Xiuwen Gong, Dong Yuan, Wei Bao

Keywords Abstract Paper

Machine Learning, Multi-instance; Multi-label; Multi-view learning

Ryosuke Kohita, Akifumi Wachi, Yang Zhao, Ryuki Tachibana

Keywords Abstract Paper

abstractive textsummarization, unsupervised summarization, unsupervised summarizers, unsupervised methods

Wojciech Kryscinski, Bryan McCann, Caiming Xiong, Richard Socher

Keywords Abstract Paper

assessing algorithms, natural inference, fact checking, auxiliary tasks

Yachao Zhang, Zonghao Li, Yuan Xie and

Yanyun Qu, Cuihua Li, Tao Mei

Keywords Abstract Paper

Jan-Christoph Klie, Richard Eckart de Castilho, Iryna Gurevych

Keywords Abstract Paper

Human-In-The-Loop Linking, Entity linking, disambiguating mentions, annotation process

Dora Jambor, Komal Teru, Joelle Pineau, William L. Hamilton

Keywords Abstract Paper

Yue Zhao, Ryan Rossi, Leman Akoglu

Keywords Abstract Paper

machine learning, self-supervised learning, meta learning, clustering

Dheeraj Mekala, Jingbo Shang

Keywords Abstract Paper

Text Classification, Weakly classification, string matching, Contextualized Supervision

Anne Lauscher, Ivan Vulić, Edoardo Maria Ponti and

Anna Korhonen, Goran Glavaš

Keywords Abstract Paper

Yumo Xu, Mirella Lapata

Keywords Abstract Paper

modeling interactions, query summarization, assembling summaries, question answering

Ying Luo, Hai Zhao, Junlang Zhan

Keywords Abstract Paper

named recognition, entity detection, type prediction, deep models

Jiani Huang, Ziyang Li, Binghong Chen and

Karan Samel, Mayur Naik, Le Song, Xujie Si

Keywords Abstract Paper

deep learning, transformers, vision

Kihyuk Sohn, David Berthelot, Nicholas Carlini and

Zizhao Zhang, Han Zhang, Colin A Raffel, Dogus Cubuk, Alexey Kurakin, Chun-Liang Li

Keywords Abstract Paper

Siddhant Garg, Yingyu Liang

Keywords Abstract Paper

Shuming Liu, Xu Zhao, Haisheng Su, Zhilan Hu

Keywords Abstract Paper

Keren Ye, Adriana Kovashka

Keywords Abstract Paper

Xianfeng Li, Weijie Chen, Di Xie and

Shicai Yang, Peng Yuan, Shiliang Pu, Yueting Zhuang

Keywords Abstract Paper

Hanlei Zhang, Hua Xu, Ting-En Lin

Keywords Abstract Paper

Shen Li, Bryan Hooi, Gim Hee Lee

Keywords Abstract Paper

Representation learning, identifiable generative models, nonlinear-ICA

Kaijia Yang, Nantao Zheng, Xinyu Dai and

Liang He, Shujian Huang, Jiajun Chen

Keywords Abstract Paper

text description, relation extraction, few shot

Jeremias Sulam, Ramchandran Muthukumar, Raman Arora

Keywords Abstract Paper

Zhi Zhou, Lan-Zhe Guo, Zhanzhan Cheng and

Yu-Feng Li, Shiliang Pu

Keywords Abstract Paper

optimization, semi-supervised learning

Jonathan Bragg, Arman Cohan, Kyle Lo, Iz Beltagy

Keywords Abstract Paper

meta learning, few shot learning

Chang Liu, Xiaoguang Li, Guohao Cai and

Zhenhua Dong, Hong Zhu, Lifeng Shang

Keywords Abstract Paper

Ruifang He, Jian Wang, Fengyu Guo, Yugui Han

Keywords Abstract Paper

Implicit Recognition, discourse understanding, TransS-Driven Architecture, multi-level encoder

Hanlei Zhang, Hua Xu, Ting-En Lin, Rui Lyu

Keywords Abstract Paper

Corentin Kervadec, Christian Wolf, Grigory Antipov and

Moez Baccouche, Madiha Nadri

Keywords Abstract Paper

theory, deep learning, vision

Weili Nie, Zhiding Yu, Lei Mao and

Ankit Patel, Yuke Zhu, Anima Anandkumar

Keywords Abstract Paper

Jianzhu Guo, Xiangyu Zhu, Chenxu Zhao and

Dong Cao, Zhen Lei, Stan Z. Li

Keywords Abstract Paper

face recognition, meta learning, domain generalization, metric learning

Alon Jacovi, Gang Niu, Yoav Goldberg, Masashi Sugiyama

Keywords Abstract Paper

Qing Li, Siyuan Huang, Yining Hong and

Yixin Chen, Ying Nian Wu, Song-Chun Zhu

Keywords Abstract Paper

Applications - Computer Vision

Victor Campos, Alexander Trott, Caiming Xiong and

Richard Socher, Xavier Giro-i-Nieto, Jordi Torres

Keywords Abstract Paper

Reinforcement Learning - Deep RL

Javier Antorán, Umang Bhatt, Tameem Adel and

Adrian Weller, José Miguel Hernández Lobato

Keywords Abstract Paper

explainability, uncertainty, interpretability

Brendan O'Donoghue, Ian Osband, Catalin Ionescu

Keywords Abstract Paper

Reinforcement learning, Bayesian inference, Exploration

Jianxing Yu, Wei Liu, Shuang Qiu and

Qinliang Su, Kai Wang, Xiaojun Quan, Jian Yin

Keywords Abstract Paper

Low-Resource Questions, generating questions, machine comprehension, multi-hop model

Sever Topan, David Rolnick, Xujie Si

Keywords Abstract Paper

deep learning

Minseon Kim, Jihoon Tack, Sung Ju Hwang

Keywords Abstract Paper

Linyang Li, Xipeng Qiu

Keywords Abstract Paper

Tianxiao Shen, Jonas Mueller, Regina Barzilay, Tommi Jaakkola

Keywords Abstract Paper

Deep Learning - Generative Models and Autoencoders

Alexander Rader, Ionela G Mocanu, Vaishak Belle, Brendan Juba

Keywords Abstract Paper

Constraints and SAT, Constraints and Data Mining; Constraints and Machine Learning