Author

Zachary C. Lipton

Observed names: Lipton, Zachary, Lipton, Zachary, Lipton, Zachary C, Lipton, Zachary C., Lipton, Zachary Chase, Z. Lipton, Zachary C Lipton, Zachary Chase Lipton, Zachary Lipton

Institution: Carnegie Mellon University

Observed institutions: Beijing Institute of Technology, Northeastern University, Amazon (United States), National Taiwan University, University of California San Diego, Meta (United Kingdom), Meta (United States), Mistral AI (France), Indian Institute of Science Bangalore, Carnegie Mellon University

ORCID: 0000-0002-3824-4241

Observed ORCID: 0000-0002-3824-4241

OpenAlex ID: A5029448258

The Mythos of Model Interpretability

2018 · Zachary C. Lipton · Queue · 6,621

A Critical Review of Recurrent Neural Networks for Sequence Learning

2015 · Lipton, Zachary C., Berkowitz, John, et al. · arXiv (Cornell University) · 3,092

Learning to Diagnose with LSTM Recurrent Neural Networks

2015 · Lipton, Zachary C., Kale, David C., et al. · arXiv (Cornell University) · 1,266

Born Again Neural Networks

2018 · Furlanello, Tommaso, Lipton, Zachary C., et al. · arXiv (Cornell University) · 840

Dive into Deep Learning

2021 · Zhang, Aston, Lipton, Zachary C., et al. · arXiv (Cornell University) · 795

Optimal Thresholding of Classifiers to Maximize F1 Measure

2014 · Zachary C. Lipton, Charles Elkan, et al. · Lecture notes in computer science · 650

Deep Active Learning for Named Entity Recognition

2017 · Yanyao Shen, Hyokun Yun, et al. · Workshop on Representation Learning for NLP (RepL4NLP) · 465

Stochastic Activation Pruning for Robust Adversarial Defense

2018 · Dhillon, Guneet S., Azizzadenesheli, Kamyar, et al. · arXiv (Cornell University) · 442

Learning the Difference that Makes a Difference with Counterfactually-Augmented Data

2019 · Kaushik, Divyansh, Hovy, Eduard, et al. · arXiv (Cornell University) · 434

TOFU: A Task of Fictitious Unlearning for LLMs

2024 · Maini, Pratyush, Feng, Zhili, et al. · arXiv (Cornell University) · 394

Learning Robust Global Representations by Penalizing Local Predictive Power

2019 · Wang, Haohan, Ge, Songwei, et al. · arXiv (Cornell University) · 373

Troubling Trends in Machine Learning Scholarship

2019 · Zachary C. Lipton, Jacob Steinhardt · Queue · 358

Differential Privacy and Machine Learning: a Survey and Review

2014 · Ji, Zhanglong, Lipton, Zachary C., et al. · arXiv (Cornell University) · 312

Combating Adversarial Misspellings with Robust Word Recognition

2019 · Danish Pruthi, Bhuwan Dhingra, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 302

Detecting and Correcting for Label Shift with Black Box Predictors

2018 · Lipton, Zachary C., Wang, Yu-Xiang, et al. · arXiv (Cornell University) · 267

How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks

2018 · Divyansh Kaushik, Zachary C. Lipton · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 252

Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift

2018 · Rabanser, Stephan, Günnemann, Stephan, et al. · arXiv (Cornell University) · 250

What is the Effect of Importance Weighting in Deep Learning?

2018 · Byrd, Jonathon, Lipton, Zachary C. · arXiv (Cornell University) · 234

Modeling Missing Data in Clinical Time Series with RNNs

2016 · Lipton, Zachary C., Kale, David C., et al. · arXiv (Cornell University) · 216

Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study

2018 · Aditya Siddhant, Zachary C. Lipton · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 211

Learning to Deceive with Attention-Based Explanations

2020 · Danish Pruthi, Mansi Gupta, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 203

Precise Recovery of Latent Vectors from Generative Adversarial Networks

2017 · Lipton, Zachary C., Tripathi, Subarna · arXiv (Cornell University) · 196

Position: Towards Bidirectional Human-AI Alignment

2025 · Hua Shen, Tiffany Knearem, et al. · neural information processing systems · 185

A User Simulator for Task-Completion Dialogues

2016 · Li, Xiujun, Lipton, Zachary C., et al. · arXiv (Cornell University) · 182

PromptNER: Prompting For Named Entity Recognition

2023 · Ashok, Dhananjay, Lipton, Zachary C. · arXiv (Cornell University) · 178

Works count: 229

Citation count: 24,710

H-index: 58

I10-index: 133