
Dan Jurafsky
hallucination
multilinguality
computational social science
low-resource nlp
summarization
training data frequency
dialogue
nlp
bias
generation
education
misinformation
text classification
domain adaptation
multilingual
20
presentations
23
number of views
SHORT BIO
Dan Jurafsky is Professor of Linguistics, Professor of Computer Science, and Jackson Eli Reynolds Professor in Humanities at Stanford University.
He is the recipient of a 2002 MacArthur Fellowship, a member of the American Academy of Arts and Sciences, and a fellow of the Association for Computational Linguistics, the Linguistics Society of America, and the American Association for the Advancement of Science. Dan is the co-author with Jim Martin of the widely-used textbook "Speech and Language Processing", and co-created with Chris Manning the first massively open online course in Natural Language Processing. His trade book "The Language of Food: A Linguist Reads the Menu" was a finalist for the 2015 James Beard Award. His research ranges widely across NLP as well as its applications to the behavioral and social sciences.
Presentations

SumTablets: A Transliteration Dataset of Sumerian Tablets
Cole Simmons and 2 other authors

Grounding Gaps in Language Model Generations
Omar Shaikh and 5 other authors

NLP Systems That Can’t Tell Use from Mention Censor Counterspeech, but Teaching the Distinction Helps
Kristina Gligoric and 4 other authors

AnthroScore: A Computational Linguistic Measure of Anthropomorphism
Myra Cheng and 3 other authors

Navigating the Grey Area: How Expressions of Uncertainty and Overconfidence Affect Language Models | VIDEO
Kaitlyn Zhou and 2 other authors

Making More of Little Data: Improving Low-Resource Automatic Speech Recognition Using Data Augmentation
Martijn Bartelds and 4 other authors

Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language Models
Myra Cheng and 2 other authors

Multilingual BERT has an accent: Evaluating English influences on fluency in multilingual models
Isabel Papadimitriou and 2 other authors

Mini But Mighty: Efficient Multilingual Pretraining with Linguistically-Informed Data Selection
Tolulope Ogunremi and 2 other authors

When Do Pre-Training Biases Propagate to Downstream Tasks? A Case Study in Text Summarization
Faisal Ladhak and 6 other authors

Multilingual BERT has an accent: Evaluating English influences on fluency in multilingual models
Isabel Papadimitriou and 2 other authors

Mini But Mighty: Efficient Multilingual Pretraining with Linguistically-Informed Data Selection
Tolulope Ogunremi and 2 other authors

When Do Pre-Training Biases Propagate to Downstream Tasks? A Case Study in Text Summarization
Faisal Ladhak and 6 other authors

The Authenticity Gap in Human Evaluation
Kawin Ethayarajh and 1 other author

Modular Domain Adaptation
Junshen K Chen and 2 other authors

Focus on what matters: Applying Discourse Coherence Theory to Cross Document Coreference
William Held and 2 other authors