Microsoft at AAAI 2020
Location: New York, NY
Saturday, February 8
8:30 AM–12:30 PM
SA3: Recent Advances in Fair Resource Allocation
Rupert Freeman (opens in new tab), Nisarg Shah
8:30 AM–10:15 AM
SA5Q: Guidelines for Human-AI Interaction
Besmira Nushi (opens in new tab), Dan Weld, Saleema Amershi (opens in new tab), Adam Fourney (opens in new tab)
Sunday, February 9
9:30 AM–10:45 AM
Tech Session 1: NLP: Entity Recognition and Linking | Trianon
Poster 5015: Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources
Qianhui Wu, Zijia Lin (opens in new tab), Guoxin Wang (opens in new tab), Hui Chen, Borje Karlsson (opens in new tab), Biqing Huang, Chin-Yew Lin (opens in new tab)
Tech Session 3: NLP: Machine Translation | Sutton North
Poster 3736: Fact-Aware Sentence Split and Rephrase with Permutation Invariant Training
Yinuo Guo, Tao Ge (opens in new tab), Furu Wei (opens in new tab)
Tech Session 3: NLP: Machine Translation | Sutton North
Poster 9360: Sequence Generation with Optimal-Transport-Enhanced Reinforcement Learning
Liqun Chen, Ke Bai, Chenyang Tao, Yizhe Zhang (opens in new tab), Guoyin Wang, Wenlin Wang, Ricardo Henao, Lawrence Carin Duke
9:30 AM–10:45 AM
Tech Session 4: Vision: 3D | Gramercy
Poster 4022: DGCN: Dynamic Graph Convolutional Network for Efficient Multi-Person Pose Estimation
Zhongwei Qiu, Kai Qiu (opens in new tab), Jianlong Fu (opens in new tab), Dongmei Fu
Tech Session 5: ML: Online Learning | Murray Hill
Poster 1687: Stochastic Online Learning with Probabilistic Graph Feedback
Shuai Li, Wei Chen (opens in new tab), Zheng Wen, Kwong-Sak Leong
11:15 AM–12:30 PM
Tech Session 4: Vision: Synthesis and Generation | Gramercy
Poster 525: Leveraging Multi-view Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation
Renjiao Yi, Ping Tan, Stephen Lin
Tech Session 5: ML: Neural Nets Theory, Models and Algorithms | Murray Hill
Poster 3914: Model Watermarking for Image Processing Networks
Jie Zhang, Dongdong Chen (opens in new tab), Jing Liao, Han Fang, Weiming Zhang, Wenbo Zhou, Hao Cui, Nenghai Yu
2:00 PM–3:15 PM
Tech Session 1: NLP: Relational Learning | Trianon
Oral 1322: Improving Entity Linking by Modeling Latent Entity Type Information
Shuang Chen, Jinpeng Wang (opens in new tab), Feng Jiang, Chin-Yew Lin (opens in new tab)
Tech Session 3: NLP: Speech, Syntax and Semantics | Sutton North
Poster 3057: PHASEN: A Phase-and-Harmonics-Aware Speech Enhancement Network
Dacheng Yin, Chong Luo (opens in new tab), Zhiwei Xiong, Wenjun Zeng (opens in new tab)
Tech Session 3: NLP: Speech, Syntax and Semantics | Sutton North
Poster 5343: RobuTrans: A Robust Transformer based Text-to-Speech Model
Naihan Li, Yanqing Liu (opens in new tab), Yu Wu (opens in new tab), Shujie Liu (opens in new tab), Sheng Zhao (opens in new tab), Ming Liu
Tech Session 4: Vision: Object Detection | Gramercy
Poster 561: Uncertainty-aware Multi-shot Knowledge Distillation for Image-based Object Re-identification
Xin Jin, Cuiling Lan (opens in new tab), Wenjun Zeng (opens in new tab), Zhibo Chen
Tech Session 4: Vision: Object Detection | Gramercy
Poster 5994: Shallow Feature based Dense Attention Network for Crowd Counting
Yunqi Miao, Zijia Lin (opens in new tab), Guiguang Ding, Jungong Han
