Jouni Luoma, Sampo Pyysalo

Keywords Abstract Paper

Wenxuan Zhou, Kevin Huang, Tengyu Ma, Jing Huang

Keywords Abstract Paper

Hao Fei, Fei Li, Bobo Li, Donghong Ji

Keywords Abstract Paper

Mandar Joshi, Danqi Chen, Yinhan Liu and

Daniel S. Weld, Luke Zettlemoyer, Omer Levy

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span tasks, question answering, coreference resolution, OntoNotes task

Antonios Anastasopoulos, Graham Neubig

Keywords Abstract Paper

cross-lingual embeddings, lexicon tagging, lexicon dictionaries, cross-lingual baselines

Yinfei Yang, Daniel Cer, Amin Ahmad and

Mandy Guo, Jax Law, Noah Constant, Gustavo Hernandez Abrego, Steve Yuan, Chris Tar, Yun-hsuan Sung, Brian Strope, Ray Kurzweil

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Semantic Retrieval, translation tasks, monolingual retrieval, translation retrieval

Jue Wang, Lidan Shou, Ke Chen, Gang Chen

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Nested Recognition, nested NER, Overlapping Recognition, Named Recognition

Ahmed El-Kishky, Vishrav Chaudhary, Francisco Guzmán, Philipp Koehn

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cross-lingual alignment, mining sentences, cross-lingual nlp, cross-lingual representations

Stefan Grünewald, Prisca Piccirilli, Annemarie Friedrich

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Giovanni Paolini, Ben Athiwaratkun, Jason Krone and

Jie Ma, Alessandro Achille, RISHITA ANUBHAI, Cicero Nogueira dos Santos, Bing Xiang, Stefano Soatto

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sequence to sequence, structured prediction, language models, transfer learning, few-shot learning, multi-task learning, generative modeling

Katsuki Chousa, Masaaki Nagata, Masaaki Nishino

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Stefan Grünewald, Annemarie Friedrich

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Xiangpeng Wei, Rongxiang Weng, Yue Hu and

Luxi Xing, Heng Yu, Weihua Luo

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hierarchical contrastive learning, cross-lingual pretraining, universal representation learning

Josef Ruppenhofer, Ines Rehbein

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Alexis Conneau, Kartikay Khandelwal, Naman Goyal and

Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, Veselin Stoyanov

Keywords Abstract Paper

cross-lingual tasks, XNLI, MLQA, NER

Yaobo Liang, Nan Duan, Yeyun Gong and

Ning Wu, Fenfei Guo, Weizhen Qi, Ming Gong, Linjun Shou, Daxin Jiang, Guihong Cao, Xiaodong Fan, Ruofei Zhang, Rahul Agrawal, Edward Cui, Sining Wei, Taroon Bharti, Ying Qiao, Jiun-Hung Chen, Winnie Wu, Shuguang Liu, Fan Yang, Daniel Campos, Rangan Majumder, Ming Zhou

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large-scale models, cross-lingual tasks, natural tasks, cross-lingual pre-training

Nina Poerner, Ulli Waltinger, Hinrich Schütze

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Unsupervised Similarity, unsupervised STS, dimensionality reduction, pre-trained encoders

Aarne Ranta, Krasimir Angelov, Normunds Gruzitis, Prasanth Kolachina

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Abstract Syntax, controlled implementations, accurate generation, accurate translation

Venkata Subrahmanyan Govindarajan, Benjamin Van Durme, Aaron Steven White

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linguistic generalization—, predicting generalization, expressions generalization, Decomposing Generalization

Rik van Noord, Antonio Toral, Johan Bos

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discourse parsing, analysis, character-level representations, character representations

Changhan Wang, Yun Tang, Xutai Ma and

Anne Wu, Dmytro Okhonko, Juan Pino

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Ivana Kvapilíková, Mikel Artetxe, Gorka Labaka and

Eneko Agirre, Ondřej Bojar

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Unsupervised Embeddings, Parallel Mining, multilingual embeddings, parallel tasks

Alessandra Teresa Cignarella, Valerio Basile, Manuela Sanguinetti and

Cristina Bosco, Paolo Rosso, Farah Benamara

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Paula Czarnowska, Sebastian Ruder, Ryan Cotterell, Ann Copestake

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Aditya Bhargava, Gerald Penn

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Ruipeng Jia, Yanan Cao, Hengzhu Tang and

Fang Fang, Cong Cao, Shi Wang

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sentence-level summarization, node task, network mining, text summarization

Oren Barkan, Avi Caciularu, Ido Dagan

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recognizing relations, sub-space representation, lexical-semantic relations, relational signals

Hongbin Ye, Ningyu Zhang, Shumin Deng and

Mosha Chen, Chuanqi Tan, Fei Huang, Huajun Chen

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Zhepei Wei, Jianlin Su, Yue Wang and

Yuan Tian, Yi Chang

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Relational Extraction, large-scale construction, overlapping problem, relational task

Hao Fei, Meishan Zhang, Donghong Ji

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Cross-Lingual Labeling, semantic labeling, natural understanding, model transferring

Shuming Ma, Dongdong Zhang, Ming Zhou

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Document-Level Translation, Unified Encoder, encoders, pre-training models

Qianqian Dong, Mingxuan Wang, Hao Zhou and

Shuang Xu, Bo Xu, Lei Li

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Qingxiu Dong, Xiaojun Wan, Yue Cao

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Yuning Mao, Liyuan Liu, Qi Zhu and

Xiang Ren, Jiawei Han

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Facet-Aware Evaluation, Extractive Summarization, fine-grained evaluation, comparative analysis

Weikang Li, Yunfang Wu

Keywords Abstract Paper

Michael Kranzlein, Emma Manning, Siyao Peng and

Shira Wein, Aryaman Arora, Nathan Schneider

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John Wieting, Graham Neubig, Taylor Berg-Kirkpatrick

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source separation, semantic encoding, data distributions, unsupervised evaluations

Hamid Jalalzai, Pierre Colombo, Chloé Clavel and

Eric Gaussier, Giovanna Varni, Emmanuel Vignon, Anne Sabourin

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Beatriz Fisas, Luis Espinosa Anke, Joan Codina-Filbá, Leo Wanner

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Yu Wang, Yun Li, Hanghang Tong, Ziye Zhu

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named recognition, ner, natural processing, sequence approaches