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Demystify Optimization Challenges in Multilingual Transformers


Apr 20, 2021
Xian Li, Hongyu Gong


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Adaptive Sparse Transformer for Multilingual Translation


Apr 15, 2021
Hongyu Gong, Xian Li, Dmitriy Genzel


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From Solving a Problem Boldly to Cutting the Gordian Knot: Idiomatic Text Generation


Apr 13, 2021
Jianing Zhou, Hongyu Gong, Suma Bhat


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Self-Supervised Euphemism Detection and Identification for Content Moderation


Mar 31, 2021
Wanzheng Zhu, Hongyu Gong, Rohan Bansal, Zachary Weinberg, Nicolas Christin, Giulia Fanti, Suma Bhat

* 18 pages, 5 figures, 10 tables, 42nd IEEE Symposium on Security & Privacy (2021) 

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Enriching Word Embeddings with Temporal and Spatial Information


Oct 02, 2020
Hongyu Gong, Suma Bhat, Pramod Viswanath


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Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension


May 19, 2020
Hongyu Gong, Yelong Shen, Dian Yu, Jianshu Chen, Dong Yu


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FUSE: Multi-Faceted Set Expansion by Coherent Clustering of Skip-grams


Oct 22, 2019
Wanzheng Zhu, Hongyu Gong, Jiaming Shen, Chao Zhang, Jingbo Shang, Suma Bhat, Jiawei Han


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PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space


Sep 25, 2019
Omer Anjum, Hongyu Gong, Suma Bhat, Wen-Mei Hwu, Jinjun Xiong


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WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia


Jul 16, 2019
Holger Schwenk, Vishrav Chaudhary, Shuo Sun, Hongyu Gong, Francisco Guzmán

* 13 pages, 3 figures, 6 tables 

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Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus


Apr 08, 2019
Hongyu Gong, Suma Bhat, Lingfei Wu, Jinjun Xiong, Wen-mei Hwu


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Document Similarity for Texts of Varying Lengths via Hidden Topics


Mar 26, 2019
Hongyu Gong, Tarek Sakakini, Suma Bhat, Jinjun Xiong


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Context-Sensitive Malicious Spelling Error Correction


Jan 23, 2019
Hongyu Gong, Yuchen Li, Suma Bhat, Pramod Viswanath


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Embedding Syntax and Semantics of Prepositions via Tensor Decomposition


May 23, 2018
Hongyu Gong, Suma Bhat, Pramod Viswanath


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Prepositions in Context


Feb 05, 2017
Hongyu Gong, Jiaqi Mu, Suma Bhat, Pramod Viswanath


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Geometry of Compositionality


Nov 29, 2016
Hongyu Gong, Suma Bhat, Pramod Viswanath


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