Learning Dialog Policies from Weak Demonstrations
Gabriel Gordon-Hall, Philip John Gorinski, Shay B. Cohen
Learning Efficient Dialogue Policy from Demonstrations through Shaping
Huimin Wang, Baolin Peng, Kam-Fai Wong
Learning Geometric Word Meta-Embeddings
Pratik Jawanpuria, Satya Dev N T V, Anoop Kunchukuttan et al.
Learning Implicit Text Generation via Feature Matching
Inkit Padhi, Pierre Dognin, Ke Bai et al.
Learning Interpretable Relationships between Entities, Relations and Concepts via Bayesian Structure Learning on Open Domain Facts
Jingyuan Zhang, Mingming Sun, Yue Feng et al.
Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment
Yinpei Dai, Hangyu Li, Chengguang Tang et al.
Learning Probabilistic Sentence Representations from Paraphrases
Mingda Chen, Kevin Gimpel
Learning Robust Models for e-Commerce Product Search
Thanh Nguyen, Nikhil Rao, Karthik Subbian
Learning Source Phrase Representations for Neural Machine Translation
Hongfei Xu, Josef van Genabith, Deyi Xiong et al.
Learning Spoken Language Representations with Neural Lattice Language Modeling
Chao-Wei Huang, Yun-Nung Chen
Learning to Classify Intents and Slot Labels Given a Handful of Examples
Jason Krone, Yi Zhang, Mona Diab
Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling
Ouyu Lan, Xiao Huang, Bill Yuchen Lin et al.
Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks
Yiping Song, Zequn Liu, Wei Bi et al.
Learning to Deceive with Attention-Based Explanations
Danish Pruthi, Mansi Gupta, Bhuwan Dhingra et al.
Learning to execute instructions in a Minecraft dialogue
Prashant Jayannavar, Anjali Narayan-Chen, Julia Hockenmaier
Learning to Faithfully Rationalize by Construction
Sarthak Jain, Sarah Wiegreffe, Yuval Pinter et al.
Learning to Generate Multiple Style Transfer Outputs for an Input Sentence
Kevin Lin, Ming-Yu Liu, Ming-Ting Sun et al.
Learning to Identify Follow-Up Questions in Conversational Question Answering
Souvik Kundu, Qian Lin, Hwee Tou Ng
Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation
Qiu Ran, Yankai Lin, Peng Li et al.
Learning to Segment Actions from Observation and Narration
Daniel Fried, Jean-Baptiste Alayrac, Phil Blunsom et al.
Learning to Tag OOV Tokens by Integrating Contextual Representation and Background Knowledge
Keqing He, Yuanmeng Yan, Weiran Xu
Learning to Understand Child-directed and Adult-directed Speech
Lieke Gelderloos, Grzegorz Chrupała, Afra Alishahi