Two Knives Cut Better Than One: Chinese Word Segmentation with Dual Decomposition

no code implementations • ACL 2014 • Mengqiu Wang, Rob Voigt, Christopher D. Manning

Chinese Word Segmentation Machine Translation

Cross-lingual Projected Expectation Regularization for Weakly Supervised Learning

no code implementations • TACL 2014 • Mengqiu Wang, Christopher D. Manning

We consider a multilingual weakly supervised learning scenario where knowledge from annotated corpora in a resource-rich language is transferred via bitext to guide the learning in other languages.

NER Weakly-supervised Learning

Cross-lingual Pseudo-Projected Expectation Regularization for Weakly Supervised Learning

no code implementations • 6 Oct 2013 • Mengqiu Wang, Christopher D. Manning

We consider a multilingual weakly supervised learning scenario where knowledge from annotated corpora in a resource-rich language is transferred via bitext to guide the learning in other languages.

NER Weakly-supervised Learning

Feature Noising for Log-Linear Structured Prediction

no code implementations • EMNLP 2013 • Sida Wang, Mengqiu Wang, Stefan Wager, Percy Liang, Christopher D. Manning

Structured Prediction Text Classification

Learning a Product of Experts with Elitist Lasso

no code implementations • IJCNLP 2013 • Mengqiu Wang, Christopher D. Manning

Named Entity Recognition (NER)

Effect of Non-linear Deep Architecture in Sequence Labeling

no code implementations • IJCNLP 2013 • Mengqiu Wang, Christopher D. Manning

Chunking Named Entity Recognition (NER) +2

Learning Biological Processes with Global Constraints

no code implementations • EMNLP 2013 • Aju Thalappillil Scaria, Jonathan Berant, Mengqiu Wang, Peter Clark, Justin Lewis, Brittany Harding, Christopher D. Manning

Question Answering

Joint Word Alignment and Bilingual Named Entity Recognition Using Dual Decomposition

no code implementations • ACL 2013 • Mengqiu Wang, Wanxiang Che, Christopher D. Manning

Machine Translation named-entity-recognition +4

Named Entity Recognition with Bilingual Constraints

no code implementations • NAACL 2013 • Wanxiang Che, Mengqiu Wang, Christopher D. Manning, Ting Liu

Machine Translation named-entity-recognition +2

Stanford: Probabilistic Edit Distance Metrics for STS

no code implementations • SEMEVAL 2012 • Mengqiu Wang, Daniel Cer

Machine Translation Natural Language Inference +2

Probabilistic Finite State Machines for Regression-based MT Evaluation

no code implementations • EMNLP 2012 • Mengqiu Wang, Christopher D. Manning

Machine Translation Natural Language Inference +1

SPEDE: Probabilistic Edit Distance Metrics for MT Evaluation

no code implementations • WS 2012 • Mengqiu Wang, Christopher Manning

Machine Translation