Tech Session 6: Vision: Vision + Language | Nassau
Poster 362: Unified Vision-Language Pre-Training for Image Captioning and VQA
Luowei Zhou, Hamid Palangi (opens in new tab), Lei Zhang (opens in new tab), Houdong Hu (opens in new tab), Jason Corso, Jianfeng Gao (opens in new tab)
3:45 PM–5:15 PM
Tech Session 3: NLP: Machine Comprehension and Q&A | Sutton North
Oral 3330: Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering Shangwen Lv, Daya Guo, Jingjing Xu, Duyu Tang (opens in new tab), Nan Duan (opens in new tab), Ming Gong (opens in new tab), Linjun Shou (opens in new tab), Daxin Jiang (opens in new tab), Guihong Cao (opens in new tab), Songlin Hu
Tech Session 3: NLP: Machine Comprehension and Q&A | Sutton North
Oral 8941: PIQA: Reasoning about Physical Commonsense in Natural Language
Yonatan Bisk, Rowan Zellers, Ronan Le Bras, Jianfeng Gao (opens in new tab), Yejin Choi
Tech Session 3: NLP: Machine Comprehension and Q&A | Sutton North
Poster 3657: Segment-then-Rank: Non-factoid Question Answering on Instructional Videos
Kyungjae Lee, Nan Duan (opens in new tab), Lei Ji (opens in new tab), Jason Li, Seungwon Hwang
Tech Session 3: NLP: Machine Comprehension and Q&A | Sutton North
Poster: 6672: Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning
Yibo Sun, Duyu Tang (opens in new tab), Nan Duan (opens in new tab), Yeyun Gong, Xiaocheng Feng, Bing Qin, Daxin Jiang (opens in new tab)
Tech Session 2: Application: Financial/Econ, Medical Imaging and Health | Beekman
Poster 3537: Graph-Driven Generative Models for Heterogeneous Multi-Task Learning
Wenlin Wang, Hongteng Xu, Zhe Gan (opens in new tab), Bai Li, Guoyin Wang, Liqun Chen, Qian Yang, Wenqi Wang, Lawrence Carin Duke
7:30 PM–9:30 PM | Poster Session
APP3537: Graph-Driven Generative Models for Heterogeneous Multi-Task Learning
Wenlin Wang, Hongteng Xu, Zhe Gan (opens in new tab), Bai Li, Guoyin Wang, Liqun Chen, Qian Yang, Wenqi Wang, Lawrence Carin Duke
ML1687: Stochastic Online Learning with Probabilistic Graph Feedback
Shuai Li, Wei Chen (opens in new tab), Zheng Wen, Kwong-Sak Leong
ML3914: Model Watermarking for Image Processing Networks
Jie Zhang, Dongdong Chen (opens in new tab), Jing Liao, Han Fang, Weiming Zhang, Wenbo Zhou, Hao Cui, Nenghai Yu
NLP3057: PHASEN: A Phase-and-Harmonics-Aware Speech Enhancement Network
Dacheng Yin, Chong Luo (opens in new tab), Zhiwei Xiong, Wenjun Zeng (opens in new tab)
NLP3657: Segment-then-Rank: Non-factoid Question Answering on Instructional Videos
Kyungjae Lee, Nan Duan (opens in new tab), Lei Ji (opens in new tab), Jason Li, Seungwon Hwang
NLP3736: Fact-Aware Sentence Split and Rephrase with Permutation Invariant Training
Yinuo Guo, Tao Ge (opens in new tab), Furu Wei (opens in new tab)
NLP5015: Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources
Qianhui Wu, Zijia Lin (opens in new tab), Guoxin Wang (opens in new tab), Hui Chen, Borje Karlsson (opens in new tab), Biqing Huang, Chin-Yew Lin (opens in new tab)
NLP5343: RobuTrans: A Robust Transformer based Text-to-Speech Model
Naihan Li, Yanqing Liu (opens in new tab), Yu Wu (opens in new tab), Shujie Liu (opens in new tab), Sheng Zhao (opens in new tab), Ming Liu
NLP6672: Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning
