Patrick Verga

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 25

Top Topics

Dependency Trees

Relation Extraction

Semantic Role Labeling

Top Venues

Publications

Haitian Sun, Patrick Verga, Bhuwan Dhingra, Ruslan Salakhutdinov, William W. Cohen
Reasoning Over Virtual Knowledge Bases With Open Predicate Relations. ICML (2021)
Trapit Bansal, Patrick Verga, Neha Choudhary, Andrew McCallum
Simultaneously Linking Entities and Extracting Relations from Biomedical Text without Mention-Level Supervision. AAAI (2020)
Andrew Drozdov, Patrick Verga, Mohit Yadav, Mohit Iyyer, Andrew McCallum
Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Auto-Encoders. NAACL-HLT (1) (2019)
Andrew Drozdov, Patrick Verga, Mohit Yadav, Mohit Iyyer, Andrew McCallum
Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Autoencoders. CoRR (2019)
Trapit Bansal, Patrick Verga, Neha Choudhary, Andrew McCallum
Simultaneously Linking Entities and Extracting Relations from Biomedical Text Without Mention-level Supervision. CoRR (2019)
Andrew Drozdov, Patrick Verga, Yi-Pei Chen, Mohit Iyyer, Andrew McCallum
Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders. EMNLP/IJCNLP (1) (2019)
Patrick Verga, Emma Strubell, Andrew McCallum
Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction. NAACL-HLT (2018)
Emma Strubell, Patrick Verga, Daniel Andor, David Weiss, Andrew McCallum
Linguistically-Informed Self-Attention for Semantic Role Labeling. CoRR (2018)
Nathan Greenberg, Trapit Bansal, Patrick Verga, Andrew McCallum
Marginal Likelihood Training of BiLSTM-CRF for Biomedical Named Entity Recognition from Disjoint Label Sets. EMNLP (2018)
Shikhar Murty, Patrick Verga, Luke Vilnis, Irena Radovanovic, Andrew McCallum
Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking. ACL (1) (2018)
Shikhar Murty, Patrick Verga, Luke Vilnis, Irena Radovanovic, Andrew McCallum
Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking. CoRR (2018)
Patrick Verga, Emma Strubell, Andrew McCallum
Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction. CoRR (2018)
Emma Strubell, Patrick Verga, Daniel Andor, David Weiss, Andrew McCallum
Linguistically-Informed Self-Attention for Semantic Role Labeling. EMNLP (2018)
Patrick Verga, Arvind Neelakantan, Andrew McCallum
Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema. EACL (1) (2017)
Emma Strubell, Patrick Verga, David Belanger, Andrew McCallum
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions. EMNLP (2017)
Patrick Verga, Emma Strubell, Ofer Shai, Andrew McCallum
Attending to All Mention Pairs for Full Abstract Biological Relation Extraction. AKBC@NIPS (2017)
Emma Strubell, Patrick Verga, David Belanger, Andrew McCallum
Fast and Accurate Sequence Labeling with Iterated Dilated Convolutions. CoRR (2017)
Patrick Verga, Emma Strubell, Ofer Shai, Andrew McCallum
Attending to All Mention Pairs for Full Abstract Biological Relation Extraction. CoRR (2017)
Shikhar Murty, Patrick Verga, Luke Vilnis, Andrew McCallum
Finer Grained Entity Typing with TypeNet. AKBC@NIPS (2017)
Shikhar Murty, Patrick Verga, Luke Vilnis, Andrew McCallum
Finer Grained Entity Typing with TypeNet. CoRR (2017)
Patrick Verga, Andrew McCallum
Row-less Universal Schema. CoRR (2016)
Patrick Verga, Arvind Neelakantan, Andrew McCallum
Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema. CoRR (2016)
Patrick Verga, David Belanger, Emma Strubell, Benjamin Roth, Andrew McCallum
Multilingual Relation Extraction using Compositional Universal Schema. HLT-NAACL (2016)
Patrick Verga, Andrew McCallum
Row-less Universal Schema. AKBC@NAACL-HLT (2016)
Haw-Shiuan Chang, Abdurrahman Munir, Ao Liu, Johnny Tian-Zheng Wei, Aaron Traylor, Ajay Nagesh, Nicholas Monath, Patrick Verga, Emma Strubell, Andrew McCallum
Extracting Multilingual Relations under Limited Resources: TAC 2016 Cold-Start KB construction and Slot-Filling using Compositional Universal Schema. TAC (2016)
Patrick Verga, David Belanger, Emma Strubell, Benjamin Roth, Andrew McCallum
Multilingual Relation Extraction using Compositional Universal Schema. CoRR (2015)
Benjamin Roth, Nicholas Monath, David Belanger, Emma Strubell, Patrick Verga, Andrew McCallum
Building Knowledge Bases with Universal Schema: Cold Start and Slot-Filling Approaches. TAC (2015)
Laura Dietz, Patrick Verga
UMass at TREC WEB 2014: Entity Query Feature Expansion using Knowledge Base Links. TREC (2014)