AAAI

Information Acquisition Under Resource Limitations in a Noisy Environment

Matvey Soloviev, Joseph Y. Halpern

Comments A preliminary version of the paper appeared in \emph{Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18)}, 2018

Multipurpose Intelligent Process Automation via Conversational Assistant

Alena Moiseeva, Dietrich Trautmann, Michael Heimann, Hinrich Schütze

Comments Presented at the AAAI-20 Workshop on Intelligent Process Automation

Combining Experts' Causal Judgments

Dalal Alrajeh, Hana Chockler, Joseph Y. Halpern

Comments A preliminary version of the paper appeared in \emph{Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18)}, 2018}

P-SIF: Document Embeddings Using Partition Averaging

Vivek Gupta, Ankit Saw, Pegah Nokhiz, Praneeth Netrapalli, Piyush Rai, Partha Talukdar

Comments 15 Pages, 3 Figures, 13 Tables, AAAI 2020, Blog : http://vivgupt.blogspot.com/2019/06/document-vector-estimation-using.html

Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce

Juntao Li, Chang Liu, Jian Wang, Lidong Bing, Hongsong Li, Xiaozhong Liu, Dongyan Zhao, Rui Yan

Comments AAAI 2020

Syntactically Look-Ahead Attention Network for Sentence Compression

Hidetaka Kamigaito, Manabu Okumura

Comments AAAI 2020

Domain Conditioned Adaptation Network

Shuang Li, Chi Harold Liu, Qiuxia Lin, Binhui Xie, Zhengming Ding, Gao Huang, Jian Tang

Comments Accepted by AAAI 2020

Benchmark Tests of Convolutional Neural Network and Graph Convolutional Network on HorovodRunner Enabled Spark Clusters

Jing Pan, Wendao Liu, Jing Zhou

Comments AAAI 2020 W8 Deep Learning on Graphs: Methodologies and Applications Accepted Poster Number 23

An Integrated Enhancement Solution for 24-hour Colorful Imaging

Feifan Lv, Yinqiang Zheng, Yicheng Li, Feng Lu

Comments AAAI 2020 (Oral)

Replication Markets: Results, Lessons, Challenges and Opportunities in AI Replication

Yang Liu, Michael Gordon, Juntao Wang, Michael Bishop, Yiling Chen, Thomas Pfeiffer, Charles Twardy, Domenico Viganola

Comments Appeared at AAAI workshop on Reproducible AI (RAI), 2020

Attend to the beginning: A study on using bidirectional attention for extractive summarization

Ahmed Magooda, Cezary Marcjan

Comments To be published in FLAIRS33 (https://www.flairs-33.info/) and appear in he proceedings of AAAI

Graph Few-shot Learning via Knowledge Transfer

Huaxiu Yao, Chuxu Zhang, Ying Wei, Meng Jiang, Suhang Wang, Junzhou Huang, Nitesh V. Chawla, Zhenhui Li

Comments Full paper (with Appendix) of AAAI 2020

Lifelong Learning with a Changing Action Set

Yash Chandak, Georgios Theocharous, Chris Nota, Philip S. Thomas

Comments Thirty-fourth Conference on Artificial Intelligence (AAAI 2020) [Outstanding Student Paper Honorable Mention. ]

Concept2vec: Metrics for Evaluating Quality of Embeddings for Ontological Concepts

Faisal Alshargi, Saeedeh Shekarpour, Tommaso Soru, Amit Sheth

Comments Spring Symposium on Combining Machine Learning with Knowledge Engineering (AAAI-MAKE 2019)

Journal ref CEUR-WS 2350 (2019) 26

The More the Merrier?! Evaluating the Effect of Landmark Extraction Algorithms on Landmark-Based Goal Recognition

Kin Max Piamolini Gusmão, Ramon Fraga Pereira, Felipe Meneguzzi

Comments This paper has been published at the AAAI 2020 workshop on Plan, Activity, and Intent Recognition (PAIR)