Yibo Sun, Duyu Tang (opens in new tab), Nan Duan (opens in new tab), Yeyun Gong, Xiaocheng Feng, Bing Qin, Daxin Jiang (opens in new tab)
NLP8941: PIQA: Reasoning about Physical Commonsense in Natural Language
Yonatan Bisk, Rowan Zellers, Ronan Le Bras, Jianfeng Gao (opens in new tab), Yejin Choi
NLP9360: Sequence Generation with Optimal-Transport-Enhanced Reinforcement Learning
Liqun Chen, Ke Bai, Chenyang Tao, Yizhe Zhang (opens in new tab), Guoyin Wang, Wenlin Wang, Ricardo Henao, Lawrence Carin Duke
VIS362: Unified Vision-Language Pre-Training for Image Captioning and VQA
Luowei Zhou, Hamid Palangi (opens in new tab), Lei Zhang (opens in new tab), Houdong Hu (opens in new tab), Jason Corso, Jianfeng Gao (opens in new tab)
VIS525: Leveraging Multi-view Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation
Renjiao Yi, Ping Tan, Stephen Lin
VIS561: Uncertainty-aware Multi-shot Knowledge Distillation for Image-based Object Re-identification
Xin Jin, Cuiling Lan (opens in new tab), Wenjun Zeng (opens in new tab), Zhibo Chen,
VIS4022: DGCN: Dynamic Graph Convolutional Network for Efficient Multi-Person Pose Estimation
Zhongwei Qiu, Kai Qiu (opens in new tab), Jianlong Fu (opens in new tab), Dongmei Fu
VIS5994: Shallow Feature based Dense Attention Network for Crowd Counting
YUNQI MIAO, Zijia Lin (opens in new tab), Guiguang Ding, Jungong Han
Monday, February 10
9:30 AM–10:45 AM
Tech Session 3: NLP: Generation | Sutton North
Oral 6824: A Dataset for Low-Resource Stylized Sequence-to-Sequence Generation
Yu Wu (opens in new tab), Yunli Wang, Shujie Liu (opens in new tab)
Tech Session 3: NLP: Generation | Sutton North
Poster 6828: Complementary Auxiliary Classifiers for Label-Conditional Text Generation
Yuan Li, Chunyuan Li (opens in new tab), Yizhe Zhang (opens in new tab), Xiujun Li (opens in new tab), Guoqing Zheng (opens in new tab), Lawrence Carin Duke, Jianfeng Gao (opens in new tab)
Tech Session 3: NLP: Generation | Sutton North
Poster 7682: Cross-Lingual Natural Language Generation via Pre-Training
Zewen Chi, Li Dong (opens in new tab), Furu Wei (opens in new tab), Wenhui Wang (opens in new tab), Xian-Ling Mao, Heyan Huang
Tech Session 6: ML: Optimization, Neural Architecture Search, and Others | Concourse A
Poster 2073: Light Multi-segment Activation for Model Compression
Zhenhui Xu, Guolin Ke (opens in new tab), Jia Zhang (opens in new tab), Jiang Bian (opens in new tab), Tieyan Liu
Tech Session 8: Humans and AI | Clinton
Oral 9127: Human-Machine Collaboration for Fast Land Cover Mapping
Caleb Robinson, Anthony Ortiz, Nikolay Malkin, Blake Elias, Andi Peng (opens in new tab), Dan Morris (opens in new tab), Bistra Dilkina, Nebojsa Jojic (opens in new tab)
Tech Session 9: Games: Description Languages and NLP | Madison
Oral 9405: Interactive Fiction Games: A Colossal Adventure
Matthew Hausknecht (opens in new tab), Prithviraj Ammanabrolu, Marc-Alexandre Côté (opens in new tab), Xingdi Yuan (opens in new tab)
11:15 AM–12:30 PM
Session 3: NLP: Machine Translation | Sutton North
Poster 4794: Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation
Chengyi Wang, Yu Wu (opens in new tab), Shujie Liu (opens in new tab), Zhenglu Yang, Ming Zhou (opens in new tab)
