Emily Goodwin, Koustuv Sinha, Timothy J. O'Donnell

Keywords Abstract Paper

Probing Systematicity, probing tasks, generalization, natural inference

Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani and

Eric Lehman, Caiming Xiong, Richard Socher, Byron C. Wallace

Keywords Abstract Paper

NLP, Evaluating Reasoning, ERASER, Rationalized Models

Aikaterini-Lida Kalouli, Rita Sevastjanova, Valeria de Paiva and

Richard Crouch, Mennatallah El-Assady

Keywords Abstract Paper

Hitomi Yanaka, Koji Mineshima, Kentaro Inui

Keywords Abstract Paper

Ronen Tamari, Chen Shani, Tom Hope and

Miriam R L Petruck, Omri Abend, Dafna Shahaf

Keywords Abstract Paper

Embodied Understanding, natural understanding, representation, NLU systems

Xinyan Zhao, V.G.Vinod Vydiswaran

Keywords Abstract Paper

Ankit Arun, Soumya Batra, Vikas Bhardwaj and

Ashwini Challa, Pinar Donmez, Peyman Heidari, Hakan Inan, Shashank Jain, Anuj Kumar, Shawn Mei, Karthik Mohan, Michael White

Keywords Abstract Paper

Wenxuan Zhou, Bill Yuchen Lin, Xiang Ren

Keywords Abstract Paper

Deming Ye, Yankai Lin, Jiaju Du and

Zhenghao Liu, Peng Li, Maosong Sun, Zhiyuan Liu

Keywords Abstract Paper

downstream tasks, coreferential reasoning, common tasks, language models

Marina Danilevsky, Kun Qian, Ranit Aharonov and

Yannis Katsis, Ban Kawas, Prithviraj Sen

Keywords Abstract Paper

Ziqi Wang*, Yujia Qin*, Wenxuan Zhou and

Jun Yan, Qinyuan Ye, Leonardo Neves, Zhiyuan Liu, Xiang Ren

Keywords Abstract Paper

Thilini Cooray, Ngai-Man Cheung, Wei Lu

Keywords Abstract Paper

situation recognition, visual semantic role labelling, scene understanding, vision and language, action recognition

Man Luo, Shailaja Keyur Sampat, Riley Tallman and

Yankai Zeng, Manuha Vancha, Akarshan Sajja, Chitta Baral

Keywords Abstract Paper

Wenhu Chen, Jianshu Chen, Yu Su and

Zhiyu Chen, William Yang Wang

Keywords Abstract Paper

Logical Generation, neural NLG, surface-level realizations, logical inference

Shen Kai, Lingfei Wu, Siliang Tang and

Yueting Zhuang, zhen he, Zhuoye Ding, Yun Xiao, Bo Long

Keywords Abstract Paper

generative model

TaiGe Feng, Zhouchen Lin, jiapeng zhu and

Deli Zhao, Jingren Zhou, Zheng-Jun Zha

Keywords Abstract Paper

Theory, Deep learning Theory

Deepak Gupta, Hardik Chauhan, Ravi Tej Akella and

Asif Ekbal, Pushpak Bhattacharyya

Keywords Abstract Paper

Emily M. Bender, Alexander Koller

Keywords Abstract Paper

NLP tasks, natural understanding, large models, NLU

Kailai Sun, Zuchao Li, Hai Zhao

Keywords Abstract Paper

language, interpretability

Yu Chen, Lingfei Wu, Mohammed J. Zaki

Keywords Abstract Paper

deep learning, reinforcement learning, graph neural networks, natural language processing, question generation

Tasnim Mohiuddin, Prathyusha Jwalapuram, Xiang Lin, Shafiq Joty

Keywords Abstract Paper

Martin Tutek, Jan Snajder

Keywords Abstract Paper

Samuel R. Bowman, Jennimaria Palomaki, Livio Baldini Soares, Emily Pitler

Keywords Abstract Paper

benchmarking, language understanding, transfer applications, crowdsourcing protocol

Hangfeng He, Qiang Ning, Dan Roth

Keywords Abstract Paper

named recognition, NLP tasks, QuASE, QAMR

Tongfei Chen, Zhengping Jiang, Adam Poliak and

Keisuke Sakaguchi, Benjamin Van Durme

Keywords Abstract Paper

Uncertain Inference, Natural Inference, NLI, UNLI

Jianguo Zhang, Kazuma Hashimoto, Wenhao Liu and

Chien-Sheng Wu, Yao Wan, Philip Yu, Richard Socher, Caiming Xiong

Keywords Abstract Paper

intent detection, detecting intents, oos detection, large-scale task

Lucas Deecke, Lukas Ruff, Rob Vandermeulen, Hakan Bilen

Keywords Abstract Paper

Algorithms, Unsupervised Learning

Xiyue Zhang, Xiaoning Du, Xiaofei Xie and

Lei Ma, Yang Liu, Meng Sun

Keywords Abstract Paper

Jing Wang, Mayank Kulkarni, Daniel Preotiuc-Pietro

Keywords Abstract Paper

Multi-Domain Recognition, Named recognition, domain models, NER

Wenhan Xiong, Jingfei Du, William Yang Wang, Veselin Stoyanov

Keywords Abstract Paper

Sawan Kumar, Partha Talukdar

Keywords Abstract Paper

Natural Inference, NLP tasks, internal making, NLI

Yangming Li, Kaisheng Yao

Keywords Abstract Paper

Pengyu Cheng, Weituo Hao, Siyang Yuan and

Shijing Si, Lawrence Carin

Keywords Abstract Paper

Mutual Information, Pretrained Text Encoders, Contrastive Learning, Fairness

Hung Le, Steven C.H. Hoi

Keywords Abstract Paper

downstream tasks, video-grounded tasks, sequence-to-sequence task, Pretrained Models

Xiangpeng Wei, Heng Yu, Yue Hu and

Rongxiang Weng, Luxi Xing, Weihua Luo

Keywords Abstract Paper

sequence-to-sequence task, nmt, inference, translation tasks

Boxin Wang, Hengzhi Pei, Boyuan Pan and

Qian Chen, Shuohang Wang, Bo Li

Keywords Abstract Paper

adversarial generation, nlp tasks, sentiment analysis, qa

Omnia Zayed, John Philip McCrae, Paul Buitelaar

Keywords Abstract Paper

Javier Antorán, Umang Bhatt, Tameem Adel and

Adrian Weller, José Miguel Hernández Lobato

Keywords Abstract Paper

explainability, uncertainty, interpretability

Erfan Sadeqi Azer, Daniel Khashabi, Ashish Sabharwal, Dan Roth

Keywords Abstract Paper

Natural Processing, NLP, NLP research, Bayesian hypotheses

Po-Yao Huang, Junjie Hu, Xiaojun Chang, Alexander Hauptmann

Keywords Abstract Paper

Unsupervised Translation, Unsupervised MT, MT, alignment