Pereira, Fernando

A theory of learning from different domains

Ben-David, S., Blitzer, J., Crammer, K., Kulesza, A., Pereira, F., & Vaughan, J. W. (2010) · Machine Learning

Domain Adaptation and Few-Shot LearningMachine Learning and Algorithms

Cited by 3,515

Analysis of Representations for Domain Adaptation

Ben-David, S., Blitzer, J., Crammer, K., & Pereira, F. (2007) · Advances in Neural Information Processing Systems 19

Domain Adaptation and Few-Shot LearningMachine Learning and Algorithms

Cited by 2,019

Domain adaptation with structural correspondence learning

Blitzer, J., McDonald, R., & Pereira, F. (2006) · Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing - EMNLP '06

Domain Adaptation and Few-Shot LearningNatural Language Processing Techniques

Cited by 1,543

Shallow parsing with conditional random fields

Sha, F., & Pereira, F. (2003) · Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - NAACL '03

Natural Language Processing TechniquesTopic Modeling

Cited by 1,246

Distributional clustering of English words

Pereira, F., Tishby, N., & Lee, L. (1993) · Proceedings of the 31st annual meeting on Association for Computational Linguistics -

Natural Language Processing TechniquesAdvanced Clustering Algorithms Research

Cited by 974

Gemma: Open Models Based on Gemini Research and Technology

Gemma Team, Mesnard, T., Hardin, C., Dadashi, R., Bhupatiraju, S., Pathak, S., Sifre, L., Rivière, M., Kale, M. S., Love, J., et al. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 284

Multilingual dependency analysis with a two-stage discriminative parser

McDonald, R., Lerman, K., & Pereira, F. (2006) · Proceedings of the Tenth Conference on Computational Natural Language Learning - CoNLL-X '06

Natural Language Processing TechniquesSpeech and dialogue systems

Cited by 223

A rational design for a weighted finite-state transducer library

Mohri, M., Pereira, F., & Riley, M. (1998) · Lecture Notes in Computer Science

semigroups and automata theoryNatural Language Processing Techniques

Cited by 123

Faithful Embeddings for Knowledge Base Queries

Sun, H., Arnold, A. O., Bedrax-Weiss, T., Pereira, F., & Cohen, W. W. (2020) · arXiv

Advanced Graph Neural NetworksTopic Modeling

Cited by 51

Stand-Alone Objective Segmentation Quality Evaluation

Correia, P. L., & Pereira, F. (2002) · EURASIP Journal on Advances in Signal Processing

Image and Video Quality AssessmentVideo Surveillance and Tracking Methods

Cited by 35

Towards an international standard to establish trust in media production, distribution and consumption

Temmermans, F., Caldwell, S., Papadopoulos, S., Pereira, F., & Rixhon, P. (2023) · 2023 24th International Conference on Digital Signal Processing (DSP)

Advanced Steganography and Watermarking TechniquesDigital Media Forensic Detection

Cited by 6