Tech Session 5: ML: Neural Nets Theory, Models and Algorithms | Murray Hill
Oral 9804: Differential Equation Units: Learning Functional Forms of Activation Functions from Data
Mohamadali Torkamani, Shiv Shankar, Pedram Rooshenas, Philip Wallis
2:00 PM–3:15 PM
Tech Session 4: ML: RL and Multiagent RL | Regent
Poster 2312: Learning Agent Communication under Limited Bandwidth by Message Pruning
Hangyu Mao, Zhengchao Zhang, Zhen Xiao, Zhibo Gong, Yan Ni (opens in new tab)
Tech Session 3: NLP: Machine Translation/Vison: Language + Vision | Sutton North
Poster 4133: Unicoder-VL: A Universal Encoder for Vision and Language by Cross-Modal Pre-Training
Gen Li, Nan Duan (opens in new tab), Yuejian Fang, Ming Gong (opens in new tab), Daxin Jiang (opens in new tab)
3:45 PM–5:15 PM
Tech Session 3: NLP: Information Extraction, Retrieval and Text Mining | Sutton North
Oral 6492: Simultaneously Linking Entities and Extracting Relations from Biomedical Text without Mention-Level Supervision
Trapit Bansal, Pat Verga, Neha Choudhary, Andrew McCallum
Tech Session 3: NLP: Information Extraction, Retrieval and Text Mining | Sutton North
Poster 7067: Table2Analysis: Modeling and Recommendation of Common Analysis Patterns for Multi-Dimensional Data
Mengyu Zhou (opens in new tab), Tao Wang, Pengxin Ji, Shi Han (opens in new tab), Dongmei Zhang (opens in new tab)
Tech Session 9: Social Networks, Influence, and Homophily | Clinton
Oral 5649: Adaptive Greedy Versus Non-adaptive Greedy for Influence Maximization
Wei Chen (opens in new tab), Binghui Peng, Grant Schoenebeck, Biaoshuai Tao
Tech Session 9: Social Networks, Influence, and Homophily | Clinton
Poster 4623: Gradient Method for Continuous Influence Maximization with Budget-Saving Considerations
Wei Chen (opens in new tab), Weizhong Zhang, Haoyu Zhao
Tech Session 10: Reasoning under Uncertainty | Madison
Poster 3579: Reliable and Efficient Anytime Skeleton Learning
Rui Ding, Yanzhi Liu, Jingjing Tian, Zhouyu Fu, Shi Han (opens in new tab), Dongmei Zhang (opens in new tab)
7:20 PM–9:20 PM | Poster Session
AIW4623: Gradient Method for Continuous Influence Maximization with Budget-Saving Considerations
Wei Chen (opens in new tab), Weizhong Zhang, Haoyu Zhao
AIW7067: Table2Analysis: Modeling and Recommendation of Common Analysis Patterns for Multi-Dimensional Data
Mengyu Zhou (opens in new tab), Tao Wang, Pengxin Ji, Shi Han (opens in new tab), Dongmei Zhang (opens in new tab)
APP5649: Adaptive Greedy Versus Non-adaptive Greedy for Influence Maximization
Wei Chen (opens in new tab), Binghui Peng, Grant Schoenebeck, Biaoshuai Tao
HAC9127: Human-Machine Collaboration for Fast Land Cover Mapping
Caleb Robinson, Anthony Ortiz, Nikolay Malkin, Blake Elias, Andi Peng (opens in new tab), Dan Morris (opens in new tab), Bistra Dilkina, Nebojsa Jojic (opens in new tab)
ML2073: Light Multi-segment Activation for Model Compression
Zhenhui Xu, Guolin Ke (opens in new tab), Jia Zhang (opens in new tab), Jiang Bian (opens in new tab), Tieyan Liu
ML2312: Learning Agent Communication under Limited Bandwidth by Message Pruning
Hangyu Mao, Zhengchao Zhang, Zhen Xiao, Zhibo Gong, Yan Ni (opens in new tab)
ML9405: Interactive Fiction Games: A Colossal Adventure
