Title
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 27 235 0 29 Jun 2021
A Survey of Transformers Tianyang Lin Yuxin Wang Xiangyang Liu Xipeng Qiu ViT 32 1,087 0 08 Jun 2021
Luna: Linear Unified Nested Attention Xuezhe Ma Xiang Kong Sinong Wang Chunting Zhou Jonathan May Hao Ma Luke Zettlemoyer 25 114 0 03 Jun 2021
Transformers are Deep Infinite-Dimensional Non-Mercer Binary Kernel Machines Matthew A. Wright Joseph E. Gonzalez 23 20 0 02 Jun 2021
Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models Felix Stahlberg Shankar Kumar SyDa 11 94 0 27 May 2021
TranSmart: A Practical Interactive Machine Translation System Guoping Huang Lemao Liu Xing Wang Longyue Wang Huayang Li Zhaopeng Tu Chengyang Huang Shuming Shi 16 32 0 27 May 2021
Rethinking Skip Connection with Layer Normalization in Transformers and ResNets Fenglin Liu Xuancheng Ren Zhiyuan Zhang Xu Sun Yuexian Zou AI4CE 14 67 0 15 May 2021
Spelling Correction with Denoising Transformer Alexandr Kuznetsov Hector Urdiales 16 18 0 12 May 2021
Hierarchical RNNs-Based Transformers MADDPG for Mixed Cooperative-Competitive Environments Xiaolong Wei Lifang Yang Xianglin Huang Gang Cao Zhulin Tao Zhengyang Du Jing An 21 6 0 11 May 2021
EL-Attention: Memory Efficient Lossless Attention for Generation Yu Yan Jiusheng Chen Weizhen Qi Nikhil Bhendawade Yeyun Gong Nan Duan Ruofei Zhang VLM 18 6 0 11 May 2021
Billion-scale Pre-trained E-commerce Product Knowledge Graph Model Wen Zhang Chi-Man Wong Ganqiang Ye Bo Wen Wei Zhang Huajun Chen 6 21 0 02 May 2021
A Simple and Effective Positional Encoding for Transformers Pu-Chin Chen Henry Tsai Srinadh Bhojanapalli Hyung Won Chung Yin-Wen Chang Chun-Sung Ferng 59 62 0 18 Apr 2021
Sync-Switch: Hybrid Parameter Synchronization for Distributed Deep Learning Shijian Li Oren Mangoubi Lijie Xu Tian Guo 24 15 0 16 Apr 2021
Counter-Interference Adapter for Multilingual Machine Translation Yaoming Zhu Jiangtao Feng Chengqi Zhao Mingxuan Wang Lei Li 17 57 0 16 Apr 2021
First the worst: Finding better gender translations during beam search D. Saunders Rosie Sallis Bill Byrne 11 27 0 15 Apr 2021
WHOSe Heritage: Classification of UNESCO World Heritage "Outstanding Universal Value" Documents with Soft Labels Nan Bai Renqian Luo Pirouz Nourian A. Roders 21 6 0 12 Apr 2021
Extended Parallel Corpus for Amharic-English Machine Translation A. Gezmu A. Nürnberger T. Bati 6 16 0 08 Apr 2021
Sample size estimation for comparing dynamic treatment regimens in a SMART: a Monte Carlo-based approach and case study with longitudinal overdispersed count outcomes Jamie Yap John J. Dziak David Kabiito Claire Babirye J. McKay Bibhas Chakraborty J. Nakatumba‐Nabende 11 0 0 31 Mar 2021
FastMoE: A Fast Mixture-of-Expert Training System Jiaao He J. Qiu Aohan Zeng Zhilin Yang Jidong Zhai Jie Tang ALM MoE 22 94 0 24 Mar 2021
Full Page Handwriting Recognition via Image to Sequence Extraction Sumeet S. Singh Sergey Karayev 19 53 0 11 Mar 2021
Hurdles to Progress in Long-form Question Answering Kalpesh Krishna Aurko Roy Mohit Iyyer 20 192 0 10 Mar 2021
Do Transformer Modifications Transfer Across Implementations and Applications? Sharan Narang Hyung Won Chung Yi Tay W. Fedus Thibault Févry ... Wei Li Nan Ding Jake Marcus Adam Roberts Colin Raffel 25 126 0 23 Feb 2021
VisuoSpatial Foresight for Physical Sequential Fabric Manipulation Ryan Hoque Daniel Seita Ashwin Balakrishna Aditya Ganapathi A. Tanwani Nawid Jamali K. Yamane Soshi Iba Ken Goldberg 12 36 0 19 Feb 2021
A Deep Adversarial Model for Suffix and Remaining Time Prediction of Event Sequences Farbod Taymouri M. Rosa S. Erfani 19 25 0 15 Feb 2021
MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records Zhen Xu David R. So Andrew M. Dai Mamba 58 51 0 03 Feb 2021
