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Show Results For
-
All HBS Web
(763)
- News (198)
- Research (421)
- Events (2)
- Multimedia (5)
- Faculty Publications (165)
- 18 Feb 2015
- First Look
First Look: February 18
"finish the job" by endorsing the unified approach, in order to ensure adequate procedural protections to minority shareholders. February 2015 Research in Organizational Behavior Morality Rebooted:...
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Sean Silverthorne
- August 2023
- Article
Explaining Machine Learning Models with Interactive Natural Language Conversations Using TalkToModel
By: Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju and Sameer Singh
Practitioners increasingly use machine learning (ML) models, yet models have become more complex and harder to understand. To understand complex models, researchers have proposed techniques to explain model predictions. However, practitioners struggle to use...
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Slack, Dylan, Satyapriya Krishna, Himabindu Lakkaraju, and Sameer Singh. "Explaining Machine Learning Models with Interactive Natural Language Conversations Using TalkToModel." Nature Machine Intelligence 5, no. 8 (August 2023): 873–883.
- 2023
- Article
Post Hoc Explanations of Language Models Can Improve Language Models
By: Satyapriya Krishna, Jiaqi Ma, Dylan Slack, Asma Ghandeharioun, Sameer Singh and Himabindu Lakkaraju
Large Language Models (LLMs) have demonstrated remarkable capabilities in performing complex tasks. Moreover, recent research has shown that incorporating human-annotated rationales (e.g., Chain-of-Thought prompting) during in-context learning can significantly enhance...
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Krishna, Satyapriya, Jiaqi Ma, Dylan Slack, Asma Ghandeharioun, Sameer Singh, and Himabindu Lakkaraju. "Post Hoc Explanations of Language Models Can Improve Language Models." Advances in Neural Information Processing Systems (NeurIPS) (2023).
- Web
Organizational Behavior Awards & Honors - Faculty & Research
The Case Centre Classic Case Collection in 2021. Anthony Mayo : Received the 2021 HBS Student Association Faculty Award for Outstanding Teaching. Tsedal Neeley : Selected by Business Insider as one of the 100 people transforming business...
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- 15 Dec 2015
- First Look
December 15, 2015
(Frank) Li, and Dylan B. Minor Abstract—We link the corporate governance literature in financial economics to the agency cost perspective of corporate social responsibility (CSR) to derive theoretical...
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Carmen Nobel
- 25 May 2010
- First Look
First Look: May 25
attempting the transformation required to embrace a new, dominant technology—the choice to maintain focus on the old technology. In considering this choice we distinguish between "racing" strategies, which attempt to fight off the rise of the new technology...
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Martha Lagace
- 02 Feb 2016
- First Look
February 2, 2016
of accounting research papers draws causal inferences notwithstanding the well-known difficulties in doing so with observational data. While a minority of papers seeks to use quasi-experimental methods to draw inferences, there are...
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Sean Silverthorne
- 17 Jan 2020
- Blog Post
Going the Distance for Investment Excellence
that, in his own words, was “a bit of a news junkie household.” Surrounded by stacks of publications like The Wall Street Journal, as a teenager he developed a keen understanding of macroeconomic terms—an interest that grew as he later...
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- 30 Oct 2018
- First Look
New Research and Ideas, October 30, 2018
in data. ML methods also address several issues raised by scholars pertinent to the norms of empirical research in the fields of strategy and management (such as “p-hacking” and confounding local effects with global effects). We provide a...
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Dina Gerdeman
- Web
Sexual Harassment - Race, Gender & Equity
what has been revealed by #MeToo and also, looking back over my career and the hundreds of acts of harassment and discrimination I endured, I’m discouraged that it appears that nothing has really changed for women in the workplace.” AGE...
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- Winter 2022
- Article
Determinants of Small Business Reopening Decisions After COVID Restrictions Were Lifted
By: Dylan Balla-Elliott, Zoë B. Cullen, Edward L. Glaeser, Michael Luca and Christopher Stanton
The COVID-19 pandemic led to dramatic economic disruptions, including government-imposed restrictions that temporarily shuttered millions of American businesses. We use a nation-wide survey of thousands of small business owners to establish three main facts about...