Matthew Hausknecht (opens in new tab), Prithviraj Ammanabrolu, Marc-Alexandre Côté (opens in new tab), Xingdi Yuan (opens in new tab)
ML9804: Differential Equation Units: Learning Functional Forms of Activation Functions from Data
Mohamadali Torkamani, Shiv Shankar, Pedram Rooshenas, Philip Wallis
NLP4794: Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation
Chengyi Wang, Yu Wu (opens in new tab), Shujie Liu (opens in new tab), Zhenglu Yang, Ming Zhou (opens in new tab)
NLP6828: Complementary Auxiliary Classifiers for Label-Conditional Text Generation
Yuan Li, Chunyuan Li (opens in new tab), Yizhe Zhang (opens in new tab), Xiujun Li (opens in new tab), Guoqing Zheng (opens in new tab), Lawrence Carin Duke, Jianfeng Gao (opens in new tab)
NLP7682: Cross-Lingual Natural Language Generation via Pre-Training
Zewen Chi, Li Dong (opens in new tab), Furu Wei (opens in new tab), Wenhui Wang (opens in new tab), Xian-Ling Mao, Heyan Huang
RU3579: Reliable and Efficient Anytime Skeleton Learning
Rui Ding, Yanzhi Liu, Jingjing Tian, Zhouyu Fu, Shi Han (opens in new tab), Dongmei Zhang (opens in new tab)
VIS4133: Unicoder-VL: A Universal Encoder for Vision and Language by Cross-Modal Pre-Training
Gen Li, Nan Duan (opens in new tab), Yuejian Fang, Ming Gong (opens in new tab), Daxin Jiang (opens in new tab)
Tuesday, February 11
9:30 AM–10:45 AM
Tech Session 4: ML: RL and Multiagent RL | Regent
Poster 6906: Metareasoning in Modular Software Systems: On-the-Fly Configuration Using Reinforcement Learning with Rich Contextual Representations
Aditya Modi, Debadeepta Dey (opens in new tab), Alekh Agarwal (opens in new tab), Adith Swaminathan (opens in new tab), Besmira Nushi (opens in new tab), Sean Andrist (opens in new tab), Eric Horvitz (opens in new tab)
Tech Session 4: ML: RL and Multiagent RL | Regent
Poster 9280: Actor Critic Deep Reinforcement Learning for Neural Malware Control
Yu Wang, Jack Stokes, Mady Marinescu
Tech Session 5: Vision: Image Retrieval, Ranking, Recognition | Gramercy
Poster 7144: Functionality Discovery and Prediction of Physical Objects
Lei Ji (opens in new tab), Botian Shi, Xianglin Guo, Xilin Chen
11:15 AM–12:30 PM
Tech Session 3: NLP: Representation Learning | Sutton South
Oral 3656: P-SIF: Document Embeddings Using Partition Averaging
Vivek Gupta, Ankit Saw, Pegah Nokhiz, Praneeth Netrapalli (opens in new tab), Piyush Rai, Partha Talukdar
Tech Session 3: NLP: Representation Learning | Sutton South
Oral 5766: TextNAS: A Neural Architecture Search Space Tailored for Text Representation
Yujing Wang, Yaming Yang, Yiren Chen, Jing Bai (opens in new tab), Ce Zhang, Guinan Su, Xiaoyu Kou, Yunhai Tong, Mao Yang (opens in new tab), Lidong Zhou (opens in new tab)
Tech Session 3: NLP: Representation Learning | Sutton South
Poster 7202: Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding
Oren Barkan, Noam Razin (opens in new tab), Itzik Malkiel (opens in new tab), Ori Katz, Avi Caciularu (opens in new tab), Noam Koenigstein (opens in new tab)
Tech Session 4: ML: Neural Nets Theory, Models and Algorithms | Regent
Poster 1536: Posterior-Guided Neural Architecture Search
Yizhou Zhou, Xiaoyan Sun (opens in new tab), Chong Luo (opens in new tab), Zheng-Jun Zha, Wenjun Zeng (opens in new tab)