Automated Query Reformulation for Efficient Search based on Query Logs From Stack Overflow Kaibo Cao Chunyang Chen Sebastian Baltes Christoph Treude Xiang Chen 22 60 0 01 Feb 2021
TextBox: A Unified, Modularized, and Extensible Framework for Text Generation Junyi Li Tianyi Tang Gaole He Jinhao Jiang Xiaoxuan Hu Puzhao Xie Zhipeng Chen Zhuohao Yu Wayne Xin Zhao Ji-Rong Wen 37 25 0 06 Jan 2021
Neural Machine Translation: A Review of Methods, Resources, and Tools Zhixing Tan Shuo Wang Zonghan Yang Gang Chen Xuancheng Huang Maosong Sun Yang Liu 3DV AI4TS 15 105 0 31 Dec 2020
Why Neural Machine Translation Prefers Empty Outputs Xing Shi Yijun Xiao Kevin Knight AAML 17 9 0 24 Dec 2020
*-CFQ: Analyzing the Scalability of Machine Learning on a Compositional Task Dmitry Tsarkov Tibor Tihon Nathan Scales Nikola Momchev Danila Sinopalnikov Nathanael Scharli 16 17 0 15 Dec 2020
MSVD-Turkish: A Comprehensive Multimodal Dataset for Integrated Vision and Language Research in Turkish Begum Citamak Ozan Caglayan Menekse Kuyu Erkut Erdem Aykut Erdem Pranava Madhyastha Lucia Specia 23 8 0 13 Dec 2020
Attentional-Biased Stochastic Gradient Descent Q. Qi Yi Tian Xu R. L. Jin W. Yin Tianbao Yang ODL 26 12 0 13 Dec 2020
Cross-lingual Transfer of Abstractive Summarizer to Less-resource Language Aleš Žagar Marko Robnik-Šikonja 25 9 0 08 Dec 2020
ConVEx: Data-Efficient and Few-Shot Slot Labeling Matthew Henderson Ivan Vulić CLIP VLM 20 38 0 22 Oct 2020
CUNI Systems for the Unsupervised and Very Low Resource Translation Task in WMT20 Ivana Kvapilíková Tom Kocmi Ondrej Bojar 12 5 0 22 Oct 2020
Detecting ESG topics using domain-specific language models and data augmentation approaches Timothy Nugent N. Stelea Jochen L. Leidner 20 13 0 16 Oct 2020
Semantic Label Smoothing for Sequence to Sequence Problems Michal Lukasik Himanshu Jain A. Menon Seungyeon Kim Srinadh Bhojanapalli Felix X. Yu Sanjiv Kumar AI4TS 17 18 0 15 Oct 2020
Addressing Exposure Bias With Document Minimum Risk Training: Cambridge at the WMT20 Biomedical Translation Task Danielle Saunders Bill Byrne 13 10 0 11 Oct 2020
fairseq S2T: Fast Speech-to-Text Modeling with fairseq Changhan Wang Yun Tang Xutai Ma Anne Wu Sravya Popuri Dmytro Okhonko J. Pino VLM LRM 14 264 0 11 Oct 2020
On Task-Level Dialogue Composition of Generative Transformer Model Prasanna Parthasarathi Arvind Neelakantan Sharan Narang 12 2 0 09 Oct 2020
Query-Key Normalization for Transformers Alex Henry Prudhvi Raj Dachapally S. Pawar Yuxuan Chen 17 75 0 08 Oct 2020
Improving Sequential Latent Variable Models with Autoregressive Flows Joseph Marino Lei Chen Jiawei He Stephan Mandt BDL AI4TS 30 12 0 07 Oct 2020
Why Skip If You Can Combine: A Simple Knowledge Distillation Technique for Intermediate Layers Yimeng Wu Peyman Passban Mehdi Rezagholizade Qun Liu MoE 15 34 0 06 Oct 2020
Code to Comment "Translation": Data, Metrics, Baselining & Evaluation David Gros Hariharan Sezhiyan Prem Devanbu Zhou Yu 45 68 0 03 Oct 2020
Expectigrad: Fast Stochastic Optimization with Robust Convergence Properties Brett Daley Chris Amato ODL 11 4 0 03 Oct 2020
Seq2Edits: Sequence Transduction Using Span-level Edit Operations Felix Stahlberg Shankar Kumar BDL 20 82 0 23 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 31 79 0 17 Sep 2020
A Computational-Graph Partitioning Method for Training Memory-Constrained DNNs Fareed Qararyah M. Wahib Douga Dikbayir M. E. Belviranli D. Unat 17 8 0 19 Aug 2020
Adaptable Multi-Domain Language Model for Transformer ASR Taewoo Lee Min-Joong Lee Tae Gyoon Kang Seokyeong Jung Minseok Kwon ... Ho-Gyeong Kim Jiseung Jeong Jihyun Lee Hosik Lee Y. S. Choi 6 17 0 14 Aug 2020
End-to-End Neural Transformer Based Spoken Language Understanding Martin H. Radfar Athanasios Mouchtaris Siegfried Kunzmann 39 61 0 12 Aug 2020