AAAI

Fact-Enhanced Synthetic News Generation

Kai Shu, Yichuan Li, Kaize Ding, Huan Liu

Comments AAAI 2021 Preprint Version

CrossNER: Evaluating Cross-Domain Named Entity Recognition

Zihan Liu, Yan Xu, Tiezheng Yu, Wenliang Dai, Ziwei Ji, Samuel Cahyawijaya, Andrea Madotto, Pascale Fung

Comments Accepted in AAAI-2021

Interpreting Deep Neural Networks with Relative Sectional Propagation by Analyzing Comparative Gradients and Hostile Activations

Woo-Jeoung Nam, Jaesik Choi, Seong-Whan Lee

Comments 9 pages, 8 figures, Accepted paper in AAAI Conference on Artificial Intelligence (AAAI), 2021

Fixed Priority Global Scheduling from a Deep Learning Perspective

Hyunsung Lee, Michael Wang, Honguk Woo

Comments 4 pages, 2 figures, accepted at 2021 AAAI Workshop on Learning and Reasoning with Complex Graphs as an extended abstract

Context-Guided BERT for Targeted Aspect-Based Sentiment Analysis

Zhengxuan Wu, Desmond C. Ong

Journal ref AAAI 2021

DeepFakesON-Phys: DeepFakes Detection based on Heart Rate Estimation

Javier Hernandez-Ortega, Ruben Tolosana, Julian Fierrez, Aythami Morales

Journal ref Proc. 35th AAAI Conference on Artificial Intelligence Workshops, 2021

The Struggles of Feature-Based Explanations: Shapley Values vs. Minimal Sufficient Subsets

Oana-Maria Camburu, Eleonora Giunchiglia, Jakob Foerster, Thomas Lukasiewicz, Phil Blunsom

Journal ref Explainable Agency in Artificial Intelligence Workshop at AAAI 2021

TreeCaps: Tree-Based Capsule Networks for Source Code Processing

Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang

Comments Accepted at AAAI 2021

Self-supervised pre-training and contrastive representation learning for multiple-choice video QA

Seonhoon Kim, Seohyeong Jeong, Eunbyul Kim, Inho Kang, Nojun Kwak

Comments Accepted at AAAI 2021

Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn Dialogue

Longxiang Liu, Zhuosheng Zhang, Hai Zhao, Xi Zhou, Xiang Zhou

Comments accepted by AAAI 2021

Dialog Policy Learning for Joint Clarification and Active Learning Queries

Aishwarya Padmakumar, Raymond J. Mooney

Comments AAAI 2020 Camera Ready

Journal ref Proceedings of 2021 AAAI Conference on Artificial Intelligence (AAAI-2021)

Copy that! Editing Sequences by Copying Spans

Sheena Panthaplackel, Miltiadis Allamanis, Marc Brockschmidt

Comments Published in AAAI 2021

Time-Independent Planning for Multiple Moving Agents

Keisuke Okumura, Yasumasa Tamura, Xavier Défago

Comments 10 pages, 5 figures, to be presented at AAAI-21, Feb 2021, Virtual Conference

Exploring Explainable Selection to Control Abstractive Summarization

Wang Haonan, Gao Yang, Bai Yu, Mirella Lapata, Huang Heyan

Comments Accepted by AAAI'2021. Include all Appendices

Anytime Inference with Distilled Hierarchical Neural Ensembles

Adria Ruiz, Jakob Verbeek

Journal ref AAAI Conference on Artificial Intelligence 2021 (AAAI2021)

Guiding Graph Embeddings using Path-Ranking Methods for Error Detection innoisy Knowledge Graphs

K. Bougiatiotis, R. Fasoulis, F. Aisopos, A. Nentidis, G. Paliouras

Comments 9 pages, 2 figures. To appear in GCLR 2021: AAAI 2021 Workshop on Graphs and more Complex structures for Learning and Reasonin

Sublinear classical and quantum algorithms for general matrix games

Tongyang Li, Chunhao Wang, Shouvanik Chakrabarti, Xiaodi Wu

Comments 16 pages, 2 figures. To appear in the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021)

Context Matters: Graph-based Self-supervised Representation Learning for Medical Images

Li Sun, Ke Yu, Kayhan Batmanghelich

Comments Accepted to AAAI 2021

Selfish Creation of Social Networks

Davide Bilò, Tobias Friedrich, Pascal Lenzner, Stefanie Lowski, Anna Melnichenko

Comments Appears in the 35th AAAI Conference on Artificial Intelligence (AAAI), 2021

EQG-RACE: Examination-Type Question Generation

Xin Jia, Wenjie Zhou, Xu Sun, Yunfang Wu

Comments Accepted by AAAI-2021

Robustness and Transferability of Universal Attacks on Compressed Models

Alberto G. Matachana, Kenneth T. Co, Luis Muñoz-González, David Martinez, Emil C. Lupu

Comments Accepted to AAAI 2021 Workshop: Towards Robust, Secure and Efficient Machine Learning

Overcoming Catastrophic Forgetting in Graph Neural Networks

Huihui Liu, Yiding Yang, Xinchao Wang

Comments Accepted by AAAI 2021

Multilingual Transfer Learning for QA Using Translation as Data Augmentation

Mihaela Bornea, Lin Pan, Sara Rosenthal, Radu Florian, Avirup Sil

Journal ref AAAI 2021

Progressive Network Grafting for Few-Shot Knowledge Distillation

Chengchao Shen, Xinchao Wang, Youtan Yin, Jie Song, Sihui Luo, Mingli Song

Comments Accepted to AAAI 2021

Attr2Style: A Transfer Learning Approach for Inferring Fashion Styles via Apparel Attributes

Rajdeep Hazra Banerjee, Abhinav Ravi, Ujjal Kr Dutta

Comments In Annual Conference on Innovative Applications of Artificial Intelligence (IAAI), colocated with AAAI Conference on Artificial Intelligence (AAAI) 2021

Retrospective Reader for Machine Reading Comprehension

Zhuosheng Zhang, Junjie Yang, Hai Zhao

Comments Accepted by AAAI 2021

Discriminative Sentence Modeling for Story Ending Prediction

Yiming Cui, Wanxiang Che, Wei-Nan Zhang, Ting Liu, Shijin Wang, Guoping Hu

Comments 8 pages, accepted as a conference paper at AAAI 2020

Visualizing Deep Networks by Optimizing with Integrated Gradients

Zhongang Qi, Saeed Khorram, Li Fuxin

Journal ref AAAI 2020

Granger-causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks

Patrick Schwab, Djordje Miladinovic, Walter Karlen

Comments AAAI Conference on Artificial Intelligence 2019

Interpreting Neural Networks as Gradual Argumentation Frameworks (Including Proof Appendix)

Nico Potyka

Comments Accepted at AAAI 2021