Tovi Grossman

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All published works

Action	Title	Year	Authors
+ PDF Chat	Exploring the Design Space of Cognitive Engagement Techniques with AI-Generated Code for Enhanced Learning	2024	Majeed Kazemitabaar Ouying Huang Sangho Suh Austin Z. Henley Tovi Grossman
+ PDF Chat	IdeaSynth: Iterative Research Idea Development Through Evolving and Composing Idea Facets with Literature-Grounded Feedback	2024	Kevin Pu K. J. Kevin Feng Tovi Grossman Thomas M.H. Hope Bhavana Dalvi Mishra Matt Latzke Jonathan Bragg Joseph Chee Chang Pao Siangliulue
+ PDF Chat	Desk2Desk: Optimization-based Mixed Reality Workspace Integration for Remote Side-by-side Collaboration	2024	Ludwig Sidenmark Tianyu Zhang Leen Al Lababidi Jiannan Li Tovi Grossman
+ PDF Chat	Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition	2024	Majeed Kazemitabaar Jack M. Williams Ian Drosos Tovi Grossman Austin Z. Henley Carina Negreanu Advait Sarkar
+	ABScribe: Rapid Exploration & Organization of Multiple Writing Variations in Human-AI Co-Writing Tasks using Large Language Models	2024	Mohi Reza Nathan Laundry Ilya Musabirov Peter Dushniku Zhi Yuan “Michael” Yu Kashish Mittal Tovi Grossman Michael Liut Anastasia Kuzminykh Joseph Jay Williams
+	OmniActions: Predicting Digital Actions in Response to Real-World Multimodal Sensory Inputs with LLMs	2024	Jiahao Nick Li Yan Xu Tovi Grossman Stephanie Santosa M. Li
+	CodeAid: Evaluating a Classroom Deployment of an LLM-based Programming Assistant that Balances Student and Educator Needs	2024	Majeed Kazemitabaar Runlong Ye X.-H. Wang Austin Z. Henley Paul Denny Michelle Craig Tovi Grossman
+ PDF Chat	OmniActions: Predicting Digital Actions in Response to Real-World Multimodal Sensory Inputs with LLMs	2024	Jiahao Nick Li Yan Xu Tovi Grossman Stephanie Santosa Michelle Li
+	SynthScribe: Deep Multimodal Tools for Synthesizer Sound Retrieval and Exploration	2024	Stephen Brade Bryan Wang Maurício Sousa Gregory Lee Newsome Sageev Oore Tovi Grossman
+	CodeAid: Evaluating a Classroom Deployment of an LLM-based Programming Assistant that Balances Student and Educator Needs	2024	Majeed Kazemitabaar Runlong Ye X.-H. Wang Austin Z. Henley Paul Denny Michelle Craig Tovi Grossman
+ PDF Chat	How Novices Use LLM-based Code Generators to Solve CS1 Coding Tasks in a Self-Paced Learning Environment	2023	Majeed Kazemitabaar Xinying Hou Austin Z. Henley Barbara Ericson David Weintrop Tovi Grossman
+ PDF Chat	DiLogics: Creating Web Automation Programs with Diverse Logics	2023	Kevin Pu Jim Yang Angel Yuan Minyi Ma Rui Dong Xinyu Wang Yan Chen Tovi Grossman
+ PDF Chat	Promptify: Text-to-Image Generation through Interactive Prompt Exploration with Large Language Models	2023	Stephen Brade Bryan Wang Maurício Sousa Sageev Oore Tovi Grossman
+ PDF Chat	XR Input Error Mediation for Hand-Based Input: Task and Context Influences a User’s Preference	2023	Tica Lin Ben Lafreniere Yan Xu Tovi Grossman Daniel Wigdor Michael Glueck
+	Studying the effect of AI Code Generators on Supporting Novice Learners in Introductory Programming	2023	Majeed Kazemitabaar Justin Chow Carl Ka To Barbara Ericson David Weintrop Tovi Grossman
+	Stargazer: An Interactive Camera Robot for Capturing How-To Videos Based on Subtle Instructor Cues	2023	Jiannan Li Maurício Sousa Karthik Mahadevan Bryan Wang Paula Akemi Aoyagui Nicole Yu Angela Yang Ravin Balakrishnan Anthony Tang Tovi Grossman
