NLPExplorer

Jesse Dodge

Number of Papers:- 26

Number of Citations:- 191

First ACL Paper:- 2012

Latest ACL Paper:- 2024

Venues:-

NAACL

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EMNLP

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Findings

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TACL

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ACL

EACL

WMT

*SEMEVAL

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Co-Authors:-

Abhilasha Ravichander

Similar Authors:-

Bidhan Chandra Pal

Language Models Hallucinate, but May Excel at Fact Verification NAACL

Jian Guan | Jesse Dodge | David Wadden | Minlie Huang | Hao Peng |

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 |

Merge to Learn: Efficiently Adding Skills to Language Models with Model Merging F i n d i n g s - E M N L P

Jacob Morrison | Noah A. Smith | Hannaneh Hajishirzi | Pang Wei Koh | Jesse Dodge | Pradeep Dasigi |

AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models F i n d i n g s - E A C L

Alexandra Chronopoulou | Matthew Peters | Alexander Fraser | Jesse Dodge |

Reproducibility in NLP: What Have We Learned from the Checklist? F i n d i n g s - A C L

Ian Magnusson | Noah A. Smith | Jesse Dodge |

Words as Gatekeepers: Measuring Discipline-specific Terms and Meanings in Scholarly Publications F i n d i n g s - A C L

Li Lucy | Jesse Dodge | David Bamman | Katherine Keith |

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 |

Stubborn Lexical Bias in Data and Models F i n d i n g s - A C L

Sofia Serrano | Jesse Dodge | Noah A. Smith |

Towards Reproducible Machine Learning Research in Natural Language Processing ACL

Ana Lucic | Maurits Bleeker | Samarth Bhargav | Jessica Forde | Koustuv Sinha | Jesse Dodge | Sasha Luccioni | Robert Stojnic |

Efficient Hierarchical Domain Adaptation for Pretrained Language Models NAACL

Alexandra Chronopoulou | Matthew Peters | Jesse Dodge |

Findings of the WMT’22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages WMT

David Adelani | Md Mahfuz Ibn Alam | Antonios Anastasopoulos | Akshita Bhagia | Marta R. Costa-jussà | Jesse Dodge | Fahim Faisal | Christian Federmann | Natalia Fedorova | Francisco Guzmán | Sergey Koshelev | Jean Maillard | Vukosi Marivate | Jonathan Mbuya | Alexandre Mourachko | Safiyyah Saleem | Holger Schwenk | Guillaume Wenzek |

Competency Problems: On Finding and Removing Artifacts in Language Data EMNLP

Matt Gardner | William Merrill | Jesse Dodge | Matthew Peters | Alexis Ross | Sameer Singh | Noah A. Smith |

Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus EMNLP

Jesse Dodge | Maarten Sap | Ana Marasović | William Agnew | Gabriel Ilharco | Dirk Groeneveld | Margaret Mitchell | Matt Gardner |

Expected Validation Performance and Estimation of a Random Variable’s Maximum EMNLP Findings

Jesse Dodge | Suchin Gururangan | Dallas Card | Roy Schwartz | Noah A. Smith |

The Right Tool for the Job: Matching Model and Instance Complexities ACL

Roy Schwartz | Gabriel Stanovsky | Swabha Swayamdipta | Jesse Dodge | Noah A. Smith |

RNN Architecture Learning with Sparse Regularization EMNLP

Jesse Dodge | Roy Schwartz | Hao Peng | Noah A. Smith |

Show Your Work: Improved Reporting of Experimental Results EMNLP

Jesse Dodge | Suchin Gururangan | Dallas Card | Roy Schwartz | Noah A. Smith |

Key-Value Memory Networks for Directly Reading Documents EMNLP

Alexander Miller | Adam Fisch | Jesse Dodge | Amir-Hossein Karimi | Antoine Bordes | Jason Weston |

Retrofitting Word Vectors to Semantic Lexicons NAACL

Manaal Faruqui | Jesse Dodge | Sujay Kumar Jauhar | Chris Dyer | Eduard Hovy | Noah A. Smith |

Context-dependent Semantic Parsing for Time Expressions ACL

Kenton Lee | Yoav Artzi | Jesse Dodge | Luke Zettlemoyer |

CMU: Arc-Factored, Discriminative Semantic Dependency Parsing *SEMEVAL

Sam Thomson | Brendan O’Connor | Jeffrey Flanigan | David Bamman | Jesse Dodge | Swabha Swayamdipta | Nathan Schneider | Chris Dyer | Noah A. Smith |

Midge: Generating Image Descriptions From Computer Vision Detections EACL

Margaret Mitchell | Jesse Dodge | Amit Goyal | Kota Yamaguchi | Karl Stratos | Xufeng Han | Alyssa Mensch | Alex Berg | Tamara Berg | Hal Daumé III |

Detecting Visual Text NAACL

Jesse Dodge | Amit Goyal | Xufeng Han | Alyssa Mensch | Margaret Mitchell | Karl Stratos | Kota Yamaguchi | Yejin Choi | Hal Daumé III | Alex Berg | Tamara Berg |

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