Data Science as a Route to AI for Middle- and High-School Students

Shriram Krishnamurthi, Emmanuel Schanzer, Joe Gibbs Politz, Benjamin S. Lerner, Kathi Fisler, Sam Dooman

Comments Accepted and presented at the "Teaching AI in K-12" Symposium, part of the AAAI 2019 Fall Symposium Series

ASNets: Deep Learning for Generalised Planning

Sam Toyer, Felipe Trevizan, Sylvie Thiébaux, Lexing Xie

Comments Journal extension of AAAI'18 paper (arXiv:1709.04271)

Journal ref Journal of Artificial Intelligence Research 68 (2020) 1-68

One-Shot Image Classification by Learning to Restore Prototypes

Wanqi Xue, Wei Wang

Comments Published as a conference paper in AAAI 2020

Sentiment Paradoxes in Social Networks: Why Your Friends Are More Positive Than You?

Xinyi Zhou, Shengmin Jin, Reza Zafarani

Comments The 14th International AAAI Conference on Web and Social Media (ICWSM 2020)

Few Shot Network Compression via Cross Distillation

Haoli Bai, Jiaxiang Wu, Irwin King, Michael Lyu

Comments AAAI 2020

Journal ref The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020

On Network Science and Mutual Information for Explaining Deep Neural Networks

Brian Davis, Umang Bhatt, Kartikeya Bhardwaj, Radu Marculescu, José M. F. Moura

Comments ICASSP 2020 (shorter version appeared at AAAI-19 Workshop on Network Interpretability for Deep Learning)

Expected Policy Gradients for Reinforcement Learning

Kamil Ciosek, Shimon Whiteson

Comments 36 pages, submitted for review to JMLR. This is an extended version of our paper in the AAAI-18 conference (arXiv:1706.05374)

Journal ref Journal of Machine Learning Research, Vol. 21, (52):1-51, 2020

STA: Spatial-Temporal Attention for Large-Scale Video-based Person Re-Identification

Yang Fu, Xiaoyang Wang, Yunchao Wei, Thomas Huang

Comments Accepted as a conference paper at AAAI 2019

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, vol. 33, pp. 8287-8294. 2019

HAPRec: Hybrid Activity and Plan Recognizer

Roger Granada, Ramon Fraga Pereira, Juarez Monteiro, Leonardo Amado, Rodrigo C. Barros, Duncan Ruiz, Felipe Meneguzzi

Comments Demo paper of the AAAI 2020 Workshop on Plan, Activity, and Intent Recognition

Weakly Supervised POS Taggers Perform Poorly on Truly Low-Resource Languages

Katharina Kann, Ophélie Lacroix, Anders Søgaard

Comments AAAI 2020

Learning to Learn Morphological Inflection for Resource-Poor Languages

Katharina Kann, Samuel R. Bowman, Kyunghyun Cho

Comments AAAI 2020

Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification

Mozhi Zhang, Yoshinari Fujinuma, Jordan Boyd-Graber

Comments AAAI 2020

Detecting and Tracking Communal Bird Roosts in Weather Radar Data

Zezhou Cheng, Saadia Gabriel, Pankaj Bhambhani, Daniel Sheldon, Subhransu Maji, Andrew Laughlin, David Winkler

Comments 9 pages, 6 figures, AAAI 2020 (AI for Social Impact Track)

Predicting Plans and Actions in Two-Player Repeated Games

Najma Mathema, Michael A. Goodrich, Jacob W. Crandall

Comments Accepted in The AAAI 2020 Workshop on Plan, Activity, and Intent Recognition

Machine Number Sense: A Dataset of Visual Arithmetic Problems for Abstract and Relational Reasoning

Wenhe Zhang, Chi Zhang, Yixin Zhu, Song-Chun Zhu

Comments AAAI 2020 Oral. Project page: https://sites.google.com/view/number-sense/home Code: https://github.com/zwh1999anne/Machine-Number-Sense-Dataset Dataset: https://drive.google.com/file/d/17KuL8KOIDAeRL-lD418oiDEm8bE6TEFb/view