Understanding the Representational Power of Neural Retrieval Models Using NLP Tasks

Author:

Cohen Daniel1,O'Connor Brendan1,Croft W. Bruce1

Affiliation:

1. University of Massachusetts Amherst, Amherst, MA, USA

Funder

University of Southern California

Air Force Research Laboratory

Publisher

ACM

Reference36 articles.

1. Yossi Adi Einat Kermany Yonatan Belinkov Ofer Lavi and Yoav Goldberg . 2016. Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks. CoRR Vol. abs/1608.04207 (2016). showeprint{arxiv}1608.04207 http://arxiv.org/abs/1608.04207 Yossi Adi Einat Kermany Yonatan Belinkov Ofer Lavi and Yoav Goldberg . 2016. Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks. CoRR Vol. abs/1608.04207 (2016). showeprint{arxiv}1608.04207 http://arxiv.org/abs/1608.04207

2. Guillaume Alain and Yoshua Bengio . 2016. Understanding intermediate layers using linear classifier probes. CoRR Vol. abs/1610.01644 (2016). showeprint{arxiv}1610.01644 http://arxiv.org/abs/1610.01644 Guillaume Alain and Yoshua Bengio . 2016. Understanding intermediate layers using linear classifier probes. CoRR Vol. abs/1610.01644 (2016). showeprint{arxiv}1610.01644 http://arxiv.org/abs/1610.01644

3. Yonatan Belinkov Nadir Durrani Fahim Dalvi Hassan Sajjad and James R. Glass . 2017. What do Neural Machine Translation Models Learn about Morphology? ACL. 861--872. Yonatan Belinkov Nadir Durrani Fahim Dalvi Hassan Sajjad and James R. Glass . 2017. What do Neural Machine Translation Models Learn about Morphology? ACL. 861--872.

4. Samuel R. Bowman Gabor Angeli Christopher Potts and Christopher D. Manning . 2015. A large annotated corpus for learning natural language inference MNLP. ACL. Samuel R. Bowman Gabor Angeli Christopher Potts and Christopher D. Manning . 2015. A large annotated corpus for learning natural language inference MNLP. ACL.

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