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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 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 Show details 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 Show details 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 Show details 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 Show details 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 Show details 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 Show details 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) BASE Show details 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 Show details 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 Show details 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 Show details 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 Show details 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 Show details 13 Improving Dialogue State Tracking with Turn-based Loss Function and Sequential Data Augmentation Manotumruksa, Jarana; Dalton, Jeffrey; Meij, Edgar. - 2021 BASE Show details 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 Show details 15 K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters ... Wang, Ruize; Tang, Duyu; Duan, Nan; Wei, Zhongyu; Huang, Xuanjing; ji, Jianshu; Cao, Guihong; Jiang, Daxin; Zhou, Ming. - : arXiv, 2020 Abstract: We study the problem of injecting knowledge into large pre-trained models like BERT and RoBERTa. Existing methods typically update the original parameters of pre-trained models when injecting knowledge. However, when multiple kinds of knowledge are injected, the historically injected knowledge would be flushed away. To address this, we propose K-Adapter, a framework that retains the original parameters of the pre-trained model fixed and supports the development of versatile knowledge-infused model. Taking RoBERTa as the backbone model, K-Adapter has a neural adapter for each kind of infused knowledge, like a plug-in connected to RoBERTa. There is no information flow between different adapters, thus multiple adapters can be efficiently trained in a distributed way. As a case study, we inject two kinds of knowledge in this work, including (1) factual knowledge obtained from automatically aligned text-triplets on Wikipedia and Wikidata and (2) linguistic knowledge obtained via dependency parsing. Results on ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://arxiv.org/abs/2002.01808 https://dx.doi.org/10.48550/arxiv.2002.01808 BASE Hide details 16 FLAT: Chinese NER Using Flat-Lattice Transformer ... Li, Xiaonan; Yan, Hang; Qiu, Xipeng. - : arXiv, 2020 BASE Show details 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) BASE Show details 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 Show details 19 GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge ... Huang, Luyao; Sun, Chi; Qiu, Xipeng. - : arXiv, 2019 BASE Show details 20 Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning ... Peng, Minlong; Xing, Xiaoyu; Zhang, Qi. - : arXiv, 2019 BASE Show details Page: 1 2

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