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An efficient algorithm for contextual bandits with knapsacks, and an extension to concave objectives
Shipra Agrawal, Nikhil R. Devanur, Lihong Li
2016 COLT
Open Problem: Parameter-Free and Scale-Free Online Algorithms
Francesco Orabona, Dávid Pál
2016 COLT
Open Problem: Property Elicitation and Elicitation Complexity
Rafael Frongillo, Ian Kash, Stephen Becker
2016 COLT
Open Problem: Second order regret bounds based on scaling time
Yoav Freund
2016 COLT
Open Problem: Kernel methods on manifolds and metric spaces. What is the probability of a positive definite geodesic exponential kernel?
Aasa Feragen, Søren Hauberg
2016 COLT
Open Problem: Best Arm Identification: Almost Instance-Wise Optimality and the Gap Entropy Conjecture
Lijie Chen, Jian Li
2016 COLT
Open Problem: Approximate Planning of POMDPs in the class of Memoryless Policies
Kamyar Azizzadenesheli, Alessandro Lazaric, Animashree Anandkumar
2016 COLT
The Role of Wikipedia in Text Analysis and Retrieval
Marius Paşca
2016 COLING
Succinct Data Structures for NLP-at-Scale
Matthias Petri, Trevor Cohn
2016 COLING
Translationese: Between Human and Machine Translation
Shuly Wintner
2016 COLING
Quality Estimation for Language Output Applications
Carolina Scarton, Gustavo Paetzold, Lucia Specia
2016 COLING
Natural Language Processing for Intelligent Access to Scientific Information
Horacio Saggion, Francesco Ronzano
2016 COLING
Chinese Textual Sentiment Analysis: Datasets, Resources and Tools
Lun-Wei Ku, Wei-Fan Chen
2016 COLING
Compositional Distributional Models of Meaning
Mehrnoosh Sadrzadeh, Dimitri Kartsaklis
2016 COLING
Kyoto-NMT: a Neural Machine Translation implementation in Chainer
Fabien Cromières
2016 COLING
Automatically Suggesting Example Sentences of Near-Synonyms for Language Learners
Chieh-Yang Huang, Nicole Peinelt, Lun-Wei Ku
2016 COLING
Exploring a Continuous and Flexible Representation of the Lexicon
Pierre Marchal, Thierry Poibeau
2016 COLING
Kotonush: Understanding Concepts Based on Values behind Social Media
Tatsuya Iwanari, Kohei Ohara, Naoki Yoshinaga et al.
2016 COLING
PKUSUMSUM : A Java Platform for Multilingual Document Summarization
Jianmin Zhang, Tianming Wang, Xiaojun Wan
2016 COLING
NL2KB: Resolving Vocabulary Gap between Natural Language and Knowledge Base in Knowledge Base Construction and Retrieval
Sheng-Lun Wei, Yen-Pin Chiu, Hen-Hsen Huang et al.
2016 COLING
Zara: A Virtual Interactive Dialogue System Incorporating Emotion, Sentiment and Personality Recognition
Pascale Fung, Anik Dey, Farhad Bin Siddique et al.
2016 COLING
WordForce: Visualizing Controversial Words in Debates
Wei-Fan Chen, Fang-Yu Lin, Lun-Wei Ku
2016 COLING
Multilingual Information Extraction with PolyglotIE
Alan Akbik, Laura Chiticariu, Marina Danilevsky et al.
2016 COLING
WISDOM X, DISAANA and D-SUMM: Large-scale NLP Systems for Analyzing Textual Big Data
Junta Mizuno, Masahiro Tanaka, Kiyonori Ohtake et al.
2016 COLING
CaseSummarizer: A System for Automated Summarization of Legal Texts
Seth Polsley, Pooja Jhunjhunwala, Ruihong Huang
2016 COLING