📰 Proceedings of the AAAI Conference on Artificial Intelligence 2017 — accepted papers

Proceedings of the AAAI Conference on Artificial Intelligence 2017 is the 2017 edition of the Proceedings of the AAAI Conference on Artificial Intelligence (publisher: Association for the Advancement of Artificial Intelligence). OpenAlex lists 782 papers of it; our library holds 6 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. Inception-v4, Inception-ResNet and the Impact of Residual Connections on LearningChristian Szegedy, Sergey Ioffe, Vincent Vanhoucke et al.4,246 citations
2. SeqGAN: Sequence Generative Adversarial Nets with Policy GradientLantao Yu, Weinan Zhang, Yi-Xiang Wang et al.2,285 citations
3. Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows PredictionJunbo Zhang, Yu Zheng, Dekang Qi2,282 citations
4. ConceptNet 5.5: An Open Multilingual Graph of General KnowledgeRobyn Speer, Joshua Chin, Catherine Havasi2,134 citations
5. SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of DocumentsRamesh M. Nallapati, Feifei Zhai, Bowen Zhou1,233 citations · our summary
6. An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton DataSijie Song, Cuiling Lan, Junliang Xing et al.977 citations
7. TextBoxes: A Fast Text Detector with a Single Deep Neural NetworkMinghui Liao, Baoguang Shi, Xiang Bai et al.955 citations
8. Robust Loss Functions under Label Noise for Deep Neural NetworksAritra Ghosh, Himanshu Kumar, P. SESHADRI SASTRY943 citations
9. Community Preserving Network EmbeddingXiao Wang, Peng Cui, Jing Wang et al.883 citations
10. Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing DataJiaxuan You, Xiaocheng Li, Melvin Low et al.558 citations

All accepted papers (782)

The most cited first; 6 with our summary link to their page here, the others to the original.

1. Inception-v4, Inception-ResNet and the Impact of Residual Connections on LearningChristian Szegedy, Sergey Ioffe, Vincent Vanhoucke et al.4,246 citations
2. SeqGAN: Sequence Generative Adversarial Nets with Policy GradientLantao Yu, Weinan Zhang, Yi-Xiang Wang et al.2,285 citations
3. Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows PredictionJunbo Zhang, Yu Zheng, Dekang Qi2,282 citations
4. ConceptNet 5.5: An Open Multilingual Graph of General KnowledgeRobyn Speer, Joshua Chin, Catherine Havasi2,134 citations
5. SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of DocumentsRamesh M. Nallapati, Feifei Zhai, Bowen Zhou1,233 citations · our summary
6. An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton DataSijie Song, Cuiling Lan, Junliang Xing et al.977 citations
7. TextBoxes: A Fast Text Detector with a Single Deep Neural NetworkMinghui Liao, Baoguang Shi, Xiang Bai et al.955 citations
8. Robust Loss Functions under Label Noise for Deep Neural NetworksAritra Ghosh, Himanshu Kumar, P. SESHADRI SASTRY943 citations
9. Community Preserving Network EmbeddingXiao Wang, Peng Cui, Jing Wang et al.883 citations
10. Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing DataJiaxuan You, Xiaocheng Li, Melvin Low et al.558 citations
11. Multi-View Clustering and Semi-Supervised Classification with Adaptive NeighboursFeiping Nie, Guohao Cai, Xuelong Li557 citations
12. Multi-View Clustering via Deep Matrix FactorizationHandong Zhao, Zhengming Ding, Yun Fu499 citations
13. Long-Term Trends in the Public Perception of Artificial IntelligenceEthan Fast, Eric Horvitz452 citations
14. Playing FPS Games with Deep Reinforcement LearningGuillaume Lample, Devendra Singh Chaplot452 citations
15. Topic Aware Neural Response GenerationXing Chen, Wei Wu, Yu Wu et al.438 citations
16. Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion TermsWenya Wang, Sinno Jialin Pan, Daniel Dahlmeier et al.425 citations
17. DeepFix: Fixing Common C Language Errors by Deep LearningRahul Gupta, Soham Pal, Aditya Kanade et al.418 citations
18. A Riemannian Network for SPD Matrix LearningZhiwu Huang, Luc Van Gool410 citations
19. Visual Object Tracking for Unmanned Aerial Vehicles: A Benchmark and New Motion ModelsSiyi Li, Dit‐Yan Yeung394 citations
20. Distant Supervision for Relation Extraction with Sentence-Level Attention and Entity DescriptionsGuoliang Ji, Kang Liu, Shizhu He et al.357 citations
21. Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR ImagesLequan Yu, Xin Yang, Hao Chen et al.341 citations
22. Pairwise Relationship Guided Deep Hashing for Cross-Modal RetrievalErkun Yang, Cheng Dan Deng, Wei Liu et al.331 citations
23. VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning ProblemRonald Clark, Sen Wang, Hongkai Wen et al.327 citations
24. A Deep Hierarchical Approach to Lifelong Learning in MinecraftChen Tessler, Shahar Givony, Tom Zahavy et al.299 citations
25. Unsupervised Deep Learning for Optical Flow EstimationZhe Ren, Junchi Yan, Bingbing Ni et al.290 citations

See all 782 papers in Proceedings of the AAAI Conference on Artificial Intelligence 2017 — accepted papers →

📄 Papers with our summary in our library (6)

The most cited first (OpenAlex citations plus our library's).

1. Style Transfer in Text: Exploration and EvaluationProceedings of the AAAI Conference on Artificial IntelligenceZhenxin Fu, Xiaoye Tan, Nanyun Peng, et al.2017 · 702 citations
2. Empower Sequence Labeling with Task-Aware Neural Language ModelProceedings of the AAAI Conference on Artificial IntelligenceLiyuan Liu, Jingbo Shang, Frank F. Xu, et al.2017 · 424 citations
3. Deep Semantic Role Labeling with Self-AttentionProceedings of the AAAI Conference on Artificial IntelligenceZhixing Tan, Mingxuan Wang, Jun Xie, et al.2017 · 387 citations
4. Unit Dependency Graph and its Application to Arithmetic Word Problem SolvingSubhro Roy, Dan Roth2017 · 130 citations
5. Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with ConfidenceProceedings of the AAAI Conference on Artificial IntelligenceRuobing Xie, Zhiyuan Liu, Fen Lin, et al.2017 · 93 citations
6. Dialogue Act Sequence Labeling using Hierarchical encoder with CRFProceedings of the AAAI Conference on Artificial IntelligenceHarshit Kumar, Arvind Agarwal, Riddhiman Dasgupta, et al.2017 · 75 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

💬Speech act theory (1)🎭Semantic role labeling (1)🔤Part-of-speech tagging (1)🧠Language models & pretraining (1)🗨️Dialogue systems (1)🧮Reasoning (1)🕸️Knowledge graphs & ontologies (1)

📚 Fields

🎭Arts and Humanities (6)🖥️Computer Science (6)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓University of Southern CaliforniaLos Angeles · United States2 works here🎓University of Illinois Urbana-ChampaignUrbana · United States2 works here🏢TencentShenzhen · China2 works here🏢IBMArmonk · United States1 work here🎓Shanghai Jiao Tong UniversityShanghai · China1 work here🎓Xiamen UniversityXiamen · China1 work here🎓Peking UniversityBeijing · China1 work here🏢Meta (United Kingdom)London · United Kingdom1 work here🏢MetaMenlo Park · United States1 work here🎓Tsinghua UniversityBeijing · China1 work here

works and citations from OpenAlex and our library.

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