Evaluation of machine translation and its evaluation. - Joseph P. Turian; Luke Shen; I. Dan Melamed (MTSummit, 2003)

Precision and Recall of Machine Translation. - I. Dan Melamed; Ryan Green; Joseph P. Turian (HLT-NAACL, 2003)

Constituent Parsing by Classification. - Joseph P. Turian; I. Dan Melamed (IWPT, 2005)

Advances in Discriminative Parsing. - Joseph P. Turian; I. Dan Melamed (ACL, 2006)

Scalable Purely-Discriminative Training for Word and Tree Transducers. - Benjamin Wellington; Joseph P. Turian; Chris Pike; I. Dan Melamed (AMTA, 2006)

Scalable Discriminative Learning for Natural Language Parsing and Translation. - Joseph P. Turian; Benjamin Wellington; I. Dan Melamed (NIPS, 2006)

Constituent Parsing by Classification. - Joseph P. Turian (2007)

Quadratic Features and Deep Architectures for Chunking. - Joseph P. Turian; James Bergstra; Yoshua Bengio (HLT-NAACL (Short Papers), 2009)

Word Representations: A Simple and General Method for Semi-Supervised Learning. - Joseph P. Turian; Lev-Arie Ratinov; Yoshua Bengio (ACL, 2010)

Theano: A CPU and GPU Math Compiler in Python. - James Bergstra; Olivier Breuleux; Frédéric Bastien; Pascal Lamblin; Razvan Pascanu; Guillaume Desjardins; Joseph P. Turian; David Warde-Farley; Yoshua Bengio (SciPy, 2010)

Tractable Multivariate Binary Density Estimation and the Restricted Boltzmann Forest. - Hugo Larochelle; Yoshua Bengio; Joseph P. Turian (Neural Comput., 2010)

Theano: A Python framework for fast computation of mathematical expressions. - Rami Al-Rfou; Guillaume Alain; Amjad Almahairi; Christof Angermüller; Dzmitry Bahdanau; Nicolas Ballas; Frédéric Bastien; Justin Bayer; Anatoly Belikov; Alexander Belopolsky; Yoshua Bengio; Arnaud Bergeron; et al. (CoRR, 2016)

Experience Grounds Language. - Yonatan Bisk; Ari Holtzman; Jesse Thomason; Jacob Andreas; Yoshua Bengio; Joyce Chai; Mirella Lapata; Angeliki Lazaridou; Jonathan May; Aleksandr Nisnevich; Nicolas Pinto; Joseph P. Turian (EMNLP (1), 2020)