Vishakh Padmakumar, He He

Keywords Abstract Paper

Zilu Guo, Zhongqiang Huang, Kenny Q. Zhu and

Guandan Chen, Kaibo Zhang, Boxing Chen, Fei Huang

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Natural Language Processing, Machine Translation, Natural Language Generation, NLP Applications and Tools

Ivana Kvapilíková, Mikel Artetxe, Gorka Labaka and

Eneko Agirre, Ondřej Bojar

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Unsupervised Embeddings, Parallel Mining, multilingual embeddings, parallel tasks

Xingyuan Zhao, Satoru Ozaki, Antonios Anastasopoulos and

Graham Neubig, Lori Levin

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Edoardo Barba, Luigi Procopio, Caterina Lacerra and

Tommaso Pasini, Roberto Navigli

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Natural Language Processing, Natural Language Semantics, Resources and Evaluation

Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra

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learning alignment, unsupervised alignment, bilingual induction, cross-lingual similarity

Maurício Gruppi, Pin-Yu Chen, Sibel Adali

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Lutfi Kerem Senel, Hinrich Schütze

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Kalpesh Krishna, John Wieting, Mohit Iyyer

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style transfer, attribute transfer, unsupervised transfer, paraphrase problem

Sebastian Hofstätter, Markus Zlabinger, Mete Sertkan and

Michael Schröder, Allan Hanbury

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relevance distribution, position bias, word-level relevance, fine-grained annotations

Angela Fan, Claire Gardent

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multilingual generation, cross-lingual embeddings, pretraining, multilingual models

Wenqiang Lei, Yisong Miao, Runpeng Xie and

Bonnie Webber, Meichun Liu, Tat-Seng Chua, Nancy F. Chen

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Tuhin Chakrabarty, Smaranda Muresan, Nanyun Peng

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human imagination, simile generation, mapping properties, sequence model

Han Zhao, Junjie Hu, Andrej Risteski

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Learning Theory

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

Rexhina Blloshmi, Simone Conia, Rocco Tripodi, Roberto Navigli

Keywords Abstract Paper

Natural Language Processing, Natural Language Semantics, Natural Language Generation, Natural Language Processing

Jiahuan Li, Yu Bao, Shujian Huang and

Xinyu Dai, Jiajun Chen

Keywords Abstract Paper

Definition Generation, construction dictionaries, under-specific generation, Explicit Decomposition

Li Zhang, Huaiyu Zhu, Siddhartha Brahma, Yunyao Li

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text task, fine-grained evaluation, automatic process, rule-based model

Zhepei Wei, Jianlin Su, Yue Wang and

Yuan Tian, Yi Chang

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

Tasnim Mohiuddin, M Saiful Bari, Shafiq Joty

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bilingual induction, bilingual, bli, semi-supervised method

Shuo Sun, Francisco Guzmán, Lucia Specia

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Estimating Quality, quality estimation, machine translation, QE task

Zhenyi Wang, Xiaoyang Wang, Bang An and

Dong Yu, Changyou Chen

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Faithful Generation, Text generation, table-to-text problem, Transformer-based framework

Rong Zhang, Revanth Gangi Reddy, Md Arafat Sultan and

Vittorio Castelli, Anthony Ferritto, Radu Florian, Efsun Sarioglu Kayi, Salim Roukos, Avi Sil, Todd Ward

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nlp tasks, fine-tuning, auxiliary tasks, lm transfer

Shuming Ma, Dongdong Zhang, Ming Zhou

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

Nikolaos Pappas, Phoebe Mulcaire, Noah A. Smith

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language modeling, cross-domain settings, language models, finetuning

Hrituraj Singh, Gaurav Verma, Aparna Garimella, Balaji Vasan Srinivasan

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Martin Schmitt, Hinrich Schütze

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Billy Chiu, Sunil Kumar Sahu, Neha Sengupta and

Derek Thomas, Mohammady Mahdy

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graph network, hybrid neural network, attention mechanism

Jindřich Libovický, Zdeněk Kasner, Jindřich Helcl, Ondřej Dušek

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Qian Liu, Bei Chen, Jian-Guang Lou and

Bin Zhou, Dongmei Zhang

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incomplete rewriting, machine task, semantic task, inference

Peng Zhao, Wenyuan Xue, Qingyong Li, Siqi Cai

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Nikunj Saunshi, Sadhika Malladi, Sanjeev Arora

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representation learning, self-supervised learning, language models, theory, transfer learning, natural language processing, unsupervised learning

Vitalii Zhelezniak, Aleksandar Savkov, Nils Hammerla

Keywords Abstract Paper

Estimating Information, unsupervised tasks, Dense Embeddings, statistical view

Yazmín Ibáñez-García, Víctor Gutiérrez-Basulto, Steven Schockaert

Keywords Abstract Paper

Description logics-General, Commonsense reasoning-General, Knowledge representation languages-General, Concept formation, similarity-based reasoning-General

Zihao Fu, Bei Shi, Wai Lam and

Lidong Bing, Zhiyuan Liu

Keywords Abstract Paper

data-to-text task, generation task, dataset problem, over-generation problem

Dmitry Nikolaev, Ofir Arviv, Taelin Karidi and

Neta Kenneth, Veronika Mitnik, Lilja Maria Saeboe, Omri Abend

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Fine-Grained Divergences, cross-lingual transfer, full automation, cross-lingual parser

Fernando Alva-Manchego, Louis Martin, Antoine Bordes and

Carolina Scarton, Benoît Sagot, Lucia Specia

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Tuning Models, rewriting transformations, automatic simplification, splitting

Yue Cao, Hui Liu, Xiaojun Wan

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Neural Summarization, Cross-lingual summarization, cross-lingual training, pipeline methods

Michele Bevilacqua, Marco Maru, Roberto Navigli

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generative modeling, definition modeling, discriminative tasks, word disambiguation

Zhuang Li, Lizhen Qu, Gholamreza Haffari

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