Gemini: A Family of Highly Capable Multimodal Models

Gemini Robotics Team, Rohan Anil, Sebastian Borgeaud, +741

arXiv (Cornell University)

Artificial IntelligenceNatural Language ProcessingNew FamilyLarge Ai ModelImage Analysis +13

MolGAN: An implicit generative model for small molecular graphs

Nicola De Cao, Thomas Kipf

arXiv (Cornell University)

Artificial IntelligenceGraph Representation LearningMachine LearningGraph-structured DataEngineering +19

Autoregressive Entity Retrieval

Nicola De Cao, Gautier Izacard, Sebastian Riedel, +1

arXiv (Cornell University)

EngineeringIntelligent Information RetrievalQuery ModelSemantic WebCorpus Linguistics +20

Hyperspherical Variational Auto-Encoders

Tim R. Davidson, Luca Falorsi, Nicola De Cao, +2

arXiv (Cornell University)

EngineeringMachine LearningData ScienceVariational Auto-encoderPattern Recognition +13

Multilingual Autoregressive Entity Linking

Nicola De Cao, Ledell Wu, Kashyap Popat, +7

Transactions of the Association for Computational Linguistics

EngineeringCross-lingual RepresentationPresent MgenreMultilingual PretrainingCorpus Linguistics +16

NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned

Sewon Min, Jordan Boyd‐Graber, Chris Alberti, +50

arXiv (Cornell University)

Artificial IntelligenceNatural Language ProcessingRetrieval Augmented GenerationEngineeringInformation Retrieval +11

Question Answering by Reasoning Across Documents with Graph Convolutional Networks

Nicola De Cao, Wilker Aziz, Ivan Titov

EngineeringTextual EntailmentLanguage ProcessingNatural Language ProcessingApplied Linguistics +21

Explorations in Homeomorphic Variational Auto-Encoding

Luca Falorsi, Pim de Haan, Tim R. Davidson, +4

arXiv (Cornell University)

Homeomorphic Variational Auto-encodingGeometric LearningEngineeringManifold LearningData Science +11

GenIE: Generative Information Extraction

Martin Josifoski, Nicola De Cao, Maxime Peyrard, +2

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

EngineeringLanguage ProcessingText MiningGenerative SystemNatural Language Processing +16

Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking

Michael Schlichtkrull, Nicola De Cao, Ivan Titov

arXiv (Cornell University)

Natural Language ProcessingLarge Ai ModelStructured PredictionGraph Neural NetworksEngineering +10