Ellie Pavlick

Best Publications

• BERT Rediscovers the Classical NLP Pipeline

  Ian Tenney;Dipanjan Das;Ellie Pavlick

  1325
  Citations

• Right for the wrong reasons: Diagnosing syntactic heuristics in natural language inference

  R. Thomas McCoy;Ellie Pavlick;Tal Linzen

  1039
  Citations

• BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

  Unknown

  674
  Citations

• Optimizing Statistical Machine Translation for Text Simplification

  Wei Xu;Courtney Napoles;Ellie Pavlick;Quanze Chen

  519
  Citations

• What do you learn from context? Probing for sentence structure in contextualized word representations

  Ian Tenney;Patrick Xia;Berlin Chen;Alex Wang

  437
  Citations

• What do you learn from context? Probing for sentence structure in contextualized word representations

  Unknown

  436
  Citations

• PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification

  Ellie Pavlick;Pushpendre Rastogi;Juri Ganitkevitch;Benjamin Van Durme

  344
  Citations

• BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

  Unknown

  277
  Citations

• Inherent Disagreements in Human Textual Inferences

  Unknown

  198
  Citations

• Inherent Disagreements in Human Textual Inferences

  Unknown

  198
  Citations

• Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation

  Adam Poliak;Aparajita Haldar;Rachel Rudinger;J. Edward Hu

  191
  Citations

• Do Prompt-Based Models Really Understand the Meaning of their Prompts?

  Unknown

  173
  Citations

• An Empirical Analysis of Formality in Online Communication

  Ellie Pavlick;Joel R. Tetreault

  151
  Citations

• Measuring and Reducing Gendered Correlations in Pre-trained Models

  Kellie Webster;Xuezhi Wang;Ian Tenney;Alex Beutel

  112
  Citations

• Probing What Different NLP Tasks Teach Machines about Function Word Comprehension

  Najoung Kim;Roma Patel;Adam Poliak;Patrick Xia

  106
  Citations

• The Language Demographics of Amazon Mechanical Turk

  Ellie Pavlick;Matt Post;Ann Irvine;Dmitry Kachaev

  105
  Citations

• Simple PPDB: A Paraphrase Database for Simplification

  Ellie Pavlick;Chris Callison-Burch

  96
  Citations

• Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference

  R. Thomas McCoy;Ellie Pavlick;Tal Linzen

  93
  Citations

• Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling.

  Alex Wang;Jan Hula;Patrick Xia;Raghavendra Pappagari

  90
  Citations

• Adding Semantics to Data-Driven Paraphrasing

  Ellie Pavlick;Johan Bos;Malvina Nissim;Charley Beller

  71
  Citations