extending PySyft with N.-IID Federated Learning Benchmarkby Houda Bouraqqadi, Ayoub Berrag, Mohamed Mhaouach, Afaf Bouhoute, Khalid Fardousse, and Ismail Berrada: Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games.

[BibT_eX]

[DOI]

Yufei Feng

Mo Yu

Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021

Augmenting Policy Learning with Routines Discovered from a Single Demonstration.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

An Investigation of the Influences of SWOT Sampling and Errors on Ocean Eddy Observation.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Augmenting Policy Learning with Routines Discovered from a Demonstration.

[BibT_eX]

[DOI]

CoRR, 2020

Deriving Commonsense Inference Tasks from Interactive Fictions.

[BibT_eX]

[DOI]

CoRR, 2020

Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games.

[BibT_eX]

[DOI]

CoRR, 2020

Accurate loop calling for 3D genomic data with cLoops.

[BibT_eX]

[DOI]

Bioinform., 2020

Line-of-Sight Rate Estimation for Barrel-Roll Maneuvering Target Tracking.

[BibT_eX]

[DOI]

Xiaoxiao Guo

Jian Lan

Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Frustratingly Hard Evidence Retrieval for QA Over Books.

[BibT_eX]

[DOI]

Proceedings of the First Joint Workshop on Narrative Understanding, Storylines, and Events, 2020

2019

Attend to count: Crowd counting with adaptive capacity multi-scale CNNs.

[BibT_eX]

[DOI]

Neurocomputing, 2019

A hybrid approach with optimization-based and metric-based meta-learner for few-shot learning.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Meta Reasoning over Knowledge Graphs.

[BibT_eX]

[DOI]

CoRR, 2019

The Fashion IQ Dataset: Retrieving Images by Combining Side Information and Relative Natural Language Feedback.

[BibT_eX]

[DOI]

Rogério Schmidt Feris

CoRR, 2019

A Hybrid Approach with Optimization and Metric-based Meta-Learner for Few-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Few-shot Learning with Meta Metric Learners.

[BibT_eX]

[DOI]

CoRR, 2019

NE-Table: A Neural key-value table for Named Entities.

[BibT_eX]

[DOI]

Janarthanan Rajendran

Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Drill-down: Interactive Retrieval of Complex Scenes using Natural Language Queries.

[BibT_eX]

[DOI]

Fuwen Tan

Paola Cascante-Bonilla

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Sentence Embedding Alignment for Lifelong Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Context-Aware Conversation Thread Detection in Multi-Party Chat.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

TWEETQA: A Social Media Focused Question Answering Dataset.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Self-Supervised Learning for Contextualized Extractive Summarization.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

Do Multi-hop Readers Dream of Reasoning Chains?

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

Hybrid Reinforcement Learning with Expert State Sequences.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Dynamic Obstacle Detection and Tracking Based on 3D Lidar.

[BibT_eX]

[DOI]

J. Adv. Comput. Intell. Intell. Informatics, 2018

Research on Moving Target Tracking Algorithm Based on Lidar and Visual Fusion.

[BibT_eX]

[DOI]

J. Adv. Comput. Intell. Intell. Informatics, 2018

Dialog-based Interactive Image Retrieval.

[BibT_eX]

[DOI]

Rogério Schmidt Feris

CoRR, 2018

Named Entities troubling your Neural Methods? Build NE-Table: A neural approach for handling Named Entities.

[BibT_eX]

[DOI]

Janarthanan Rajendran

CoRR, 2018

Dialog-based Interactive Image Retrieval.

[BibT_eX]

[DOI]

Rogério Schmidt Feris

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Diverse Few-Shot Text Classification with Multiple Metrics.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Joint Modeling of Text and Networks for Cascade Prediction.

[BibT_eX]

[DOI]

Cheng Li

Xiaoxiao Guo

Qiaozhu Mei

Proceedings of the Twelfth International Conference on Web and Social Media, 2018

Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Eigenoption Discovery through the Deep Successor Representation.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

One-Shot Relational Learning for Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

R<sup>3</sup>: Reinforced Ranker-Reader for Open-Domain Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Deep Learning and Reward Design for Reinforcement Learning.

[BibT_eX]

[DOI]

Xiaoxiao Guo

PhD thesis, 2017

R<sup>3</sup>: Reinforced Reader-Ranker for Open-Domain Question Answering.

[BibT_eX]

[DOI]

CoRR, 2017

Robust Task Clustering for Deep Many-Task Learning.

[BibT_eX]

[DOI]

CoRR, 2017

DeepCas: An End-to-end Predictor of Information Cascades.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web, 2017

Deep Memory Networks for Attitude Identification.

[BibT_eX]

[DOI]

Cheng Li

Xiaoxiao Guo

Qiaozhu Mei

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Dilated Recurrent Neural Networks.

[BibT_eX]

[DOI]

Mark A. Hasegawa-Johnson

Thomas S. Huang

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Learning to Query, Reason, and Answer Questions On Ambiguous Texts.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

2016

DeepGraph: Graph Structure Predicts Network Growth.

[BibT_eX]

[DOI]

Cheng Li

Xiaoxiao Guo

Qiaozhu Mei

CoRR, 2016

Convolutional Neural Networks for Steady Flow Approximation.

[BibT_eX]

[DOI]

Xiaoxiao Guo

Wei Li

Francesco Iorio

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Deep Learning for Reward Design to Improve Monte Carlo Tree Search in ATARI Games.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

2015

Action-Conditional Video Prediction using Deep Networks in Atari Games.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Leverage Business Analytics and OWA to Recommend Appropriate Projects in Crowdfunding Platform.

[BibT_eX]

[DOI]

Proceedings of the Information Systems Development: Transforming Healthcare through Information Systems, 2015

2014

Deep Learning for Real-Time Atari Game Play Using Offline Monte-Carlo Tree Search Planning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

A Prediction-Based Inventory Optimization Using Data Mining Models.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Joint Conference on Computational Sciences and Optimization, 2014

2013

Reward Mapping for Transfer in Long-Lived Agents.

[BibT_eX]

[DOI]

Xiaoxiao Guo

Satinder Singh

Richard L. Lewis

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Xiaoxiao Guo

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