Boosting trees for clause splitting. - Xavier Carreras; Lluís Màrquez (CoNLL, 2001)

Boosting Trees for Anti-Spam Email Filtering - Xavier Carreras; Lluís Màrquez (CoRR, 2001)

Named Entity Extraction using AdaBoost. - Xavier Carreras; Lluís Màrquez; Lluís Padró 001 (CoNLL, 2002)

Learning and Inference for Clause Identification. - Xavier Carreras; Lluís Màrquez; Vasin Punyakanok; Dan Roth 001 (ECML, 2002)

Wide-Coverage Spanish Named Entity Extraction. - Xavier Carreras; Lluís Màrquez; Lluís Padró 001 (IBERAMIA, 2002)

A Flexible Distributed Architecture for Natural Language Analyzers. - Xavier Carreras; Lluís Padró 001 (LREC, 2002)

A Proposal for Wide-Coverage Spanish Named Entity Recognition. - Montse Arévalo; Xavier Carreras; Lluís Màrquez; Maria Antònia Martí; Lluís Padró 001; María José Simón (Proces. del Leng. Natural, 2002)

Low-cost Named Entity Classification for Catalan: Exploiting Multilingual Resources and Unlabeled Data. - Lluís Màrquez; Adrià de Gispert; Xavier Carreras; Lluís Padró 001 (NER@ACL, 2003)

A Simple Named Entity Extractor using AdaBoost. - Xavier Carreras; Lluís Màrquez; Lluís Padró 001 (CoNLL, 2003)

Learning a Perceptron-Based Named Entity Chunker via Online Recognition Feedback. - Xavier Carreras; Lluís Màrquez; Lluís Padró 001 (CoNLL, 2003)

Named Entity Recognition For Catalan Using Only Spanish Resources and Unlabelled Data. - Xavier Carreras; Lluís Màrquez; Lluís Padró 001 (EACL, 2003)

Online Learning via Global Feedback for Phrase Recognition. - Xavier Carreras; Lluís Màrquez (NIPS, 2003)

Phrase recognition by filtering and ranking with perceptrons. - Xavier Carreras; Lluís Màrquez (RANLP, 2003)

Introduction to the CoNLL-2004 Shared Task: Semantic Role Labeling. - Xavier Carreras; Lluís Màrquez (CoNLL, 2004)

Hierarchical Recognition of Propositional Arguments with Perceptrons. - Xavier Carreras; Lluís Màrquez; Grzegorz Chrupala (CoNLL, 2004)

Exploiting diversity of margin-based classifiers. - Enrique Romero; Xavier Carreras; Lluís Màrquez (IJCNN, 2004)

FreeLing: An Open-Source Suite of Language Analyzers. - Xavier Carreras; Isaac Chao; Lluís Padró 001; Muntsa Padró (LREC, 2004)

Margin maximization with feed-forward neural networks: a comparative study with SVM and AdaBoost. - Enrique Romero; Lluís Màrquez; Xavier Carreras (Neurocomputing, 2004)

Introduction to the CoNLL-2005 Shared Task: Semantic Role Labeling. - Xavier Carreras; Lluís Màrquez (CoNLL, 2005)

Filtering-Ranking Perceptron Learning for Partial Parsing. - Xavier Carreras; Lluís Màrquez; C. Jorge Castro (Mach. Learn., 2005)

Projective Dependency Parsing with Perceptron. - Xavier Carreras; Mihai Surdeanu; Lluís Màrquez (CoNLL, 2006)

Experiments with a Higher-Order Projective Dependency Parser. - Xavier Carreras (EMNLP-CoNLL, 2007)

Structured Prediction Models via the Matrix-Tree Theorem. - Terry Koo; Amir Globerson; Xavier Carreras; Michael Collins 001 (EMNLP-CoNLL, 2007)

Exponentiated gradient algorithms for log-linear structured prediction. - Amir Globerson; Terry Koo; Xavier Carreras; Michael Collins 001 (ICML, 2007)

Combination Strategies for Semantic Role Labeling. - Mihai Surdeanu; Lluís Màrquez; Xavier Carreras; Pere Comas (J. Artif. Intell. Res., 2007)

Simple Semi-supervised Dependency Parsing. - Terry Koo; Xavier Carreras; Michael Collins 001 (ACL, 2008)

TAG, Dynamic Programming, and the Perceptron for Efficient, Feature-Rich Parsing. - Xavier Carreras; Michael Collins 001; Terry Koo (CoNLL, 2008)

Semantic Role Labeling: An Introduction to the Special Issue. - Lluís Màrquez; Xavier Carreras; Kenneth C. Litkowski; Suzanne Stevenson (Comput. Linguistics, 2008)

Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks. - Michael Collins 001; Amir Globerson; Terry Koo; Xavier Carreras; Peter L. Bartlett (J. Mach. Learn. Res., 2008)

Non-Projective Parsing for Statistical Machine Translation. - Xavier Carreras; Michael Collins 001 (EMNLP, 2009)

An Empirical Study of Semi-supervised Structured Conditional Models for Dependency Parsing. - Jun Suzuki 001; Hideki Isozaki; Xavier Carreras; Michael Collins 001 (EMNLP, 2009)

