Sheena Panthaplackel, Miltiadis Allamanis, Marc Brockschmidt

Keywords Abstract Paper

Anup Sarma, Sonali Singh, Huaipan Jiang and

Rui Zhang, Mahmut T Kandemir, Chita Das

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deep learning

Jensen Gao, Siddharth Reddy, Glen Berseth and

Nick Hardy, Nikhilesh Natraj, Karunesh Ganguly, Anca Dragan, Sergey Levine

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reinforcement learning, human-computer interaction

Gerrit van den Burg, Chris Williams

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deep learning, self-supervised learning, generative model

Zixuan Ke, Bing Liu, Xingchang Huang

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Arda Akdemir

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Task Discovery, Transfer Learning, task selection, NLP tasks

Yuchen Lu, Soumye Singhal, Florian Strub and

Olivier Pietquin, Aaron Courville

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language drift, language-drift game, language models, word-based agents

Michael Cogswell, Jiasen Lu, Rishabh Jain and

Stefan Lee, Devi Parikh, Dhruv Batra

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Graham McDonald, Craig Macdonald, Iadh Ounis

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classification, sensitivity classification, technology-assisted sensitivity review, active learning, sensitive information

Tianxing He, Jun Liu, Kyunghyun Cho and

Myle Ott, Bing Liu, James Glass, Fuchun Peng

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Xiuying Chen, Zhi Cui, Jiayi Zhang and

Chen Wei, Jianwei Cui, Bin Wang, Dongyan Zhao, Rui Yan

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Durmus Alp Emre Acar, Ruizhao Zhu, Venkatesh Saligrama

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Algorithms

Bo Han, Gang Niu, Xingrui Yu and

QUANMING YAO, Miao Xu, Ivor Tsang, Masashi Sugiyama

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Deep Learning - Algorithms

Yannis Kalantidis, Mert Bulent Sariyildiz, Noe Pion and

Philippe Weinzaepfel, Diane Larlus

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Pan Xie, Zhi Cui, Xiuying Chen and

XiaoHui Hu, Jianwei Cui, Bin Wang

Keywords Abstract Paper

Maximilian Igl, Gregory Farquhar, Jelena Luketina and

Wendelin Boehmer, Shimon Whiteson

Keywords Abstract Paper

Generalization, Reinforcement Learning

Chang Li, Haoyun Feng, Maarten Rijke

Keywords Abstract Paper

recommender system, contextual bandits, Online learning to rank, result diversification

Stefan Larson, Anthony Zheng, Anish Mahendran and

Rishi Tekriwal, Adrian Cheung, Eric Guldan, Kevin Leach, Jonathan K. Kummerfeld

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dialog tasks, intent classification, slot-filling, robust models

Sung Min Cho, Eunhyeok Park, Sungjoo Yoo

Keywords Abstract Paper

Self-attention, Sequential Recommendation, Temporal Embedding, BERT

Lisa Bonheme, Marek Grzes

Keywords Abstract Paper

Taesun Whang, Dongyub Lee, Dongsuk Oh and

Chanhee Lee, Kijong Han, Dong-hun Lee, Saebyeok Lee

Keywords Abstract Paper

Qian Wang, Jiajun Zhang, Lemao Liu and

Guoping Huang, Chengqing Zong

Keywords Abstract Paper

Arslan Chaudhry, Albert Gordo, Puneet Dokania and

Philip Torr, David Lopez-Paz

Keywords Abstract Paper

Amirhossein Kazemnejad, Mohammadreza Salehi, Mahdieh Soleymani Baghshah

Keywords Abstract Paper

Paraphrase Generation, Neural sequence, sequence generation, retrieval-based method

Subhabrata Dutta, Tanya Gautam, Soumen Chakrabarti, Tanmoy Chakraborty

Keywords Abstract Paper

deep learning, transformers

Keshav Kolluru, Samarth Aggarwal, Vipul Rathore and

Mausam -, Soumen Chakrabarti

Keywords Abstract Paper

Iterative Extraction, Open Extraction, IMoJIE, Iterative

Tsvetomila Mihaylova, Vlad Niculae, André F. T. Martins

Keywords Abstract Paper

pipeline systems, ste, latent models, end-to-end training

Alastair F. Donaldson, Paul Thomson, Vasyl Teliman and

Stefano Milizia, André Perez Maselco, Antoni Karpiński

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Compilers, metamorphic testing, SPIR-V

Sachin Kumar, Eric Malmi, Aliaksei Severyn, Yulia Tsvetkov

Keywords Abstract Paper

optimization

Kai Wang, Junfeng Tian, Rui Wang and

Xiaojun Quan, Jianxing Yu

Keywords Abstract Paper

Generating responses, task-oriented systems, response generation, automatic evaluations

Jiajun Shen, Peng-Jen Chen, Matthew Le and

Junxian He, Jiatao Gu, Myle Ott, Michael Auli, Marc’Aurelio Ranzato

Keywords Abstract Paper

Bin Liu, Chenxu Zhu, Guilin Li and

Weinan Zhang, Jincai Lai, Ruiming Tang, Xiuqiang He, Zhenguo Li, Yong Yu

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feature selection, neural architecture search, recommendation, factorization machine

Wenpeng Hu, Qi Qin, Mengyu Wang and

Jinwen Ma, Bing Liu

Keywords Abstract Paper

Caterina Lacerra, Tommaso Pasini, Rocco Tripodi, Roberto Navigli

Keywords Abstract Paper

Natural Language Processing, Natural Language Semantics, Resources and Evaluation

Omar El Zarif, Daniel Alencar Da Costa, Safwat Hassan, Ying Zou

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deep learning, software alternatives, users churn, software issues

Huihan Yao, Ying Chen, Qinyuan Ye and

Xisen Jin, Xiang Ren

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machine learning, fairness, language

Lili Chen, Kimin Lee, Aravind Srinivas, Pieter Abbeel

Keywords Abstract Paper

deep learning, reinforcement learning and planning

Zirui Wang, Zachary C. Lipton, Yulia Tsvetkov

Keywords Abstract Paper

multilingual models, meta-learning algorithm, multilingual representations, negative interference

Hao-Ran Wei, Zhirui Zhang, Boxing Chen, Weihua Luo

Keywords Abstract Paper

domain-specific translation, domain adaptation, back-translation method, out-of-domain systems

Pierre Lison, Jeremy Barnes, Aliaksandr Hubin, Samia Touileb

Keywords Abstract Paper

Named Recognition, NER, Weak Approach, transfer techniques