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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 (5)
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Hits 1 – 20 of 26
1
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing ...
Gui, Tao
;
Wang, Xiao
;
Zhang, Qi
. - : arXiv, 2021
BASE
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2
SpanNER: Named Entity Re-/Recognition as Span Prediction ...
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
;
Fu, Jinlan
;
Huang , Xuanjing
. - : Underline Science Inc., 2021
BASE
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3
Align Voting Behavior with Public Statements for Legislator Representation Learning ...
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
;
Chen , Lei
;
He , Yancheng
. - : Underline Science Inc., 2021
BASE
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4
fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP ...
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
;
Geng, Zhichao
;
Huang , Xuanjing
. - : Underline Science Inc., 2021
BASE
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5
{K-Adapter}: {I}nfusing {K}nowledge into {P}re-{T}rained {M}odels with {A}dapters ...
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
;
Cao, Guihong
;
Duan, Nan
. - : Underline Science Inc., 2021
BASE
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6
Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble ...
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
;
Chang, Kai-Wei
;
Hsieh, Cho-Jui
. - : Underline Science Inc., 2021
BASE
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7
Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP
Vaidhya, Tejas
;
Sachan, Mrinmaya
;
von Kügelgen, Julius
...
In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (2021)
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8
Classifying Dyads for Militarized Conflict Analysis
Torroba Hennigen, Lucas
;
Stoehr, Niklas
;
West, Robert
...
In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (2021)
BASE
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9
Efficient Sampling of Dependency Structure
Vieira, Tim
;
Zmigrod, Ran
;
Cotterell, Ryan
In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (2021)
BASE
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10
Searching for More Efficient Dynamic Programs
Cotterell, Ryan
;
Eisner, Jason
;
Vieira, Tim
In: Findings of the Association for Computational Linguistics: EMNLP 2021 (2021)
BASE
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11
“Let Your Characters Tell Their Story”: A Dataset for Character-Centric Narrative Understanding
Zhao, Chao
;
Sachan, Mrinmaya
;
Tafjord, Oyvind
...
In: Findings of the Association for Computational Linguistics: EMNLP 2021 (2021)
BASE
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12
A Bayesian Framework for Information-Theoretic Probing
Cotterell, Ryan
;
Pimentel, Tiago
In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (2021)
BASE
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13
Improving Dialogue State Tracking with Turn-based Loss Function and Sequential Data Augmentation
Manotumruksa, Jarana
;
Dalton, Jeffrey
;
Meij, Edgar
. - 2021
BASE
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14
Come hither or go away? Recognising pre-electoral coalition signals in the news
Rehbein, Ines
;
Ponzetto, Simone Paolo
;
Adendorf, Anna
. - : Association for Computational Linguistics, 2021
BASE
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15
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters ...
Wang, Ruize
;
Tang, Duyu
;
Duan, Nan
. - : arXiv, 2020
BASE
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16
FLAT: Chinese NER Using Flat-Lattice Transformer ...
Li, Xiaonan
;
Yan, Hang
;
Qiu, Xipeng
. - : arXiv, 2020
BASE
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17
A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing
Yan, Hang
;
Qiu, Xipeng
;
Huang, Xuanjing
In: Transactions of the Association for Computational Linguistics, Vol 8, Pp 78-92 (2020) (2020)
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18
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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19
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge ...
Huang, Luyao
;
Sun, Chi
;
Qiu, Xipeng
;
Huang, Xuanjing
. - : arXiv, 2019
Abstract:
Word Sense Disambiguation (WSD) aims to find the exact sense of an ambiguous word in a particular context. Traditional supervised methods rarely take into consideration the lexical resources like WordNet, which are widely utilized in knowledge-based methods. Recent studies have shown the effectiveness of incorporating gloss (sense definition) into neural networks for WSD. However, compared with traditional word expert supervised methods, they have not achieved much improvement. In this paper, we focus on how to better leverage gloss knowledge in a supervised neural WSD system. We construct context-gloss pairs and propose three BERT-based models for WSD. We fine-tune the pre-trained BERT model on SemCor3.0 training corpus and the experimental results on several English all-words WSD benchmark datasets show that our approach outperforms the state-of-the-art systems. ... : EMNLP-IJCNLP 2019 ...
Keyword:
Computation and Language cs.CL
;
FOS Computer and information sciences
URL:
https://arxiv.org/abs/1908.07245
https://dx.doi.org/10.48550/arxiv.1908.07245
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20
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning ...
Peng, Minlong
;
Xing, Xiaoyu
;
Zhang, Qi
. - : arXiv, 2019
BASE
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