Xin Sheng

5 papers · 2019–2022 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

AAAI (3) COLING (1) NAACL (1)

Top co-authors

Linli Xu (5) Junliang Guo (3) Yinlong Xu (3) Bo Ren (3) Deqiang Jiang (2) Jingchang Liu (2) Changcun Bao (1) Jiquan Li (1) Yongxin Zhu (1) Ruoyu Zhao (1)

Research topics

Machine Learning (4) Natural Language Processing (4) Generation (3) Deep Learning (2) Applications (2) Architectures (2) Learning Types (2) Core Methods (1) Models (1) Optimization & Theory (1)

Keywords

generative adversarial network (2) contrastive learning (1) natural language processing (1) grammatical error correction (1) neural machine translation (1) text generation (1) sequence tagging (1) semantic consistency (1) variance reduction (1) action prediction (1) generative model (1) proximal operator (1) latent variable (1) variational autoencoder (1) adaptive step size (1) text embedding (1) siamese network (1) edit operation (1) abstractive text summarization (1) introspective training (1)

Papers

CoCGAN: Contrastive Learning for Adversarial Category Text Generation COLING 2022 Semantic-Preserving Abstractive Text Summarization with Siamese Generative Adversarial Net NAACL 2022 Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence Generation AAAI 2022 IntroVNMT: An Introspective Model for Variational Neural Machine Translation AAAI 2020 Adaptive Proximal Average Based Variance Reducing Stochastic Methods for Optimization with Composite Regularization AAAI 2019