Classification-based Quality Estimation: Small and Efficient Models for
Real-world Applications

Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications

17 September 2021

Ahmed El-Kishky

Vishrav Chaudhary

Francisco Guzmán

Papers citing "Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications"

13 / 13 papers shown

Title
TransQuest: Translation Quality Estimation with Cross-lingual Transformers Tharindu Ranasinghe Constantin Orasan R. Mitkov ViT 41 109 0 01 Nov 2020
TransQuest at WMT2020: Sentence-Level Direct Assessment Tharindu Ranasinghe Constantin Orasan R. Mitkov 49 42 0 11 Oct 2020
XtremeDistil: Multi-stage Distillation for Massive Multilingual Models Subhabrata Mukherjee Ahmed Hassan Awadallah 44 57 0 12 Apr 2020
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers Wenhui Wang Furu Wei Li Dong Hangbo Bao Nan Yang Ming Zhou VLM 97 1,230 0 25 Feb 2020
CCAligned: A Massive Collection of Cross-Lingual Web-Document Pairs Ahmed El-Kishky Vishrav Chaudhary Francisco Guzman Philipp Koehn 77 199 0 10 Nov 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 166 6,496 0 05 Nov 2019
Knowledge Distillation from Internal Representations Gustavo Aguilar Yuan Ling Yu Zhang Benjamin Yao Xing Fan Edward Guo 54 179 0 08 Oct 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 143 7,437 0 02 Oct 2019
TinyBERT: Distilling BERT for Natural Language Understanding Xiaoqi Jiao Yichun Yin Lifeng Shang Xin Jiang Xiao Chen Linlin Li F. Wang Qun Liu VLM 65 1,847 0 23 Sep 2019
Small and Practical BERT Models for Sequence Labeling Henry Tsai Jason Riesa Melvin Johnson N. Arivazhagan Xin Li Amelia Archer VLM 41 121 0 31 Aug 2019
Unbabel's Participation in the WMT19 Translation Quality Estimation Shared Task Fabio Kepler Jonay Trénous Marcos Vinícius Treviso M. Vera António Góis M. Amin Farajian António Vilarinho Lopes André F. T. Martins 57 58 0 24 Jul 2019
Are Sixteen Heads Really Better than One? Paul Michel Omer Levy Graham Neubig MoE 90 1,051 0 25 May 2019
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 200 2,830 0 11 Jun 2018