+	Scaffolding Progress	2023	Majeed Kazemitabaar Viktar Chyhir David Weintrop Tovi Grossman
+	Promptify: Text-to-Image Generation through Interactive Prompt Exploration with Large Language Models	2023	Stephen Brade Bryan Wang Maurício Sousa Sageev Oore Tovi Grossman
+	XR Input Error Mediation for Hand-Based Input: Task and Context Influences a User's Preference	2023	Tica Lin Ben Lafreniere Yan Xu Tovi Grossman Daniel Wigdor Michael Glueck
+	How Novices Use LLM-Based Code Generators to Solve CS1 Coding Tasks in a Self-Paced Learning Environment	2023	Majeed Kazemitabaar Xinying Hou Austin Z. Henley Barbara Ericson David Weintrop Tovi Grossman
+	ABScribe: Rapid Exploration of Multiple Writing Variations in Human-AI Co-Writing Tasks using Large Language Models	2023	Mohi Reza Nathan Laundry Ilya Musabirov Peter Dushniku Zhi Yuan Yu Kashish Mittal Tovi Grossman Michael Liut Anastasia Kuzminykh Joseph Jay Williams
+	SynthScribe: Deep Multimodal Tools for Synthesizer Sound Retrieval and Exploration	2023	Stephen Brade Bryan Wang Maurício Sousa Gregory Lee Newsome Sageev Oore Tovi Grossman
+	Screen2Words: Automatic Mobile UI Summarization with Multimodal Learning	2021	Bryan Wang Gang Li Xin Zhou Zhourong Chen Tovi Grossman Yang Li
+ PDF Chat	“Grip-that-there”: An Investigation of Explicit and Implicit Task Allocation Techniques for Human-Robot Collaboration	2021	Karthik Mahadevan Maurício Sousa Anthony Tang Tovi Grossman
+ PDF Chat	Soloist: Generating Mixed-Initiative Tutorials from Existing Guitar Instructional Videos Through Audio Processing	2021	Bryan Wang Meng Yu Yang Tovi Grossman
+	"Grip-that-there": An Investigation of Explicit and Implicit Task Allocation Techniques for Human-Robot Collaboration	2021	Karthik Mahadevan Maurício Sousa Anthony Tang Tovi Grossman
+	Screen2Words: Automatic Mobile UI Summarization with Multimodal Learning	2021	Bryan Wang Gang Li Xin Zhou Zhourong Chen Tovi Grossman Yang Li
+	"Grip-that-there": An Investigation of Explicit and Implicit Task Allocation Techniques for Human-Robot Collaboration	2021	Karthik Mahadevan Maurício Sousa Anthony Tang Tovi Grossman
+ PDF Chat	Skyline: Interactive In-Editor Computational Performance Profiling for Deep Neural Network Training	2020	Geoffrey X. Yu Tovi Grossman Gennady Pekhimenko

Common Coauthors

Coauthor	Papers Together
Maurício Sousa	8
Bryan Wang	8
Majeed Kazemitabaar	8
Austin Z. Henley	6
David Weintrop	4
Karthik Mahadevan	4
Sageev Oore	4
Stephen Brade	4
Barbara Ericson	3
Anthony Tang	3
Stephanie Santosa	2
Tica Lin	2
Michael Liut	2
Zhourong Chen	2
Ilya Musabirov	2
Kashish Mittal	2
Mohi Reza	2
Paul Denny	2
Michael Glueck	2
X.-H. Wang	2
Ben Lafreniere	2
Nathan Laundry	2
Runlong Ye	2
Joseph Jay Williams	2
Michelle Craig	2
Xinying Hou	2
Kevin Pu	2
Daniel Wigdor	2
Anastasia Kuzminykh	2
Peter Dushniku	2
Gregory Lee Newsome	2
Gang Li	2
Xin Zhou	2
Jiannan Li	2
Yang Li	2
Yan Xu	1
Pao Siangliulue	1
Leen Al Lababidi	1
Yan Xu	1
Tianyu Zhang	1
Sangho Suh	1
Ravin Balakrishnan	1
Yan Xu	1
Jim Yang	1
Michelle Li	1
Rui Dong	1
Jiahao Nick Li	1
Carl Ka To	1
M. Li	1
Zhi Yuan Yu	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Automatic Generation of Programming Exercises and Code Explanations Using Large Language Models	2022	Sami Sarsa Paul Denny Arto Hellas Juho Leinonen	4
+	Mapping Natural Language Instructions to Mobile UI Action Sequences	2020	Yang Li Jiacong He Xin Zhou Yuan Zhang Jason Baldridge	3
+	Language Models are Few-Shot Learners	2020	T. B. Brown Benjamin F. Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell	3
