Papers
Better Exploiting Latent Variables in Text Modeling
Canasai Kruengkrai
Neural-based Chinese Idiom Recommendation for Enhancing Elegance in Essay Writing
Yuanchao Liu, Bo Pang, Bingquan Liu
Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming
Caio Corro, Ivan Titov
Rationally Reappraising ATIS-based Dialogue Systems
Jingcheng Niu, Gerald Penn
Modeling Semantic Relationship in Multi-turn Conversations with Hierarchical Latent Variables
Lei Shen, Yang Feng, Haolan Zhan
Deep Unknown Intent Detection with Margin Loss
Ting-En Lin, Hua Xu
Robust Zero-Shot Cross-Domain Slot Filling with Example Values
Darsh Shah, Raghav Gupta, Amir Fayazi et al.
SUMBT: Slot-Utterance Matching for Universal and Scalable Belief Tracking
Hwaran Lee, Jinsik Lee, Tae-Yoon Kim
Dual Supervised Learning for Natural Language Understanding and Generation
Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen
A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling
Haihong E, Peiqing Niu, Zhongfu Chen et al.
Reading Turn by Turn: Hierarchical Attention Architecture for Spoken Dialogue Comprehension
Zhengyuan Liu, Nancy Chen
Personalizing Dialogue Agents via Meta-Learning
Andrea Madotto, Zhaojiang Lin, Chien-Sheng Wu et al.
Memory Consolidation for Contextual Spoken Language Understanding with Dialogue Logistic Inference
He Bai, Yu Zhou, Jiajun Zhang et al.
Ordinal and Attribute Aware Response Generation in a Multimodal Dialogue System
Hardik Chauhan, Mauajama Firdaus, Asif Ekbal et al.
Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading
Lianhui Qin, Michel Galley, Chris Brockett et al.
Neural Response Generation with Meta-words
Can Xu, Wei Wu, Chongyang Tao et al.
Collaborative Dialogue in Minecraft
Anjali Narayan-Chen, Prashant Jayannavar, Julia Hockenmaier
Training Neural Response Selection for Task-Oriented Dialogue Systems
Matthew Henderson, Ivan Vulić, Daniela Gerz et al.
Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment
Siqi Bao, Huang He, Fan Wang et al.
Towards Empathetic Open-domain Conversation Models: A New Benchmark and Dataset
Hannah Rashkin, Eric Michael Smith, Margaret Li et al.
Label-Agnostic Sequence Labeling by Copying Nearest Neighbors
Sam Wiseman, Karl Stratos
A Prism Module for Semantic Disentanglement in Name Entity Recognition
Kun Liu, Shen Li, Daqi Zheng et al.
Sequence Labeling Parsing by Learning across Representations
Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez
PTB Graph Parsing with Tree Approximation
Yoshihide Kato, Shigeki Matsubara
How to Best Use Syntax in Semantic Role Labelling
Yufei Wang, Mark Johnson, Stephen Wan et al.