Sharon Fogel, Hadar Averbuch-Elor, Sarel Cohen and

Shai Mazor, Roee Litman

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gan, semi-supervised, domain-adaptation, handwriting, generative, unlabeled, transfer learning, ocr, text, augmentation

Tianxiao Shen, Jonas Mueller, Regina Barzilay, Tommi Jaakkola

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Deep Learning - Generative Models and Autoencoders

Morteza Rezanejad, Sidharth Gupta, Chandra Gummaluru and

Ryan Marten, John Wilder, Michael Gruninger, Dirk B. Walther

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Image Completion, Inpainting, Perceptual Grouping, Stochastic Completion Fields, Contour Completion, Good Continuation, Perceptual Organisation

Li Zhang, Huaiyu Zhu, Siddhartha Brahma, Yunyao Li

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

Xiaomian Kang, Yang Zhao, Jiajun Zhang, Chengqing Zong

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document-level translation, translations, document-level model, selection module

Akhil Kedia, Sai Chetan Chinthakindi

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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

Michal Lukasik, Himanshu Jain, Aditya Menon and

Seungyeon Kim, Srinadh Bhojanapalli, Felix Yu, Sanjiv Kumar

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classification, label de-noising, seqseq settings, machine translation

Lis Pereira, Xiaodong Liu, Fei Cheng and

Masayuki Asahara, Ichiro Kobayashi

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Ye Qian, Yuyang Wang, Feng Su

Keywords Abstract Paper

text recognition, image enhancement, spatial rectification, end-to-end, scene text

Pierre Dognin, Igor Melnyk, Inkit Padhi and

Cicero Nogueira dos Santos, Payel Das

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kb conversion, dual approach, generative models, weak supervision

Michele Bevilacqua, Marco Maru, Roberto Navigli

Keywords Abstract Paper

generative modeling, definition modeling, discriminative tasks, word disambiguation

George Retsinas, Giorgos Sfikas, Christophoros Nikou, Petros Maragos

Keywords Abstract Paper

keyword spotting, handwritten text recognition, sequence-to-sequence

Amirhossein Kazemnejad, Mohammadreza Salehi, Mahdieh Soleymani Baghshah

Keywords Abstract Paper

Paraphrase Generation, Neural sequence, sequence generation, retrieval-based method

Pedro Henrique Martins, Zita Marinho, André F. T. Martins

Keywords Abstract Paper

story completion, dialogue generation, text generators, language models

Yichong Leng, Xu Tan, Linchen Zhu and

Jin Xu, Renqian Luo, Linquan Liu, Tao Qin, Xiangyang Li, Edward Lin, Tie-Yan Liu

Keywords Abstract Paper

Bowen Li, Taeuk Kim, Reinald Kim Amplayo, Frank Keller

Keywords Abstract Paper

Jonathan Mallinson, Rico Sennrich, Mirella Lapata

Keywords Abstract Paper

sentence simplification, translation, simplification, encoder-decoder models

Philippe Laban, Andrew Hsi, John Canny, Marti A. Hearst

Keywords Abstract Paper

unsupervised summarization, coverage model, unsupervised procedure, fluency model

Lingpeng Kong, Cyprien de Masson d'Autume, Lei Yu and

Wang Ling, Zihang Dai, Dani Yogatama

Keywords Abstract Paper

Gustavo Hernandez Abrego, Bowen Liang, Wei Wang and

Zarana Parekh, Yinfei Yang, Yunhsuan Sung

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Beliz Gunel, Jingfei Du, Alexis Conneau, Veselin Stoyanov

Keywords Abstract Paper

supervised contrastive learning, pre-trained language model fine-tuning, natural language understanding, generalization, few-shot learning, robustness

Yi Ren, Shangmin Guo, Matthieu Labeau and

Shay B. Cohen, Simon Kirby

Keywords Abstract Paper

Compositionality, Multi-agent, Emergent language, Iterated learning

Trapit Bansal, Rishikesh Jha, Tsendsuren Munkhdalai, Andrew McCallum

Keywords Abstract Paper

nlp applications, fine-tuning, meta-learning problem, supervised tasks

Lucio Dery, Yann Dauphin, David Grangier

Keywords Abstract Paper

multitask learning, deeplearning, pre-training, gradient decomposition

Zirui Wang, Zachary C. Lipton, Yulia Tsvetkov

Keywords Abstract Paper

multilingual models, meta-learning algorithm, multilingual representations, negative interference

Edoardo Barba, Luigi Procopio, Caterina Lacerra and

Tommaso Pasini, Roberto Navigli

Keywords Abstract Paper

Natural Language Processing, Natural Language Semantics, Resources and Evaluation

Nils Reimers, Iryna Gurevych

Keywords Abstract Paper

training, sentence models, monolingual models, monolingual model

Caterina Lacerra, Tommaso Pasini, Rocco Tripodi, Roberto Navigli

Keywords Abstract Paper

Natural Language Processing, Natural Language Semantics, Resources and Evaluation

Wenxuan Zhou, Bill Yuchen Lin, Xiang Ren

Keywords Abstract Paper

Asya Grechka, jean Francois Goudou, Matthieu Cord

Keywords Abstract Paper

gan inversion, gan, stylegan2, gan editing, image editing, gan projection, stylegan, semantic editing, latent space manipulation, latent editing

Charles-Olivier Dufresne Camaro, Morteza Rezanejad, Stavros Tsogkas and

Kaleem Siddiqi, Sven Dickinson

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appearance-based medial axes, shock graphs, perceptual grouping, mid-level vision, unsupervised extraction

Bingchen Liu, Yizhe Zhu, Kunpeng Song, Ahmed Elgammal

Keywords Abstract Paper

Nikolaos Pappas, Phoebe Mulcaire, Noah A. Smith

Keywords Abstract Paper

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

Yassine Ouali, Céline Hudelot, Myriam Tami

Keywords Abstract Paper

semantic segmentation, semi-supervised learning, consistency training, semi-supervised semantic segmentation

Jingjing Li, Zichao Li, Lili Mou and

Xin Jiang, Michael Lyu, Irwin King

Keywords Abstract Paper

Bosheng Ding, Linlin Liu, Lidong Bing and

Canasai Kruengkrai, Thien Hai Nguyen, Shafiq Joty, Luo Si, Chunyan Miao

Keywords Abstract Paper

machine learning, generalization, low-resource tasks, named recognition

Lianbo Zhang, Shaoli Huang, Wei Liu

Keywords Abstract Paper

Talita Anthonio, Michael Roth

Keywords Abstract Paper

Yu Zhang, Gongbo Liang, Nathan Jacobs

Keywords Abstract Paper

domain adaptation, semi-supervised learning, image classification, memory bank, feature alignment