Alexander Fabbri, Patrick Ng, Zhiguo Wang and

Ramesh Nallapati, Bing Xiang

Keywords Abstract Paper

Template-Based Generation, Unsupervised Answering, Question Answering, QA

Bernhard Kratzwald, Stefan Feuerriegel, Huan Sun

Keywords Abstract Paper

labeling, annotating questions, question qa, qa

Luisa Zintgraf, Leo Feng, Cong Lu and

Max Igl, Kristian Hartikainen, Katja Hofmann, Shimon Whiteson

Keywords Abstract Paper

Algorithms, Multitask, Transfer, and Meta Learning

Zihao Fu, Bei Shi, Wai Lam and

Lidong Bing, Zhiyuan Liu

Keywords Abstract Paper

data-to-text task, generation task, dataset problem, over-generation problem

Shailza Jolly, Tobias Falke, Caglar Tirkaz, Daniil Sorokin

Keywords Abstract Paper

Yunzhi Zhang, Pieter Abbeel, Lerrel Pinto

Keywords Abstract Paper

Ofir Marom, Benjamin Rosman

Keywords Abstract Paper

Learning Heuristics, Uncertainty, Bayesian Neural Networks, Efficient Exploration, Likely-Admissible Heuristics

Wangchunshu Zhou, Jinyi Hu, Hanlin Zhang and

Xiaodan Liang, Maosong Sun, Chenyan Xiong, Jian Tang

Keywords Abstract Paper

Akira Terauchi, Naoki Mori

Keywords Abstract Paper

Wenhao Wang, Shengcai Liao, Fang Zhao and

Cuicui Kang, Ling Shao

Keywords Abstract Paper

DomainMix, Person Re-Identification, Domain Generalization

Xiaoxia (Shirley) Wu, Ethan Dyer, Behnam Neyshabur

Keywords Abstract Paper

Empirical Investigation, Understanding Deep Learning, Curriculum Learning

Matan Eyal, Asaf Amrami, Hillel Taub-Tabib, Yoav Goldberg

Keywords Abstract Paper

Kevin Li, Abhishek Gupta, Ashwin D Reddy and

Vitchyr Pong, Aurick Zhou, Justin Yu, Sergey Levine

Keywords Abstract Paper

Reinforcement Learning and Planning, Deep RL

Yixin Nie, Adina Williams, Emily Dinan and

Mohit Bansal, Jason Weston, Douwe Kiela

Keywords Abstract Paper

Adversarial NLI, Natural Understanding, never-ending scenario, NLU

Minghui Qiu, Xinjing Huang, Cen Chen and

Feng Ji, Chen Qu, Wei Wei, Jun Huang, Yin Zhang

Keywords Abstract Paper

Jathushan Rajasegaran, Salman Khan, Munawar Hayat and

Fahad Shahbaz Khan, Mubarak Shah

Keywords Abstract Paper

Meta-learning, Few-shot learning

Jean Kaddour, Steindor Saemundsson, Marc Deisenroth

Keywords Abstract Paper

Steven Rennie, Etienne Marcheret, Neil Mallinar and

David Nahamoo, Vaibhava Goel

Keywords Abstract Paper

question-answering tasks, self-supervised tasks, word masking, sentence entailment

Daniel Khashabi, Tushar Khot, Ashish Sabharwal

Keywords Abstract Paper

linguistic tasks, deep models, boolq, boolq models

Tianlong Chen, Sijia Liu, Shiyu Chang and

Yu Cheng, Lisa Amini, Zhangyang Wang

Keywords Abstract Paper

adversarial robustness, self-supervision, pre-training

Archit Sharma, Abhishek Gupta, Sergey Levine and

Karol Hausman, Chelsea Finn

Keywords Abstract Paper

reinforcement learning and planning

Avi Singh, Huihan Liu, Gaoyue Zhou and

Albert Yu, Nicholas Rhinehart, Sergey Levine

Keywords Abstract Paper

reinforcement learning, imitation learning

Lin Chen, Yifei Min, Mingrui Zhang, Amin Karbasi

Keywords Abstract Paper

Adversarial Examples

JWoong Shin, Hae Beom Lee, Boqing Gong, Sung Ju Hwang

Keywords Abstract Paper

Algorithms, Multitask, Transfer, and Meta Learning

Lihao Wang, Xiaoqing Zheng

Keywords Abstract Paper

grammatical correction, sequence-to-sequence learning, neural networks, gec

Chen Xu, Bojie Hu, Yufan Jiang and

Kai Feng, Zeyang Wang, Shen Huang, Qi Ju, Tong Xiao, Jingbo Zhu

Keywords Abstract Paper

Konstantin Mishchenko, Dmitry Kovalev, Egor Shulgin and

Peter Richtarik, Yura Malitsky

Keywords Abstract Paper

Yuqing Du, Stas Tiomkin, Emre Kiciman and

Daniel Polani, Pieter Abbeel, Anca Dragan

Keywords Abstract Paper

Haotao Wang, Tianlong Chen, Shupeng Gui and

TingKuei Hu, Ji Liu, Zhangyang Wang

Keywords Abstract Paper

Masato Tamura, Tomoaki Yoshinaga

Keywords Abstract Paper

person re-identification, generalizable, soft label, knowledge distillation, Re-ID, domain generalization

Ye Liu, Sheng Zhang, Rui Song and

Suo Feng, Yanghua Xiao

Keywords Abstract Paper

open extraction, question-answering task, information system, kg

Ricardo Luna Gutierrez, Matteo Leonetti

Keywords Abstract Paper

Roberta Raileanu, Maxwell Goldstein, Denis Yarats and

Ilya Kostrikov, Rob Fergus

Keywords Abstract Paper

reinforcement learning and planning, machine learning

Xinyi Wang, Hieu Pham, Paul Michel and

Antonios Anastasopoulos, Jaime Carbonell, Graham Neubig

Keywords Abstract Paper

Deep Learning - Algorithms

Zibo Lin, Deng Cai, Yan Wang and

Xiaojiang Liu, Haitao Zheng, Shuming Shi

Keywords Abstract Paper

response selection, retrieval-based systems, learning-to-rank problem, learning-to-rank

Kei Ota, Tomoaki Oiki, Devesh Jha and

Toshisada Mariyama, Daniel Nikovski

Keywords Abstract Paper

Reinforcement Learning - Deep RL

Janarthanan Rajendran, Alex Irpan, Eric Jang

Keywords Abstract Paper

Nico Gürtler, Dieter Büchler, Georg Martius

Keywords Abstract Paper

reinforcement learning and planning

Jay Heo, Junhyeon Park, Hyewon Jeong and

Kwang Joon Kim, Juho Lee, Eunho Yang, Sung Ju Hwang

Keywords Abstract Paper

Accountability, Transparency and Interpretability

Jixuan Wang, Kuan-Chieh Wang, Frank Rudzicz, Michael Brudno

Keywords Abstract Paper

machine learning, transformers, meta learning, language, transfer learning