Tech Session 12: Mechanism Design and Fair Allocation | Morgan
Oral 4617: Online Second Price Auction with Semi-bandit Feedback Under the Non-Stationary Setting
Haoyu Zhao, Wei Chen
2:00 PM–3:30 PM
Tech Session 2: NLP: Representation Learning, Summarization | Sutton North
Poster 9252: Latent Relation Language Models
Hiroaki Hayashi, Zecong Hu, Chenyan Xiong (opens in new tab), Graham Neubig
Tech Session 3: NLP: Semantics and Summarization | Sutton South
Oral 3184: Graph-based Transformer with Cross-Candidate Verification for Semantic Parsing
Bo Shao, Yeyun Gong, Weizhen Qi, Guihong Cao (opens in new tab), Jianshu Ji (opens in new tab), Xiaola Lin
Tech Session 5: Vision: Human: Pose and Motion Analysis, Detection, Modeling | Gramercy
Poster 2669: Semantics-Aligned Representation Learning for Person Re-identification
Xin Jin, Cuiling Lan (opens in new tab), Wenjun Zeng (opens in new tab), Guoqiang Wei, Zhibo Chen
Tech Session 5: Vision: Human: Pose and Motion Analysis, Detection, Modeling | Gramercy
Poster 8881: Crowd Counting with Decomposed Uncertainty
Min-hwan Oh, Peder Olsen (opens in new tab), Karthikeyan Natesan Ramamurthy
Tech Session 7: Vision: Vision + Language | Nassau
Poster 1374: Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language
Songyang Zhang, Houwen Peng (opens in new tab), Jianlong Fu (opens in new tab), Jiebo Luo
Tech Session 7: Vision: Vision + Language | Nassau
Poster 2236: DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue
Xiaoze Jiang, Jing Yu, Yingying Zhuang, Zengchang Qin, Yue Hu, Qi Wu, Xingxing Zhang (opens in new tab)
Tech Session 7: Vision: Vision + Language | Nassau
Poster 3499: What Makes A Good Story? Designing Composite Rewards for Visual Storytelling
Junjie Hu, Yu Cheng (opens in new tab), Zhe Gan (opens in new tab), Jingjing Liu (opens in new tab), Jianfeng Gao (opens in new tab), Graham Neubig,
Tech Session 13: Mechanism Design | Bryant
Oral 1796: Preventing Arbitrage from Collusion When Eliciting Probabilities
Rupert Freeman (opens in new tab), David Pennock, Dominik Peters, Bo Waggoner
Wednesday, February 12
11:30 AM–12:30 PM
Tech Session 1: NLP: Language Models | Trianon
Oral 4504: Alternating Language Modeling for Cross-Lingual Pre-Training
Jian Yang, Shuming Ma (opens in new tab), Dongdong Zhang (opens in new tab), ShuangZhi Wu, Zhoujun Li, Ming Zhou (opens in new tab)
Tech Session 4: NLP: Semantics and Summarization | Sutton South
Oral 7131: Multi-level Head-wise Match and Aggregation in Transformer for Textual Sequence Matching
Shuohang Wang (opens in new tab), Yunshi Lan, Yi Tay, Jing Jiang, Jingjing Liu (opens in new tab)
2:00 PM–3:20 PM
Tech Session 1: NLP: Machine Translation, Entity Recognition and Linking | Trianon
Oral 2729: Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation
Junliang Guo, Xu Tan (opens in new tab), Linli Xu, Tao Qin (opens in new tab), Tieyan Liu, Enhong Chen
Tech Session 1: NLP: Machine Translation, Entity Recognition and Linking | Trianon
Oral 3465: Transductive Ensemble Learning for Neural Machine Translation
Yiren Wang, Lijun Wu, Yingce Xia (opens in new tab), Tao Qin (opens in new tab), Cheng Xiang Zhai, Tieyan Liu
6:30 PM–8:30 PM | Poster Session