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Keywords:
COVID-19;
Demand Forecasting;
Reopening;
Health Pandemics;
Government Administration;
Small Business
Balla-Elliott, Dylan, Zoë B. Cullen, Edward L. Glaeser, Michael Luca, and Christopher Stanton. "Determinants of Small Business Reopening Decisions After COVID Restrictions Were Lifted." Journal of Policy Analysis and Management 41, no. 1 (Winter 2022): 278–317.
- 2022
- Working Paper
TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations
By: Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju and Sameer Singh
Practitioners increasingly use machine learning (ML) models, yet they have become more complex and harder to understand. To address this issue, researchers have proposed techniques to explain model predictions. However, practitioners struggle to use explainability...
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Slack, Dylan, Satyapriya Krishna, Himabindu Lakkaraju, and Sameer Singh. "TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations." Working Paper, 2022.
- 09 Dec 2014
- First Look
First Look: December 9
created a new market that entrepreneurs rushed to enter, channeled by regulations that aimed to minimize marijuana's access to minors while not stifling the emergent new industry. The case describes...
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Sean Silverthorne
- July 2017 (Revised July 2018)
- Case
Upwork: Creating the Human Cloud
By: Dylan Minor and David Yoffie
Stephane Kasriel, the new CEO of Upwork, the leading platform for freelance labor, needs to decide on how to redesign its business model. While the firm has been growing rapidly since the merger of Odesk and eLance, the newly combined firm continues to face problems of...
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Keywords:
Strategy;
Platform;
Platform Businesses;
Technology;
Business Model;
Digital Platforms;
Growth and Development Strategy;
Internet and the Web;
Labor
Minor, Dylan, and David Yoffie. "Upwork: Creating the Human Cloud." Harvard Business School Case 718-402, July 2017. (Revised July 2018.)
- February 2017
- Supplement
Truly Human Leadership at Barry-Wehmiller: Video Supplement
By: Jan Rivkin and Dylan Minor
Keywords:
Job Cuts and Outsourcing;
Values and Beliefs;
Organizational Culture;
Employees;
Business Strategy;
Manufacturing Industry
Rivkin, Jan, and Dylan Minor. "Truly Human Leadership at Barry-Wehmiller: Video Supplement." Harvard Business School Multimedia/Video Supplement 717-803, February 2017.
- 05 Jul 2006
- First Look
First Look: July 5, 2006
Working PapersThe Framing Effect of Price Format Marco Bertini and Luc Wathieu Existing evidence suggests that preferences are affected by whether a price is presented as one all-inclusive expense or partitioned into a series of...
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Sean Silverthorne
- 06 Apr 2010
- First Look
First Look: April 6
methodologies for detecting "tunneling," or efforts by firms' controlling owner managers to take money for themselves at the expense of minority shareholders. We find that, in contrast to prior...
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Martha Lagace
- 2015
- Working Paper
Misconduct in Financial Services: Differences across Organizations
By: Jennifer Brown and Dylan Minor
We examine misconduct in financial services. We propose a theory in which experts extract surplus based on the value of their firm's brand and their own skills. Using sales complaint data for insurance agents, we find that agents working exclusively for large branded...
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Brown, Jennifer, and Dylan Minor. "Misconduct in Financial Services: Differences across Organizations." Harvard Business School Working Paper, No. 16-022, August 2015.
- 28 Jun 2016
- First Look
June 28, 2016
increased resource utilization (i.e., longer average length of stay) for both minor and major teaching hospitals, relative to a control group of non-teaching hospitals. We find limited evidence of negative effects on quality as measured...
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Sean Silverthorne
- 11 May 2010
- First Look
First Look: May 11
Invention of Data Privacy in the United States and France Author:J. Gunnar Trumbull Publication:In The Voice of the Citizen Consumer, edited by K. Bruckweh. Cambridge: Cambridge University Press, 2010 An abstract is unavailable at this...
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Keywords:
Martha Lagace