A Conditional Generative Matching Model for Multi-lingual Reply Suggestion

15 September 2021

Budhaditya Deb

Guoqing Zheng

Milad Shokouhi

Ahmed Hassan Awadallah

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Papers citing "A Conditional Generative Matching Model for Multi-lingual Reply Suggestion"

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Title
Language Scaling for Universal Suggested Replies Model Qianlan Ying Payal Bajaj Budhaditya Deb Yu Yang Wei Wang Bojia Lin Milad Shokouhi Xia Song Yang Yang Daxin Jiang LRM 37 2 0 04 Jun 2021
A Dataset and Baselines for Multilingual Reply Suggestion Mozhi Zhang Wei Wang Budhaditya Deb Guoqing Zheng Milad Shokouhi Ahmed Hassan Awadallah LRM 35 8 0 03 Jun 2021
Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models Zirui Wang Yulia Tsvetkov Orhan Firat Yuan Cao 62 202 0 12 Oct 2020
Multilingual Offensive Language Identification with Cross-lingual Embeddings Tharindu Ranasinghe Marcos Zampieri 36 154 0 11 Oct 2020
On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment Zirui Wang Zachary Chase Lipton Yulia Tsvetkov 53 31 0 06 Oct 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 91 380 0 26 Jun 2020
English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too Jason Phang Iacer Calixto Phu Mon Htut Yada Pruksachatkun Haokun Liu Clara Vania Katharina Kann Samuel R. Bowman LRM 63 66 0 26 May 2020
Crossing Variational Autoencoders for Answer Retrieval Wenhao Yu Lingfei Wu Qingkai Zeng S. Tao Yu Deng Meng Jiang DRL RALM OOD BDL 32 15 0 06 May 2020
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space Chunyuan Li Xiang Gao Yuan Li Baolin Peng Xiujun Li Yizhe Zhang Jianfeng Gao SSL DRL 62 181 0 05 Apr 2020
Modelling Latent Skills for Multitask Language Generation Kris Cao Dani Yogatama 21 3 0 21 Feb 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 254 10,591 0 17 Feb 2020
Variational Mixture-of-Experts Autoencoders for Multi-Modal Deep Generative Models Yuge Shi Siddharth Narayanaswamy Brooks Paige Philip Torr DRL 65 267 0 08 Nov 2019
What Would Elsa Do? Freezing Layers During Transformer Fine-Tuning Jaejun Lee Raphael Tang Jimmy J. Lin 55 121 0 08 Nov 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 178 6,496 0 05 Nov 2019
Continual Unsupervised Representation Learning Dushyant Rao Francesco Visin Andrei A. Rusu Yee Whye Teh Razvan Pascanu R. Hadsell BDL CLL SSL DRL 32 259 0 31 Oct 2019
Multilingual Universal Sentence Encoder for Semantic Retrieval Yinfei Yang Daniel Cer Amin Ahmad Mandy Guo Jax Law ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 3DV 51 476 0 09 Jul 2019
Building a Production Model for Retrieval-Based Chatbots Kyle Swanson L. Yu C. Fox Jeremy Wohlwend Tao Lei 39 11 0 07 Jun 2019
Training Neural Response Selection for Task-Oriented Dialogue Systems Matthew Henderson Ivan Vulić D. Gerz I. Casanueva Paweł Budzianowski Sam Coope Georgios P. Spithourakis Tsung-Hsien Wen N. Mrksic Pei-hao Su 30 110 0 04 Jun 2019
Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder Budhaditya Deb P. Bailey Milad Shokouhi 35 20 0 25 Mar 2019
Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing Hao Fu Chunyuan Li Xiaodong Liu Jianfeng Gao Asli Celikyilmaz Lawrence Carin ODL 65 363 0 25 Mar 2019
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks Matthew E. Peters Sebastian Ruder Noah A. Smith 71 435 0 14 Mar 2019
Parameter-Efficient Transfer Learning for NLP N. Houlsby A. Giurgiu Stanislaw Jastrzebski Bruna Morrone Quentin de Laroussilhe Andrea Gesmundo Mona Attariyan Sylvain Gelly 204 4,368 0 02 Feb 2019
Unsupervised speech representation learning using WaveNet autoencoders J. Chorowski Ron J. Weiss Samy Bengio Aaron van den Oord SSL 70 318 0 25 Jan 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 64 2,727 0 22 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.2K 93,936 0 11 Oct 2018
Auto-Encoding Variational Neural Machine Translation Bryan Eikema Wilker Aziz DRL BDL 50 39 0 27 Jul 2018
Variational Deep Semantic Hashing for Text Documents Suthee Chaidaroon Yi Fang 35 73 0 11 Aug 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 231 3,101 0 19 May 2017
Efficient Natural Language Response Suggestion for Smart Reply Matthew Henderson Rami Al-Rfou B. Strope Yun-hsuan Sung László Lukács Ruiqi Guo Sanjiv Kumar Balint Miklos R. Kurzweil 120 427 0 01 May 2017
A Conditional Variational Framework for Dialog Generation Xiaoyu Shen Hui Su Yanran Li Wenjie Li Shuzi Niu Yang Zhao Akiko Aizawa Guoping Long 43 115 0 30 Apr 2017
Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders Tiancheng Zhao Ran Zhao M. Eskénazi 47 754 0 31 Mar 2017
FastText.zip: Compressing text classification models Armand Joulin Edouard Grave Piotr Bojanowski Matthijs Douze Hervé Jégou Tomas Mikolov MQ 74 1,201 0 12 Dec 2016
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson M. Schuster Quoc V. Le M. Krikun Yonghui Wu ... F. Viégas Martin Wattenberg Gregory S. Corrado Macduff Hughes Jeffrey Dean 99 2,087 0 14 Nov 2016
Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders Nat Dilokthanakul P. Mediano M. Garnelo M. J. Lee Hugh Salimbeni Kai Arulkumaran Murray Shanahan DRL 57 651 0 08 Nov 2016
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 234 5,323 0 03 Nov 2016
Smart Reply: Automated Response Suggestion for Email Anjuli Kannan Karol Kurach Sujith Ravi Tobias Kaufmann Andrew Tomkins ... G. Corrado László Lukács Marina Ganea Peter Young Vivek Ramavajjala VLM 44 309 0 15 Jun 2016
Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification Xilun Chen Yu Sun Ben Athiwaratkun Claire Cardie Kilian Q. Weinberger 250 315 0 06 Jun 2016
Variational Neural Machine Translation Biao Zhang Deyi Xiong Jinsong Su Hong Duan Min Zhang VLM DRL 56 203 0 25 May 2016
Generating Sentences from a Continuous Space Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafal Jozefowicz Samy Bengio DRL 90 2,352 0 19 Nov 2015
Importance Weighted Autoencoders Yuri Burda Roger C. Grosse Ruslan Salakhutdinov BDL 228 1,240 0 01 Sep 2015
Neural Responding Machine for Short-Text Conversation Lifeng Shang Zhengdong Lu Hang Li 107 1,144 0 09 Mar 2015