Cédric Colas, Tristan Karch, Nicolas Lair and

Jean-Michel Dussoux, Clément Moulin-Frier, Peter F Dominey, Pierre-Yves Oudeyer

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Alessandro Suglia, Ioannis Konstas, Andrea Vanzo and

Emanuele Bastianelli, Desmond Elliott, Stella Frank, Oliver Lemon

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Grounded Learning, Goal-oriented evaluation, Object evaluation, Zero-shot evaluation

Angeliki Lazaridou, Anna Potapenko, Olivier Tieleman

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Multi-agent Communication, natural learning, visual task, Functional Learning

Tong Gao, Qi Huang, Raymond Mooney

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Xuancheng Ren, Xu Sun, Houfeng Wang, Qun Liu

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Isabel Papadimitriou, Dan Jurafsky

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analyzing structure, encoding structure, natural acquisition, transfer learning

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

Kanishk Gandhi, Brenden Lake

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Minki Kang, Moonsu Han, Sung Ju Hwang

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self-supervised pre-training, question answering, task, reinforcement learning

Hao Tan, Mohit Bansal

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speaking, writing, text-only self-supervision, pure-language tasks

Theodore R. Sumers, Mark K. Ho, Robert D. Hawkins and

Karthik Narasimhan, Thomas L. Griffiths

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Jesse Mu, Percy Liang, Noah Goodman

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Few-Shot Classification, human learning, supervision, machine models

Ethan Wilcox, Peng Qian, Richard Futrell and

Ryosuke Kohita, Roger Levy, Miguel Ballesteros

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learning outcomes, syntactic representations, neural models, n-gram baseline

Nils Rethmeier, Vageesh Kumar Saxena, Isabelle Augenstein

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Allyson Ettinger

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Pre-training, NLP tasks, inference, role-based prediction

Rabeeh Karimi Mahabadi, Yonatan Belinkov, James Henderson

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End-to-End Mitigation, real-world scenarios, training, large-scale benchmarks

Mohamed Afham Mohamed Aflal, Salman Khan, Muhammad Haris Khan and

Muzammal Naseer, Fahad Shahbaz Khan

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few shot learning, multimodal learning, transformers in vision

Xilun Chen, Asish Ghoshal, Yashar Mehdad and

Luke Zettlemoyer, Sonal Gupta

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task-oriented parsing, low-resource adaptation, generalization, virtual assistants

Xiaochuang Han, Byron C. Wallace, Yulia Tsvetkov

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NLP, model prediction, model decisions, natural inference

Ahmed Akakzia, Cédric Colas, Pierre-Yves Oudeyer and

Mohamed CHETOUANI, Olivier Sigaud

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intrinsic motivations, Deep reinforcement learning, autonomous learning, symbolic representations

Ryan Lowe*, Abhinav Gupta*, Jakob Foerster and

Douwe Kiela, Joelle Pineau

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multi-agent communication, self-play, emergent languages

Liang Qiu, Yizhou Zhao, Weiyan Shi and

Yuan Liang, Feng Shi, Tao Yuan, Zhou Yu, Song-Chun Zhu

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inducing representation, computational linguistics, dialogue design, discourse analysis

Fiona Draxler, Audrey Labrie, Albrecht Schmidt, Lewis Chuang

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augmented reality, language learning, grammar, contextual learning, self-directed learning

Weili Nie, Zhiding Yu, Lei Mao and

Ankit Patel, Yuke Zhu, Anima Anandkumar

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Kanishk Gandhi, Gala Stojnic, Brenden Lake, Moira R Dillon

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deep learning, machine learning

Abhilasha Ravichander, Yonatan Belinkov, Eduard Hovy

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Lihao Wang, Xiaoqing Zheng

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

Hai Ye, Qingyu Tan, Ruidan He and

Juntao Li, Hwee Tou Ng, Lidong Bing

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unsupervised adaptation, self-training, pre-trained models, bert

Tovly Deutsch, Masoud Jasbi, Stuart Shieber

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Lucas Weber, Jaap Jumelet, Elia Bruni, Dieuwke Hupkes

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Felix Hill, Olivier Tieleman, Tamara von Glehn and

Nathaniel Wong, Hamza Merzic, Stephen Clark

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memory, meta-learning, word-learning, grounding, fast-mapping, language, cognition

Yonatan Belinkov, Nadir Durrani, Fahim Dalvi and

Hassan Sajjad, James Glass

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Linguistic Models, natural processing, artificial intelligence, translating languages

Zhiyong Wu, Yun Chen, Ben Kao, Qun Liu

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Analyzing BERT, linguistic tasks, dependency parsing, probing tasks

Yanpeng Zhao, Ivan Titov

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exploiting groundings, language understanding, gradient estimates, fully-differentiable learning

Yuanyuan Zhao, Weiwei Sun, Junjie Cao, Xiaojun Wan

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semantic parsing, second acquisition, Semantic Parsing, ESL

Grzegorz Chrupała, Bertrand Higy, Afra Alishahi

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NLP systems, learning, reporting analysis, neural language

Yukuan Yang, Fangyun Wei, Miaojing Shi, Guoqi Li

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Runzhe Zhan, Xuebo Liu, Derek F. Wong, Lidia S. Chao

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Sreejan Kumar, Ishita Dasgupta, Jonathan Cohen and

Nathaniel Daw, Thomas L Griffiths

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reinforcement learning, compositionality, human cognition, meta-learning

Ruijian Xu, Chongyang Tao, Daxin Jiang and

Xueliang Zhao, Dongyan Zhao, Rui Yan

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