Mixture Models for Diverse Machine Translation: Tricks of the Trade

20 February 2019

Papers citing "Mixture Models for Diverse Machine Translation: Tricks of the Trade"

34 / 34 papers shown

Title
RepCali: High Efficient Fine-tuning Via Representation Calibration in Latent Space for Pre-trained Language Models Fujun Zhang Xiangdong Su 31 0 0 13 May 2025
(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts Minghao Wu Jiahao Xu Yulin Yuan Gholamreza Haffari Longyue Wang Weihua Luo Kaifu Zhang LLMAG 119 22 0 20 May 2024
Mixture of partially linear experts Yeongsan Hwang Byungtae Seo Sangkon Oh 18 0 0 05 May 2024
Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning Tianhui Zhang Bei Peng Danushka Bollegala LRM 27 7 0 25 Apr 2024
MAD Speech: Measures of Acoustic Diversity of Speech Matthieu Futeral A. Agostinelli Marco Tagliasacchi Neil Zeghidour Eugene Kharitonov 51 1 0 16 Apr 2024
AmbigNLG: Addressing Task Ambiguity in Instruction for NLG Ayana Niwa Hayate Iso 36 4 0 27 Feb 2024
Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding Yuu Jinnai Ukyo Honda Tetsuro Morimura Peinan Zhang 31 6 0 10 Jan 2024
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning Amey P. Pasarkar Adji Bousso Dieng 27 11 0 19 Oct 2023
Diversifying the Mixture-of-Experts Representation for Language Models with Orthogonal Optimizer Boan Liu Liang Ding Li Shen Keqin Peng Yu Cao Dazhao Cheng Dacheng Tao MoE 36 7 0 15 Oct 2023
Teacher-Student Architecture for Knowledge Distillation: A Survey Chengming Hu Xuan Li Danyang Liu Haolun Wu Xi Chen Ju Wang Xue Liu 21 16 0 08 Aug 2023
Natural Language Generation for Advertising: A Survey Soichiro Murakami Sho Hoshino Peinan Zhang 14 10 0 22 Jun 2023
Adversarial Clean Label Backdoor Attacks and Defenses on Text Classification Systems Ashim Gupta Amrith Krishna AAML 22 16 0 31 May 2023
Multipath agents for modular multitask ML systems Andrea Gesmundo 28 1 0 06 Feb 2023
Best- $k$ Search Algorithm for Neural Text Generation Jiacheng Xu Caiming Xiong Silvio Savarese Yingbo Zhou 35 5 0 22 Nov 2022
DeepGen: Diverse Search Ad Generation and Real-Time Customization Konstantin Golobokov Junyi Chai Victor Ye Dong Mandy Gu Bingyu Chi Jie Cao Yulan Yan Yi Liu 23 8 0 06 Aug 2022
Learning to Diversify for Product Question Generation Haggai Roitman Uriel Singer Yotam Eshel A. Nus E. Kiperwasser 16 1 0 06 Jul 2022
Exploring Diversity in Back Translation for Low-Resource Machine Translation Laurie Burchell Alexandra Birch Kenneth Heafield 29 15 0 01 Jun 2022
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation Shashi Narayan Gonccalo Simoes Yao-Min Zhao Joshua Maynez Dipanjan Das Michael Collins Mirella Lapata 29 30 0 28 Mar 2022
Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts W. Yu Chenguang Zhu Lianhui Qin Zhihan Zhang Tong Zhao Meng Jiang LRM 25 31 0 14 Mar 2022
EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine Translation Yulin Xu Zhen Yang Fandong Meng JieZhou 25 3 0 04 Mar 2022
WeTS: A Benchmark for Translation Suggestion Zhen Yang Fandong Meng Yingxue Zhang Ernan Li Jie Zhou VLM 19 11 0 11 Oct 2021
Taming Sparsely Activated Transformer with Stochastic Experts Simiao Zuo Xiaodong Liu Jian Jiao Young Jin Kim Hany Hassan Ruofei Zhang T. Zhao Jianfeng Gao MoE 39 108 0 08 Oct 2021
Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy Shaolei Zhang Yang Feng MoE 20 39 0 11 Sep 2021
Mixup Decoding for Diverse Machine Translation Jicheng Li Pengzhi Gao Xuanfu Wu Yang Feng Zhongjun He Hua-Hong Wu Haifeng Wang 30 14 0 08 Sep 2021
Mixed SIGNals: Sign Language Production via a Mixture of Motion Primitives Ben Saunders Necati Cihan Camgöz Richard Bowden SLR 27 50 0 23 Jul 2021
multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning Swarnadeep Saha Prateek Yadav Joey Tianyi Zhou ReLM LRM 16 26 0 02 Jun 2021
Data Expansion using Back Translation and Paraphrasing for Hate Speech Detection D. Beddiar Md Saroar Jahan Mourad Oussalah 19 82 0 25 May 2021
CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images Shailaja Keyur Sampat Akshay Kumar Yezhou Yang Chitta Baral 21 26 0 13 Apr 2021
Attention Forcing for Machine Translation Qingyun Dou Yiting Lu Potsawee Manakul Xixin Wu Mark J. F. Gales 23 7 0 02 Apr 2021
Graph Classification by Mixture of Diverse Experts Fenyu Hu Liping Wang Shu Wu Liang Wang Tieniu Tan 39 10 0 29 Mar 2021
Supporting Clustering with Contrastive Learning Dejiao Zhang Feng Nan Xiaokai Wei Shang-Wen Li Henghui Zhu Kathleen McKeown Ramesh Nallapati Andrew O. Arnold Bing Xiang SSL 41 195 0 24 Mar 2021
Few-shot Sequence Learning with Transformers Lajanugen Logeswaran Ann Lee Myle Ott Honglak Lee MarcÁurelio Ranzato Arthur Szlam ViT 31 12 0 17 Dec 2020
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding Dmitry Lepikhin HyoukJoong Lee Yuanzhong Xu Dehao Chen Orhan Firat Yanping Huang M. Krikun Noam M. Shazeer Z. Chen MoE 20 1,106 0 30 Jun 2020
Learning to Make Generalizable and Diverse Predictions for Retrosynthesis Benson Chen T. Shen Tommi Jaakkola Regina Barzilay 16 46 0 21 Oct 2019