Alexander Berg

Also published as: Alex Berg, Alexander C Berg


2017

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Video Highlight Prediction Using Audience Chat Reactions
Cheng-Yang Fu | Joon Lee | Mohit Bansal | Alexander Berg
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing

Sports channel video portals offer an exciting domain for research on multimodal, multilingual analysis. We present methods addressing the problem of automatic video highlight prediction based on joint visual features and textual analysis of the real-world audience discourse with complex slang, in both English and traditional Chinese. We present a novel dataset based on League of Legends championships recorded from North American and Taiwanese Twitch.tv channels (will be released for further research), and demonstrate strong results on these using multimodal, character-level CNN-RNN model architectures.

2013

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Generalizing Image Captions for Image-Text Parallel Corpus
Polina Kuznetsova | Vicente Ordonez | Alexander Berg | Tamara Berg | Yejin Choi
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)

2012

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Detecting Visual Text
Jesse Dodge | Amit Goyal | Xufeng Han | Alyssa Mensch | Margaret Mitchell | Karl Stratos | Kota Yamaguchi | Yejin Choi | Hal Daumé III | Alex Berg | Tamara Berg
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

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Collective Generation of Natural Image Descriptions
Polina Kuznetsova | Vicente Ordonez | Alexander Berg | Tamara Berg | Yejin Choi
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

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Midge: Generating Image Descriptions From Computer Vision Detections
Margaret Mitchell | Jesse Dodge | Amit Goyal | Kota Yamaguchi | Karl Stratos | Xufeng Han | Alyssa Mensch | Alex Berg | Tamara Berg | Hal Daumé III
Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics

2011

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Composing Simple Image Descriptions using Web-scale N-grams
Siming Li | Girish Kulkarni | Tamara L Berg | Alexander C Berg | Yejin Choi
Proceedings of the Fifteenth Conference on Computational Natural Language Learning