An efficient projection for l1,infinity regularization. - Ariadna Quattoni; Xavier Carreras; Michael Collins 001; Trevor Darrell (ICML, 2009)

A Spectral Learning Algorithm for Finite State Transducers. - Borja Balle; Ariadna Quattoni; Xavier Carreras (ECML/PKDD (1), 2011)

Araknion: inducción de modelos lingüísticos a partir de corpora. - Maria Antònia Martí; Mariona Taulé; Xavier Carreras; Horacio Rodríguez; Patricio Martínez-Barco (Proces. del Leng. Natural, 2011)

Spectral Learning for Non-Deterministic Dependency Parsing. - Franco M. Luque; Ariadna Quattoni; Borja Balle; Xavier Carreras (EACL, 2012)

A Latent Variable Ranking Model for Content-Based Retrieval. - Ariadna Quattoni; Xavier Carreras; Antonio Torralba 001 (ECIR, 2012)

Local Loss Optimization in Operator Models: A New Insight into Spectral Learning. - Borja Balle; Ariadna Quattoni; Xavier Carreras (ICML, 2012)

Unsupervised Spectral Learning of WCFG as Low-rank Matrix Completion. - Raphaël Bailly; Xavier Carreras; Franco M. Luque; Ariadna Quattoni (EMNLP, 2013)

Unsupervised Spectral Learning of Finite State Transducers. - Raphaël Bailly; Xavier Carreras; Ariadna Quattoni (NIPS, 2013)

Joint Arc-factored Parsing of Syntactic and Semantic Dependencies. - Xavier Lluís; Xavier Carreras; Lluís Màrquez (Trans. Assoc. Comput. Linguistics, 2013)

Learning Task-specific Bilexical Embeddings. - Pranava Swaroop Madhyastha; Xavier Carreras; Ariadna Quattoni (COLING, 2014)

XLike Project Language Analysis Services. - Xavier Carreras; Lluís Padró 001; Lei Zhang 034; Achim Rettinger; Zhixing Li; Esteban García-Cuesta; Zeljko Agic; Bozo Bekavac; Blaz Fortuna; Tadej Stajner (EACL, 2014)

A Shortest-path Method for Arc-factored Semantic Role Labeling. - Xavier Lluís; Xavier Carreras; Lluís Màrquez (EMNLP, 2014)

Spectral Regularization for Max-Margin Sequence Tagging. - Ariadna Quattoni; Borja Balle; Xavier Carreras; Amir Globerson (ICML, 2014)

Language Processing Infrastructure in the XLike Project. - Lluís Padró 001; Zeljko Agic; Xavier Carreras; Blaz Fortuna; Esteban García-Cuesta; Zhixing Li; Tadej Stajner; Marko Tadic (LREC, 2014)

Spectral learning of weighted automata - A forward-backward perspective. - Borja Balle; Xavier Carreras; Franco M. Luque; Ariadna Quattoni (Mach. Learn., 2014)

Low-Rank Regularization for Sparse Conjunctive Feature Spaces: An Application to Named Entity Classification. - Audi Primadhanty; Xavier Carreras; Ariadna Quattoni (ACL (1), 2015)

Transition-based Spinal Parsing. - Miguel Ballesteros; Xavier Carreras (CoNLL, 2015)

Named entity recognition with document-specific KB tag gazetteers. - Will Radford; Xavier Carreras; James Henderson 001 (EMNLP, 2015)

Decoding Distributed Tree Structures. - Lorenzo Ferrone; Fabio Massimo Zanzotto; Xavier Carreras (SLSP, 2015)

Tailoring Word Embeddings for Bilexical Predictions: An Experimental Comparison. - Pranava Swaroop Madhyastha; Xavier Carreras; Ariadna Quattoni (ICLR (Workshop), 2015)

A Maximum Matching Algorithm for Basis Selection in Spectral Learning. - Ariadna Quattoni; Xavier Carreras; Matthias Gallé (AISTATS, 2017)

Arc-Standard Spinal Parsing with Stack-LSTMs. - Miguel Ballesteros; Xavier Carreras (IWPT, 2017)

Prepositional Phrase Attachment over Word Embedding Products. - Pranava Swaroop Madhyastha; Xavier Carreras; Ariadna Quattoni (IWPT, 2017)

Local String Transduction as Sequence Labeling. - Joana Ribeiro; Shashi Narayan; Shay B. Cohen; Xavier Carreras (COLING, 2018)

Interpolated Spectral NGram Language Models. - Ariadna Quattoni; Xavier Carreras (ACL (1), 2019)

A comparison between CNNs and WFAs for Sequence Classification. - Ariadna Quattoni; Xavier Carreras (SustaiNLP@EMNLP, 2020)

Minimizing Annotation Effort via Max-Volume Spectral Sampling. - Ariadna Quattoni; Xavier Carreras (EMNLP (Findings), 2021)

Are Deep Sequence Classifiers Good at Non-Trivial Generalization? - Francesco Cazzaro; Ariadna Quattoni; Xavier Carreras (CoRR, 2022)

Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing. - Francesco Cazzaro; Davide Locatelli; Ariadna Quattoni; Xavier Carreras (EACL (Findings), 2023)