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1
Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information ...
BASE
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2
YACLC: A Chinese Learner Corpus with Multidimensional Annotation ...
BASE
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3
Alternated Training with Synthetic and Authentic Data for Neural Machine Translation ...
Jiao, Rui; Yang, Zonghan; Sun, Maosong. - : arXiv, 2021
BASE
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4
CPM-2: Large-scale Cost-effective Pre-trained Language Models ...
Zhang, Zhengyan; Gu, Yuxian; Han, Xu. - : arXiv, 2021
BASE
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5
Automatic Construction of Sememe Knowledge Bases via Dictionaries ...
Abstract: A sememe is defined as the minimum semantic unit in linguistics. Sememe knowledge bases (SKBs), which comprise words annotated with sememes, enable sememes to be applied to natural language processing. So far a large body of research has showcased the unique advantages and effectiveness of SKBs in various tasks. However, most languages have no SKBs, and manual construction of SKBs is time-consuming and labor-intensive. To tackle this challenge, we propose a simple and fully automatic method of building an SKB via an existing dictionary. We use this method to build an English SKB and a French SKB, and conduct comprehensive evaluations from both intrinsic and extrinsic perspectives. Experimental results demonstrate that the automatically built English SKB is even superior to HowNet, the most widely used SKB that takes decades to build manually. And both the English and French SKBs can bring obvious performance enhancement in multiple downstream tasks. All the code and data of this paper (except the copyrighted ... : Accepted by Findings of ACL at ACL-IJCNLP 2021. Camera-ready version ...
Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.2105.12585
https://arxiv.org/abs/2105.12585
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6
Sub-Character Tokenization for Chinese Pretrained Language Models ...
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7
CCPM: A Chinese Classical Poetry Matching Dataset ...
Li, Wenhao; Qi, Fanchao; Sun, Maosong. - : arXiv, 2021
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8
MoEfication: Transformer Feed-forward Layers are Mixtures of Experts ...
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9
Transfer Learning for Sequence Generation: from Single-source to Multi-source ...
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10
Mask-Align: Self-Supervised Neural Word Alignment ...
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11
Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision ...
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12
OpenAttack: An Open-source Textual Adversarial Attack Toolkit ...
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13
Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet ...
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14
Lexical Sememe Prediction using Dictionary Definitions by Capturing Local Semantic Correspondence ...
Du, Jiaju; Qi, Fanchao; Sun, Maosong. - : arXiv, 2020
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15
Chinese computational linguistics : 18th China National Conference, CCL 2019, Kunming, China, October 18-20, 2019 : proceedings
Liu, Zhiyuan (Herausgeber); Jiang, Heng (Herausgeber); Liu, Yang (Herausgeber). - Cham, Switzerland : Springer, 2019
BLLDB
UB Frankfurt Linguistik
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16
Improving Back-Translation with Uncertainty-based Confidence Estimation ...
Wang, Shuo; Liu, Yang; Wang, Chao. - : arXiv, 2019
BASE
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17
Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets ...
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18
Modeling Semantic Compositionality with Sememe Knowledge ...
BASE
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19
OpenHowNet: An Open Sememe-based Lexical Knowledge Base ...
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20
Neural Machine Translation with Explicit Phrase Alignment ...
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