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10/17/2022
Pseudo-OOD training for robust language models
While pre-trained large-scale deep models have garnered attention as an ...
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08/02/2022
Debiasing Gender Bias in Information Retrieval Models
Biases in culture, gender, ethnicity, etc. have existed for decades and ...
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05/07/2022
Number Entity Recognition
Numbers are essential components of text, like any other word tokens, fr...
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12/31/2021
How do lexical semantics affect translation? An empirical study
Neural machine translation (NMT) systems aim to map text from one langua...
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11/10/2019
Syntax-Infused Transformer and BERT models for Machine Translation and Natural Language Understanding
Attention-based models have shown significant improvement over tradition...
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06/19/2019
Learning Compressed Sentence Representations for On-Device Text Processing
Vector representations of sentences, trained on massive text corpora, ar...
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11/19/2017
How much is my car worth? A methodology for predicting used cars prices using Random Forest
Cars are being sold more than ever. Developing countries adopt the lease...
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11/17/2017