Quality Estimation for Automatically Generated Titles of eCommerce Browse Pages

no code implementations • NAACL 2018 • Nicola Ueffing, Jos{\'e} G. C. de Souza, Gregor Leusch

In this paper, we present different approaches: The first one is a Random Forest (RF) model that explores hand-crafted, robust features, which are a mix of established features commonly used in Machine Translation Quality Estimation (MTQE) and new features developed specifically for our task.

Machine Translation Translation

Multi-lingual neural title generation for e-Commerce browse pages

no code implementations • NAACL 2018 • Prashant Mathur, Nicola Ueffing, Gregor Leusch

These browse pages require a title describing the content of the page.

Transfer Learning

Generating titles for millions of browse pages on an e-Commerce site

no code implementations • WS 2017 • Prashant Mathur, Nicola Ueffing, Gregor Leusch

We present two approaches to generate titles for browse pages in five different languages, namely English, German, French, Italian and Spanish.

Automatic Post-Editing Question Answering +2

Selective Combination of Pivot and Direct Statistical Machine Translation Models

no code implementations • IJCNLP 2013 • Ahmed El Kholy, Nizar Habash, Gregor Leusch, Evgeny Matusov, Hassan Sawaf

Machine Translation Translation

Language Independent Connectivity Strength Features for Phrase Pivot Statistical Machine Translation

no code implementations • ACL 2013 • Ahmed El Kholy, Nizar Habash, Gregor Leusch, Evgeny Matusov, Hassan Sawaf

Machine Translation Sentence +1

Omnifluent English-to-French and Russian-to-English Systems for the 2013 Workshop on Statistical Machine Translation

no code implementations • WS 2013 • Evgeny Matusov, Gregor Leusch

Machine Translation Spelling Correction +1

Review of Hypothesis Alignment Algorithms for MT System Combination via Confusion Network Decoding

no code implementations • WS 2012 • Antti-Veikko Rosti, Xiaodong He, Damianos Karakos, Gregor Leusch, Yuan Cao, Markus Freitag, Spyros Matsoukas, Hermann Ney, Jason Smith, Bing Zhang

Machine Translation