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05/28/2023
Parallel Data Helps Neural Entity Coreference Resolution
Coreference resolution is the task of finding expressions that refer to ...
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04/14/2022
deep-significance - Easy and Meaningful Statistical Significance Testing in the Age of Neural Networks
A lot of Machine Learning (ML) and Deep Learning (DL) research is of an ...
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04/13/2022
Experimental Standards for Deep Learning Research: A Natural Language Processing Perspective
The field of Deep Learning (DL) has undergone explosive growth during th...
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11/01/2021
Unsupervised Discovery of Unaccusative and Unergative Verbs
We present an unsupervised method to detect English unergative and unacc...
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04/07/2021
How to Write a Bias Statement: Recommendations for Submissions to the Workshop on Gender Bias in NLP
At the Workshop on Gender Bias in NLP (GeBNLP), we'd like to encourage a...
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07/09/2020
Principal Word Vectors
We generalize principal component analysis for embedding words into a ve...
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11/27/2019
Findings of the 2016 WMT Shared Task on Cross-lingual Pronoun Prediction
We describe the design, the evaluation setup, and the results of the 201...
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09/11/2019
Getting Gender Right in Neural Machine Translation
Speakers of different languages must attend to and encode strikingly dif...
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08/30/2018
Pronoun Translation in English-French Machine Translation: An Analysis of Error Types
Pronouns are a long-standing challenge in machine translation. We presen...
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08/13/2018
Automatic Reference-Based Evaluation of Pronoun Translation Misses the Point
We compare the performance of the APT and AutoPRF metrics for pronoun tr...
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07/09/2018
Universal Word Segmentation: Implementation and Interpretation
Word segmentation is a low-level NLP task that is non-trivial for a cons...
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04/05/2017
Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRF
We present a character-based model for joint segmentation and POS taggin...
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08/10/2015