NLPExplorer

Emma Strubell

Number of Papers:- 33

Number of Citations:- 35

First ACL Paper:- 2015

Latest ACL Paper:- 2024

Venues:-

NAACL

L

P

spnlp

s

EMNLP

-

GeBNLP

E

ClimateNLP

M

g

TACL

d

WS

ACL

RepL4NLP

i

IJCNLP

N

F

n

Co-Authors:-

Abhilasha Ravichander

Similar Authors:-

Stanley Jungkyu Choi

Challenges in End-to-End Policy Extraction from Climate Action Plans ClimateNLP WS

Nupoor Gandhi | Tom Corringham | Emma Strubell |

AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters ACL

Li Lucy | Suchin Gururangan | Luca Soldaini | Emma Strubell | David Bamman | Lauren Klein | Jesse Dodge |

OLMo: Accelerating the Science of Language Models ACL

Dirk Groeneveld | Iz Beltagy | Evan Walsh | Akshita Bhagia | Rodney Kinney | Oyvind Tafjord | Ananya Jha | Hamish Ivison | Ian Magnusson | Yizhong Wang | Shane Arora | David Atkinson | Russell Authur | Khyathi Chandu | Arman Cohan | Jennifer Dumas | Yanai Elazar | Yuling Gu | Jack Hessel | Tushar Khot | William Merrill | Jacob Morrison | Niklas Muennighoff | Aakanksha Naik | Crystal Nam | Matthew Peters | Valentina Pyatkin | Abhilasha Ravichander | Dustin Schwenk | Saurabh Shah | William Smith | Emma Strubell | Nishant Subramani | Mitchell Wortsman | Pradeep Dasigi | Nathan Lambert | Kyle Richardson | Luke Zettlemoyer | Jesse Dodge | Kyle Lo | Luca Soldaini | Noah Smith | Hannaneh Hajishirzi |

Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research ACL

Luca Soldaini | Rodney Kinney | Akshita Bhagia | Dustin Schwenk | David Atkinson | Russell Authur | Ben Bogin | Khyathi Chandu | Jennifer Dumas | Yanai Elazar | Valentin Hofmann | Ananya Jha | Sachin Kumar | Li Lucy | Xinxi Lyu | Nathan Lambert | Ian Magnusson | Jacob Morrison | Niklas Muennighoff | Aakanksha Naik | Crystal Nam | Matthew Peters | Abhilasha Ravichander | Kyle Richardson | Zejiang Shen | Emma Strubell | Nishant Subramani | Oyvind Tafjord | Evan Walsh | Luke Zettlemoyer | Noah Smith | Hannaneh Hajishirzi | Iz Beltagy | Dirk Groeneveld | Jesse Dodge | Kyle Lo |

Scalable Data Ablation Approximations for Language Models through Modular Training and Merging EMNLP

Clara Na | Ian Magnusson | Ananya Harsh Jha | Tom Sherborne | Emma Strubell | Jesse Dodge | Pradeep Dasigi |

Gradient Localization Improves Lifelong Pretraining of Language Models F i n d i n g s - E M N L P

Jared Fernandez | Yonatan Bisk | Emma Strubell |

Energy and Carbon Considerations of Fine-Tuning BERT F i n d i n g s - E M N L P

Xiaorong Wang | Clara Na | Emma Strubell | Sorelle Friedler | Sasha Luccioni |

To Build Our Future, We Must Know Our Past: Contextualizing Paradigm Shifts in Natural Language Processing EMNLP

Sireesh Gururaja | Amanda Bertsch | Clara Na | David Widder | Emma Strubell |

Understanding the Effect of Model Compression on Social Bias in Large Language Models EMNLP

Gustavo Gonçalves | Emma Strubell |

Data-efficient Active Learning for Structured Prediction with Partial Annotation and Self-Training F i n d i n g s - E M N L P

