Ting Liu

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Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ PDF Chat SQuAD: 100,000+ Questions for Machine Comprehension of Text 2016 Pranav Rajpurkar
Jian Zhang
Konstantin Lopyrev
Percy Liang
3
+ XLNet: Generalized Autoregressive Pretraining for Language Understanding 2019 Zhilin Yang
Zihang Dai
Yiming Yang
Jaime Carbonell
Ruslan Salakhutdinov
Quoc V. Le
3
+ RoBERTa: A Robustly Optimized BERT Pretraining Approach 2019 Yinhan Liu
Myle Ott
Naman Goyal
Jingfei Du
Mandar Joshi
Danqi Chen
Omer Levy
Mike Lewis
Luke Zettlemoyer
Veselin Stoyanov
3
+ Neural Machine Translation by Jointly Learning to Align and Translate 2015 Dzmitry Bahdanau
Kyunghyun Cho
Yoshua Bengio
3
+ Adam: A Method for Stochastic Optimization 2014 Diederik P. Kingma
Jimmy Ba
2
+ Attention Is All You Need 2017 Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Łukasz Kaiser
Illia Polosukhin
2
+ Sequence to Sequence Learning with Neural Networks 2014 Ilya Sutskever
Oriol Vinyals
Quoc V. Le
2
+ ALBERT: A Lite BERT for Self-supervised Learning of Language Representations 2019 Zhenzhong Lan
Mingda Chen
Sebastian Goodman
Kevin Gimpel
Piyush Sharma
Radu Soricut
2
+ Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking 2015 Tsung-Hsien Wen
Milica Gašić
Dongho Kim
Nikola Mrkšić
Pei-Hao Su
David Vandyke
Steve Young
2
+ Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation 2014 Kyunghyun Cho
Bart van Merriënboer
Çaǧlar Gülçehre
Dzmitry Bahdanau
Fethi Bougares
Holger Schwenk
Yoshua Bengio
2
+ PDF Chat Adversarial Examples for Evaluating Reading Comprehension Systems 2017 Robin Jia
Percy Liang
2
+ BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 2018 Jacob Devlin
Ming‐Wei Chang
Kenton Lee
Kristina Toutanova
2
+ PDF Chat Effective Approaches to Attention-based Neural Machine Translation 2015 Thang Luong
Hieu Pham
Christopher D. Manning
2
+ Unified Language Model Pre-training for Natural Language Understanding and Generation 2019 Li Dong
Nan Yang
Wenhui Wang
Furu Wei
Xiaodong Liu
Yu Wang
Jianfeng Gao
Ming Zhou
Hsiao-Wuen Hon
2
+ Overcoming catastrophic forgetting in neural networks 2017 James Kirkpatrick
Razvan Pascanu
Neil C. Rabinowitz
Joel Veness
Guillaume Desjardins
Andrei A. Rusu
Kieran Milan
John Quan
Tiago Ramalho
Agnieszka Grabska‐Barwińska
1
+ Bidirectional Attention Flow for Machine Comprehension 2016 Min Joon Seo
Aniruddha Kembhavi
Ali Farhadi
Hannaneh Hajishirzi
1
+ Distilling the Knowledge in a Neural Network 2015 Geoffrey E. Hinton
Oriol Vinyals
Jay B. Dean
1
+ An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks 2013 Ian Goodfellow
Mehdi Mirza
Xiao Da
Aaron Courville
Yoshua Bengio
1
+ PDF Chat A Hierarchical Recurrent Encoder-Decoder for Generative Context-Aware Query Suggestion 2015 Alessandro Sordoni
Yoshua Bengio
Hossein Vahabi
Christina Lioma
Jakob Grue Simonsen
Jian‐Yun Nie
1
+ Text Understanding from Scratch 2015 Xiang Zhang
Yann LeCun
1
+ Teaching Machines to Read and Comprehend 2015 Karl Moritz Hermann
Tomáš Kočiský
Edward Grefenstette
Lasse Espeholt
Will Kay
Mustafa Suleyman
Phil Blunsom
1
+ Topic Augmented Neural Response Generation with a Joint Attention Mechanism. 2016 Xing Chen
Wei Wu
Yu Wu
Jie Liu
Yalou Huang
Ming Zhou
Wei‐Ying Ma
1
+ Learning without Forgetting 2017 Zhizhong Li