+	Using Large Language Models to Enhance Programming Error Messages	2023	Juho Leinonen Arto Hellas Sami Sarsa Brent N. Reeves Paul Denny James Prather Brett A. Becker	3
+	Evaluating Large Language Models Trained on Code	2021	Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé de Oliveira Pinto Jared Kaplan Harrison Edwards Yuri Burda Nicholas Joseph Greg Brockman	3
+	Conversing with Copilot: Exploring Prompt Engineering for Solving CS1 Problems Using Natural Language	2023	Paul Denny Viraj Kumar Nasser Giacaman	3
+ PDF Chat	High-Resolution Image Synthesis with Latent Diffusion Models	2022	Robin Rombach Andreas Blattmann Dominik Lorenz Patrick Esser Björn Ommer	3
+	Screen2Vec: Semantic Embedding of GUI Screens and GUI Components	2021	Toby Jia-Jun Li Lindsay Popowski Tom M. Mitchell Brad A. Myers	3
+	“It’s Weird That it Knows What I Want”: Usability and Interactions with Copilot for Novice Programmers	2023	James Prather Brent N. Reeves Paul Denny Brett A. Becker Juho Leinonen Andrew Luxton-Reilly Garrett Powell James Finnie-Ansley Eddie Antonio Santos	3
+	ChatGPT for good? On opportunities and challenges of large language models for education	2023	Enkelejda Kasneci Kathrin Seßler Stefan Küchemann Maria Bannert Daryna Dementieva Frank Fischer Urs Gasser Georg Groh Stephan Günnemann Eyke Hüllermeier	3
+	A systematic evaluation of large language models of code	2022	Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn	2
+ PDF Chat	Sequence to Sequence -- Video to Text	2015	Subhashini Venugopalan Marcus Rohrbach Jeffrey Donahue Raymond J. Mooney Trevor Darrell Kate Saenko	2
+ PDF Chat	CIDEr: Consensus-based image description evaluation	2015	Ramakrishna Vedantam C. Lawrence Zitnick Devi Parikh	2
+	Comparing Code Explanations Created by Students and Large Language Models	2023	Juho Leinonen Paul Denny Stephen MacNeil Sami Sarsa Seth Bernstein Joanne Kim Andrew Tran Arto Hellas	2
+	Thrilled by Your Progress! Large Language Models (GPT-4) No Longer Struggle to Pass Assessments in Higher Education Programming Courses	2023	Jaromír Šavelka Arav Agarwal Marshall An Christopher Bogart Majd Sakr	2
+ PDF Chat	Predicting Visual Importance Across Graphic Design Types	2020	Camilo Fosco Vincent Casser Amish Kumar Bedi Peter O’Donovan Aaron Hertzmann Zoya Bylinskii	2
+	A Deep Reinforced Model for Abstractive Summarization	2017	Romain Paulus Caiming Xiong Richard Socher	2
+	Experiences from Using Code Explanations Generated by Large Language Models in a Web Software Development E-Book	2023	Stephen MacNeil Andrew Tran Arto Hellas Joanne Kim Sami Sarsa Paul Denny Seth Bernstein Juho Leinonen	2
+	Studying the effect of AI Code Generators on Supporting Novice Learners in Introductory Programming	2023	Majeed Kazemitabaar Justin Chow Carl Ka To Barbara Ericson David Weintrop Tovi Grossman	2
+ PDF Chat	Show and tell: A neural image caption generator	2015	Oriol Vinyals Alexander Toshev Samy Bengio Dumitru Erhan	2
+	Attention Is All You Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	2
+ PDF Chat	How Novices Use LLM-based Code Generators to Solve CS1 Coding Tasks in a Self-Paced Learning Environment	2023	Majeed Kazemitabaar Xinying Hou Austin Z. Henley Barbara Ericson David Weintrop Tovi Grossman	2
+ PDF Chat	No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling	2018	Xin Wang Wenhu Chen Yuan-Fang Wang William Yang Wang	2
+	LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators	2019	Jianan Li Shuicheng Yan Aaron Hertzmann Jianming Zhang Tingfa Xu	2
