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Hits 1 – 20 of 68
1
Enhancing Cross-lingual Prompting with Mask Token Augmentation ...
Zhou, Meng
;
Li, Xin
;
Jiang, Yue
. - : arXiv, 2022
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2
P-hydroxy benzaldehyde facilitates reprogramming of reactive astrocytes into neurons via endogenous transcriptional regulation ...
Li, Xin
;
Fan, Ruoxi
;
Xiang, Jianming
. - : Taylor & Francis, 2022
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3
P-hydroxy benzaldehyde facilitates reprogramming of reactive astrocytes into neurons via endogenous transcriptional regulation ...
Li, Xin
;
Fan, Ruoxi
;
Xiang, Jianming
. - : Taylor & Francis, 2022
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4
p-hydroxy benzaldehyde facilitates reprogramming of reactive astrocytes into neurons via endogenous transcriptional regulation ...
Li, Xin
;
Fan, Ruoxi
;
Xiang, Jianming
. - : Taylor & Francis, 2022
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5
Life in Beijing
Chirkova, Katia
;
Li, Xin
;
Ma Zhaorong
. - : Centre de recherches linguistiques sur l'Asie orientale, 2021
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6
Knowledge Based Multilingual Language Model ...
Liu, Linlin
;
Li, Xin
;
He, Ruidan
. - : arXiv, 2021
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7
MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER ...
Zhou, Ran
;
Li, Xin
;
He, Ruidan
. - : arXiv, 2021
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8
Multilingual AMR Parsing with Noisy Knowledge Distillation ...
Cai, Deng
;
Li, Xin
;
Ho, Jackie Chun-Sing
. - : arXiv, 2021
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9
Towards Generative Aspect-Based Sentiment Analysis ...
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
;
., Wai
;
Bing, Lidong
;
Deng, Yang
;
Li, Xin
;
Zhang, Wenxuan
. - : Underline Science Inc., 2021
Abstract:
Read paper: https://www.aclanthology.org/2021.acl-short.64 Abstract: Aspect-based sentiment analysis (ABSA) has received increasing attention recently. Most existing work tackles ABSA in a discriminative manner, designing various task-specific classification networks for the prediction. Despite their effectiveness, these methods ignore the rich label semantics in ABSA problems and require extensive task-specific designs. In this paper, we propose to tackle various ABSA tasks in a unified generative framework. Two types of paradigms, namely annotation-style and extraction-style modeling, are designed to enable the training process by formulating each ABSA task as a text generation problem. We conduct experiments on four ABSA tasks across multiple benchmark datasets where our proposed generative approach achieves new state-of-the-art results in almost all cases. This also validates the strong generality of the proposed framework which can be easily adapted to arbitrary ABSA task without additional ...
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/kr6a-6s64
https://underline.io/lecture/25603-towards-generative-aspect-based-sentiment-analysis
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10
Life in Beijing
Chirkova, Katia
;
Li, Xin
. - : Centre de recherches linguistiques sur l'Asie orientale, 2021
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11
Conversation
Chirkova, Katia
;
Li, Xin
. - : Centre de recherches linguistiques sur l'Asie orientale, 2021
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12
Shichahai and the Drum Tower
Chirkova, Katia
;
Li, Xin
;
Mr. Zhang
. - : Centre de recherches linguistiques sur l'Asie orientale, 2021
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13
Bird keepers in Beijing
Chirkova, Katia
;
Li, Xin
;
Ma Zhaorong
. - : Centre de recherches linguistiques sur l'Asie orientale, 2021
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14
Interview with He Yujun
Chirkova, Katia
;
Li, Xin
. - : Centre de recherches linguistiques sur l'Asie orientale, 2021
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15
Bird keepers in Beijing
Chirkova, Katia
;
Li, Xin
. - : Centre de recherches linguistiques sur l'Asie orientale, 2021
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16
Conversation
Chirkova, Katia
;
Li, Xin
;
Ma Zhaorong
. - : Centre de recherches linguistiques sur l'Asie orientale, 2021
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17
Shichahai and the Drum Tower
Chirkova, Katia
;
Li, Xin
. - : Centre de recherches linguistiques sur l'Asie orientale, 2021
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18
Encoding of facial features by single neurons in the human amygdala and hippocampus
Cao, Runnan
;
Li, Xin
;
Brandmeir, Nicholas J.
...
In: Commun Biol (2021)
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19
The Bilingual Home Language Boost Through the Lens of the COVID-19 Pandemic
Sheng, Li
;
Wang, Danyang
;
Walsh, Caila
...
In: Front Psychol (2021)
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20
Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond ...
Li, Xin
;
Bing, Lidong
;
Zhang, Wenxuan
. - : arXiv, 2020
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