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The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021 (8)
Zhou, Jie (8)
., Fandong (5)
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Hits 1 – 8 of 8
1
Marginal Utility Diminishes: Exploring the Minimum Knowledge for BERT Knowledge Distillation ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
., Fandong
;
Lin, Zheng
. - : Underline Science Inc., 2021
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2
CLEVE: Contrastive Pre-training for Event Extraction ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Han, Xu
;
Hou, Lei
. - : Underline Science Inc., 2021
BASE
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3
Rethinking Stealthiness of Backdoor Attack against NLP Models ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Li, Peng
;
Lin, Yankai
. - : Underline Science Inc., 2021
BASE
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4
Prevent the Language Model from being Overconfident in Neural Machine Translation ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
., Fandong
;
Liu, Yijin
;
Miao, Mengqi
;
Zhou, Jie
;
Zhou, Xiao-Hua
. - : Underline Science Inc., 2021
Abstract:
Read paper: https://www.aclanthology.org/2021.acl-long.268 Abstract: The Neural Machine Translation (NMT) model is essentially a joint language model conditioned on both the source sentence and partial translation. Therefore, the NMT model naturally involves the mechanism of the Language Model (LM) that predicts the next token only based on partial translation. Despite its success, NMT still suffers from the hallucination problem, generating fluent but inadequate translations. The main reason is that NMT pays excessive attention to the partial translation while neglecting the source sentence to some extent, namely overconfidence of the LM. Accordingly, we define the Margin between the NMT and the LM, calculated by subtracting the predicted probability of the LM from that of the NMT model for each token. The Margin is negatively correlated to the overconfidence degree of the LM. Based on the property, we propose a Margin-based Token-level Objective (MTO) and a Margin-based Sentence-level Objective (MSO) to ...
Keyword:
Computational Linguistics
;
Condensed Matter Physics
;
Deep Learning
;
Electromagnetism
;
FOS Physical sciences
;
Information and Knowledge Engineering
;
Neural Network
;
Semantics
URL:
https://dx.doi.org/10.48448/h7at-dc65
https://underline.io/lecture/25608-prevent-the-language-model-from-being-overconfident-in-neural-machine-translation
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5
KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Hu, Shengding
;
Liu, Zhiyuan
. - : Underline Science Inc., 2021
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6
Modeling Bilingual Conversational Characteristics for Neural Chat Translation ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
., Fandong
;
Chen, Yufeng
. - : Underline Science Inc., 2021
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7
Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
., Fandong
;
Chen, Yufeng
. - : Underline Science Inc., 2021
BASE
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8
Exploring Dynamic Selection of Branch Expansion Orders for Code Generation ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
., Fandong
;
Huang, Degen
. - : Underline Science Inc., 2021
BASE
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