+	On the Opportunities and Risks of Foundation Models	2021	Rishi Bommasani Drew A. Hudson Ehsan Adeli Russ B. Altman Simran Arora Sydney von Arx Michael S. Bernstein Jeannette Bohg Antoine Bosselut Emma Brunskill	2
+	Universal audio synthesizer control with normalizing flows	2019	Philippe Esling Naotake Masuda Adrien Bardet Romeo Despres Axel Chemla--Romeu-Santos	2
+ PDF Chat	Design Guidelines for Prompt Engineering Text-to-Image Generative Models	2022	Vivian Liu Lydia B. Chilton	2
+	CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation	2021	Shuai Lu Daya Guo Shuo Ren Junjie Huang A. Svyatkovskiy Ambrosio Blanco Colin B. Clement Dawn Drain Daxin Jiang Duyu Tang	2
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	2
+ PDF Chat	Modeling Mobile Interface Tappability Using Crowdsourcing and Deep Learning	2019	Amanda Swearngin Yang Li	2
+	Learning Transferable Visual Models From Natural Language Supervision	2021	Alec Radford Jong Wook Kim Chris Hallacy Aditya Ramesh Gabriel Goh Sandhini Agarwal Girish Sastry Amanda Askell Pamela Mishkin Jack Clark	2
+	CodeHelp: Using Large Language Models with Guardrails for Scalable Support in Programming Classes	2023	Mark Liffiton Brad E. Sheese Jaromír Šavelka Paul Denny	2
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	1
+ PDF Chat	V3C – A Research Video Collection	2018	Luca Rossetto Heiko Schuldt George Awad Asad A. Butt	1
+	Deep Speech 2: End-to-End Speech Recognition in English and Mandarin	2015	Dario Amodei Rishita Anubhai Eric Battenberg Carl Case Jared Casper Bryan Catanzaro Jingdong Chen Mike Chrzanowski Adam Coates Greg Diamos	1
+	Object Hallucination in Image Captioning	2018	Anna Rohrbach Lisa Anne Hendricks Kaylee Burns Trevor Darrell Kate Saenko	1
+	Chalktalk : A Visualization and Communication Language -- As a Tool in the Domain of Computer Science Education	2018	Ken Perlin Zhenyi He Karl Rosenberg	1
+	MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems	2015	Tianqi Chen Mu Li Yutian Li Min Lin Naiyan Wang Minjie Wang Tianjun Xiao Bing Xu Chiyuan Zhang Zheng Zhang	1
+ PDF Chat	Mapping natural language commands to web elements	2018	Panupong Pasupat Tian-Shun Jiang Evan Liu Kelvin Guu Percy Liang	1
+	The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks	2018	Jonathan Frankle Michael Carbin	1
+	Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning	2017	Victor W. Zhong Caiming Xiong Richard Socher	1
+ PDF Chat	Seq2seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models	2018	Hendrik Strobelt Sebastian Gehrmann Michael Behrisch Adam Perer Hanspeter Pfister Alexander M. Rush	1
+	Sequence to Sequence Learning with Neural Networks	2014	Ilya Sutskever Oriol Vinyals Quoc V. Le	1
+ PDF Chat	VQA: Visual Question Answering	2015	Stanislaw Antol Aishwarya Agrawal Jiasen Lu Margaret Mitchell Dhruv Batra C. Lawrence Zitnick Devi Parikh	1
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	1
+ PDF Chat	Crepe: A Convolutional Representation for Pitch Estimation	2018	Jong Wook Kim Justin Salamon Peter Li Juan Pablo Bello	1
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	1
+ PDF Chat	ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models	2017	Minsuk Kahng Pierre Andrews Aditya Kalro Duen Horng Chau	1
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	1
+ PDF Chat	Object Hallucination in Image Captioning	2018	Anna Rohrbach Lisa Anne Hendricks Kaylee Burns Trevor Darrell Kate Saenko	1