Derek Hoiem
1
+ Less-forgetting Learning in Deep Neural Networks 2016 Heechul Jung
Jeongwoo Ju
Minju Jung
Junmo Kim
1
+ Personalizing a Dialogue System with Transfer Learning. 2016 Kaixiang Mo
Shuangyin Li
Yu Zhang
Jiajun Li
Qiang Yang
1
+ PDF Chat Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification 2016 Jiacheng Xu
Danlu Chen
Xipeng Qiu
Xuanjing Huang
1
+ Deep Reinforcement Learning for Dialogue Generation 2016 Jiwei Li
Will Monroe
Alan Ritter
Michel Galley
Jianfeng Gao
Dan Jurafsky
1
+ PDF Chat Coherent Dialogue with Attention-Based Language Models 2017 Hongyuan Mei
Mohit Bansal
Matthew R. Walter
1
+ Measuring nominal scale agreement among many raters. 1971 Joseph L. Fleiss
1
+ A User Simulator for Task-Completion Dialogues 2016 Xiujun Li
Zachary C. Lipton
Bhuwan Dhingra
Lihong Li
Jianfeng Gao
Yun-Nung Chen
1
+ LSTM based Conversation Models 2016 Yi Luan
Yangfeng Ji
Mari Ostendorf
1
+ Hierarchical Neural Network Generative Models for Movie Dialogues. 2015 Iulian Vlad Serban
Alessandro Sordoni
Yoshua Bengio
Aaron Courville
Joëlle Pineau
1
+ PDF Chat Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems 2015 Tsung-Hsien Wen
Milica Gašić
Nikola Mrkšić
Pei-Hao Su
David Vandyke
Steve Young
1
+ A Neural Conversational Model 2015 Oriol Vinyals
Quoc V. Le
1
+ Machine Comprehension by Text-to-Text Neural Question Generation 2017 Xingdi Yuan
Tong Wang
Çaǧlar Gülçehre
Alessandro Sordoni
Philip Bachman
Saizheng Zhang
Sandeep Subramanian
Adam Trischler
1
+ PDF Chat Get To The Point: Summarization with Pointer-Generator Networks 2017 Abigail See
Peter J. Liu
Christopher D. Manning
1
+ A Latent Variable Recurrent Neural Network for Discourse Relation Language Models 2016 Yangfeng Ji
Gholamreza Haffari
Jacob Eisenstein
1
+ PDF Chat RACE: Large-scale ReAding Comprehension Dataset From Examinations 2017 Guokun Lai
Qizhe Xie
Hanxiao Liu
Yiming Yang
Eduard Hovy
1
+ An Overview of Multi-Task Learning in Deep Neural Networks 2017 Sebastian Ruder
1
+ Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation 2017 Shikhar Sharma
Layla El Asri
Hannes Schulz
Jérémie Zumer
1
+ PDF Chat An End-to-End Trainable Neural Network Model with Belief Tracking for Task-Oriented Dialog 2017 Bing Liu
Ian Lane
1
+ DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset 2017 Yanran Li
Hui Su
Xiaoyu Shen
Wenjie Li
Ziqiang Cao
Shuzi Niu
1
+ Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models 2017 Yi Luan
Chris Brockett
Bill Dolan
Jianfeng Gao
Michel Galley
1
+ Graph Attention Networks 2017 Petar Veličković
Guillem Cucurull
Arantxa Casanova
Adriana Romero
Píetro Lió
Yoshua Bengio
1
+ Synthetic and Natural Noise Both Break Neural Machine Translation 2017 Yonatan Belinkov
Yonatan Bisk
1
+ On Quadratic Penalties in Elastic Weight Consolidation 2017 Ferenc Huszár
1
+ HotFlip: White-Box Adversarial Examples for NLP 2017 Javid Ebrahimi
Anyi Rao
Daniel Lowd
Dejing Dou
1
+ Fine-tuned Language Models for Text Classification. 2018 Jeremy Howard
Sebastian Ruder
1
+ PDF Chat Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence 2018 Arslan Chaudhry
Puneet K. Dokania
Thalaiyasingam Ajanthan
Philip H. S. Torr
1
+ PDF Chat Neural Question Generation from Text: A Preliminary Study 2018 Qingyu Zhou
Nan Yang
Furu Wei
Chuanqi Tan
Hangbo Bao
Ming Zhou
1