Zhisong Zhang | Emma Strubell | Eduard Hovy |

Efficient Methods for Natural Language Processing: A Survey TACL

Marcos Treviso | Ji-Ung Lee | Tianchu Ji | Betty van Aken | Qingqing Cao | Manuel R. Ciosici | Michael Hassid | Kenneth Heafield | Sara Hooker | Colin Raffel | Pedro H. Martins | André F. T. Martins | Jessica Zosa Forde | Peter Milder | Edwin Simpson | Noam Slonim | Jesse Dodge | Emma Strubell | Niranjan Balasubramanian | Leon Derczynski | Iryna Gurevych | Roy Schwartz |

The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment EMNLP

Jared Fernandez | Jacob Kahn | Clara Na | Yonatan Bisk | Emma Strubell |

DSI++: Updating Transformer Memory with New Documents EMNLP

Sanket Vaibhav Mehta | Jai Gupta | Yi Tay | Mostafa Dehghani | Vinh Q. Tran | Jinfeng Rao | Marc Najork | Emma Strubell | Donald Metzler |

To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering ACL

Dheeru Dua | Emma Strubell | Sameer Singh | Pat Verga |

Annotating Mentions Alone Enables Efficient Domain Adaptation for Coreference Resolution ACL

Nupoor Gandhi | Anjalie Field | Emma Strubell |

Improving Compositional Generalization with Self-Training for Data-to-Text Generation ACL

Sanket Vaibhav Mehta | Jinfeng Rao | Yi Tay | Mihir Kale | Ankur Parikh | Emma Strubell |

Evaluating Gender Bias Transfer from Film Data GeBNLP NAACL

Amanda Bertsch | Ashley Oh | Sanika Natu | Swetha Gangu | Alan W. Black | Emma Strubell |

Transfer Learning from Semantic Role Labeling to Event Argument Extraction with Template-based Slot Querying EMNLP

Zhisong Zhang | Emma Strubell | Eduard Hovy |

A Survey of Active Learning for Natural Language Processing EMNLP

Zhisong Zhang | Emma Strubell | Eduard Hovy |

Bridging Fairness and Environmental Sustainability in Natural Language Processing EMNLP

Marius Hessenthaler | Emma Strubell | Dirk Hovy | Anne Lauscher |

Train Flat, Then Compress: Sharpness-Aware Minimization Learns More Compressible Models F i n d i n g s - E M N L P

Clara Na | Sanket Vaibhav Mehta | Emma Strubell |

On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling EMNLP

Zhisong Zhang | Emma Strubell | Eduard Hovy |

Comparing Span Extraction Methods for Semantic Role Labeling ACL IJCNLP spnlp

Zhisong Zhang | Emma Strubell | Eduard Hovy |

Proceedings of the 5th Workshop on Representation Learning for NLP ACL RepL4NLP WS

Spandana Gella | Johannes Welbl | Marek Rei | Fabio Petroni | Patrick Lewis | Emma Strubell | Minjoon Seo | Hannaneh Hajishirzi |

Energy and Policy Considerations for Deep Learning in NLP ACL

Emma Strubell | Ananya Ganesh | Andrew McCallum |

The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures ACL WS

Sheshera Mysore | Zachary Jensen | Edward Kim | Kevin Huang | Haw-Shiuan Chang | Emma Strubell | Jeffrey Flanigan | Andrew McCallum | Elsa Olivetti |

Linguistically-Informed Self-Attention for Semantic Role Labeling EMNLP

Emma Strubell | Patrick Verga | Daniel Andor | David Weiss | Andrew McCallum |

Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction NAACL

Patrick Verga | Emma Strubell | Andrew McCallum |

Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for SRL? ACL WS

Emma Strubell | Andrew McCallum |

Fast and Accurate Entity Recognition with Iterated Dilated Convolutions EMNLP

Emma Strubell | Patrick Verga | David Belanger | Andrew McCallum |

Dependency Parsing with Dilated Iterated Graph CNNs WS

Emma Strubell | Andrew McCallum |

Multilingual Relation Extraction using Compositional Universal Schema NAACL

Patrick Verga | David Belanger | Emma Strubell | Benjamin Roth | Andrew McCallum |

Learning Dynamic Feature Selection for Fast Sequential Prediction ACL IJCNLP

Emma Strubell | Luke Vilnis | Kate Silverstein | Andrew McCallum |

.