Papers
Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks
Yufeng Zhang, Xueli Yu, Zeyu Cui et al.
Contextualized Weak Supervision for Text Classification
Dheeraj Mekala, Jingbo Shang
A Joint Model for Document Segmentation and Segment Labeling
Joe Barrow, Rajiv Jain, Vlad Morariu et al.
Unsupervised Paraphrasing by Simulated Annealing
Xianggen Liu, Lili Mou, Fandong Meng et al.
TAG : Type Auxiliary Guiding for Code Comment Generation
Ruichu Cai, Zhihao Liang, Boyan Xu et al.
Review-based Question Generation with Adaptive Instance Transfer and Augmentation
Qian Yu, Lidong Bing, Qiong Zhang et al.
Reverse Engineering Configurations of Neural Text Generation Models
Yi Tay, Dara Bahri, Che Zheng et al.
Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order
Yi Liao, Xin Jiang, Qun Liu
Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders
Yu Duan, Canwen Xu, Jiaxin Pei et al.
Neural Syntactic Preordering for Controlled Paraphrase Generation
Tanya Goyal, Greg Durrett
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs
Dong Bok Lee, Seanie Lee, Woo Tae Jeong et al.
Fluent Response Generation for Conversational Question Answering
Ashutosh Baheti, Alan Ritter, Kevin Small
Few-Shot NLG with Pre-Trained Language Model
Zhiyu Chen, Harini Eavani, Wenhu Chen et al.
Fact-based Text Editing
Hayate Iso, Chao Qiao, Hang Li
Cross-modal Language Generation using Pivot Stabilization for Web-scale Language Coverage
Ashish V. Thapliyal, Radu Soricut
A Study of Non-autoregressive Model for Sequence Generation
Yi Ren, Jinglin Liu, Xu Tan et al.
TransS-Driven Joint Learning Architecture for Implicit Discourse Relation Recognition
Ruifang He, Jian Wang, Fengyu Guo et al.
A Complete Shift-Reduce Chinese Discourse Parser with Robust Dynamic Oracle
Shyh-Shiun Hung, Hen-Hsen Huang, Hsin-Hsi Chen
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking
Giovanni Campagna, Agata Foryciarz, Mehrad Moradshahi et al.
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations
Samuel Coope, Tyler Farghly, Daniela Gerz et al.
Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network
Yangming Li, Kaisheng Yao, Libo Qin et al.
PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable
Siqi Bao, Huang He, Fan Wang et al.
Large Scale Multi-Actor Generative Dialog Modeling
Alex Boyd, Raul Puri, Mohammad Shoeybi et al.
Guiding Variational Response Generator to Exploit Persona
Bowen Wu, MengYuan Li, Zongsheng Wang et al.