AIW7144: Functionality Discovery and Prediction of Physical Objects
Lei Ji (opens in new tab), Botian Shi, Xianglin Guo, Xilin Chen
APP9280: Actor Critic Deep Reinforcement Learning for Neural Malware Control
Yu Wang, Jack Stokes, Mady Marinescu
GTEP1796: Preventing Arbitrage from Collusion When Eliciting Probabilities
Rupert Freeman (opens in new tab), David Pennock, Dominik Peters, Bo Waggoner
ML1536: Posterior-Guided Neural Architecture Search
Yizhou Zhou, Xiaoyan Sun (opens in new tab), Chong Luo (opens in new tab), Zheng-Jun Zha, Wenjun Zeng (opens in new tab)
ML2669: Semantics-Aligned Representation Learning for Person Re-identification
Xin Jin, Cuiling Lan (opens in new tab), Wenjun Zeng (opens in new tab), Guoqiang Wei, Zhibo Chen
ML3465: Transductive Ensemble Learning for Neural Machine Translation
Yiren Wang, Lijun Wu, Yingce Xia (opens in new tab), Tao Qin (opens in new tab), Cheng Xiang Zhai, Tieyan Liu
ML4617: Online Second Price Auction with Semi-bandit Feedback Under the Non-Stationary Setting
Haoyu Zhao, Wei Chen (opens in new tab)
ML6906: Metareasoning in Modular Software Systems: On-the-Fly Configuration Using Reinforcement Learning with Rich Contextual Representations
Aditya Modi, Debadeepta Dey (opens in new tab), Alekh Agarwal (opens in new tab), Adith Swaminathan (opens in new tab), Besmira Nushi (opens in new tab), Sean Andrist (opens in new tab), Eric Horvitz (opens in new tab)
NLP2729: Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation
Junliang Guo, Xu Tan (opens in new tab), Linli Xu, Tao Qin (opens in new tab), Tieyan Liu, Enhong Chen
NLP3184: Graph-based Transformer with Cross-Candidate Verification for Semantic Parsing
Bo Shao, Yeyun Gong, Weizhen Qi, Guihong Cao (opens in new tab), Jianshu Ji (opens in new tab), Xiaola Lin
NLP3656: P-SIF: Document Embeddings Using Partition Averaging
Vivek Gupta, Ankit Saw, Pegah Nokhiz, Praneeth Netrapalli (opens in new tab), Piyush Rai, Partha Talukdar
NLP5766: TextNAS: A Neural Architecture Search Space Tailored for Text Representation
Yujing Wang, Yaming Yang, Yiren Chen, Jing Bai (opens in new tab), Ce Zhang, Guinan Su, Xiaoyu Kou, Yunhai Tong, Mao Yang (opens in new tab), Lidong Zhou (opens in new tab)
NLP7202: Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding
Oren Barkan, Noam Razin (opens in new tab), Itzik Malkiel (opens in new tab), Ori Katz, Avi Caciularu (opens in new tab), Noam Koenigstein (opens in new tab)
NLP9252: Latent Relation Language Models
Hiroaki Hayashi, Zecong Hu, Chenyan Xiong (opens in new tab), Graham Neubig
VIS1374: Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language
Songyang Zhang, Houwen Peng (opens in new tab), Jianlong Fu (opens in new tab), Jiebo Luo
VIS2236: DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue
Xiaoze Jiang, Jing Yu, Yingying Zhuang, Zengchang Qin, Yue Hu, Qi Wu, Xingxing Zhang (opens in new tab)
VIS3499: What Makes A Good Story? Designing Composite Rewards for Visual Storytelling
Junjie Hu, Yu Cheng (opens in new tab), Zhe Gan (opens in new tab), Jingjing Liu (opens in new tab), Jianfeng Gao (opens in new tab), Graham Neubig,
VIS8881: Crowd Counting with Decomposed Uncertainty
Min-hwan Oh, Peder Olsen (opens in new tab), Karthikeyan Natesan Ramamurthy