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(1,560)
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- Faculty Publications (257)
Show Results For
- All HBS Web
(1,560)
- People (3)
- News (354)
- Research (970)
- Events (3)
- Multimedia (1)
- Faculty Publications (257)
- 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... View Details
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).
- 06 Oct 2014
- Research & Ideas
Why Businesses Need a Language Strategy
distinct competitive advantage. While sometimes difficult to implement, Neeley and Kaplan argue that organizations that effectively marry language strategy with their global talent management process gain a... View Details
Keywords: Re: Tsedal Neeley
- August 1997
- Case
Natural Blends, Inc.
By: H. Kent Bowen, Ramchandran Jaikumar and Karen Krause
Describes the continuous flow process used to generate orange juice concentrate. Production involves several tightly coupled process steps with varying production rates and setup times. Given production constraints and customer requirements, management choices must be... View Details
Keywords: Customer Focus and Relationships; Decisions; Management Analysis, Tools, and Techniques; Product; Performance Capacity; Performance Productivity
Bowen, H. Kent, Ramchandran Jaikumar, and Karen Krause. "Natural Blends, Inc." Harvard Business School Case 698-012, August 1997.
- June 2024 (Revised September 2024)
- Case
Driving Scale with Otto
By: Rebecca Karp, David Allen and Annelena Lobb
This case asks how startup founders make scaling decisions in light of their priorities for their business and for themselves. Otto was a technology company that applied artificial intelligence technology to sales. It deployed natural language processing to find sales... View Details
Keywords: Artificial Intelligence; Natural Language Processing; B2B; B2B Innovation; Scaling; Scaling Tech Ventures; Business Startups; AI and Machine Learning; Finance; Sales; Business Strategy; Growth and Development Strategy; Entrepreneurship; Information Technology Industry; United States; Cambridge; New York (city, NY); Spain
Karp, Rebecca, David Allen, and Annelena Lobb. "Driving Scale with Otto." Harvard Business School Case 724-407, June 2024. (Revised September 2024.)
- February 2003 (Revised March 2003)
- Case
The Nature Conservancy
By: Allen S. Grossman and Jane Wei-Skillern
Almost immediately upon being appointed CEO of The Nature Conservancy (TNC), Steve McCormick undertakes a radical reorganization of this global institution. TNC is the largest and, by most measures, the most successful environment organization in the world, with... View Details
Keywords: Globalization; Leading Change; Organizational Change and Adaptation; Strategic Planning; Natural Environment; Nonprofit Organizations; United States
Grossman, Allen S., and Jane Wei-Skillern. "The Nature Conservancy." Harvard Business School Case 303-007, February 2003. (Revised March 2003.)
- Research Summary
Managing Processes
David A. Garvin is examining the nature and use of managerial and organizational processes—the means by which work is accomplished—including strategic processes that chart corporate direction, resource allocation processes that distribute funds,... View Details
- May 2012
- Case
Evergreen Natural Markets 2012
By: Rosabeth M. Kanter and Paul S. Myers
Evergreen Natural Markets is a successful food retailer located in the Rocky Mountain region of the U.S. Having grown through acquisition, it has a reputation for improving the companies it purchases while retaining previous management. This strategy has succeeded due... View Details
Keywords: United States; Operating Systems; Acquisitions; Strategy; Human Resource Management; Consolidations; Retail Trade; Food; Growth Management; Organizational Culture; Consolidation; Acquisition; Business Processes; Retail Industry; Food and Beverage Industry; Las Vegas; Western United States
Kanter, Rosabeth M., and Paul S. Myers. "Evergreen Natural Markets 2012." Harvard Business School Brief Case 124-450, May 2012.
- Web
Art Nature Business
Skip to Main Content Art Nature Business Search Baker Library Search Search Search Overview Art, Nature, and Business: Perspectives on the Environment October 2019–December 2020 (extended through 2023) Spangler Center, Harvard Business... View Details
- November 2019 (Revised June 2020)
- Case
Indigo Agriculture: Harnessing Nature
By: Marco Iansiti, Michael W. Toffel and James Barnett
Indigo Agriculture used a digital-enabled research and development (R&D) process to launch its initial product, microbial coatings for agricultural seeds, which increase crop yields while reducing the need for fertilizers. In doing so, the company developed direct... View Details
Keywords: Carbon Sequestration; Operations; Supply Chain; Social Enterprise; Product Development; Distribution Channels; Business Strategy; Digital Platforms; Environmental Sustainability; Science-Based Business; Climate Change; Agriculture and Agribusiness Industry; Green Technology Industry; United States; Massachusetts
Iansiti, Marco, Michael W. Toffel, and James Barnett. "Indigo Agriculture: Harnessing Nature." Harvard Business School Case 620-024, November 2019. (Revised June 2020.)
- 2023
- Other Article
The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications
By: Mirac Suzgun, Luke Melas-Kyriazi, Suproteem K. Sarkar, Scott Duke Kominers and Stuart Shieber
Innovation is a major driver of economic and social development, and information about many kinds of innovation is embedded in semi-structured data from patents and patent applications. Though the impact and novelty of innovations expressed in patent data are difficult... View Details
Keywords: USPTO; Natural Language Processing; Classification; Summarization; Patent Novelty; Patent Trolls; Patent Enforceability; Patents; Innovation and Invention; Intellectual Property; AI and Machine Learning; Analytics and Data Science
Suzgun, Mirac, Luke Melas-Kyriazi, Suproteem K. Sarkar, Scott Duke Kominers, and Stuart Shieber. "The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications." Conference on Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track 36 (2023).
- April 2020
- Teaching Note
Indigo Agriculture: Harnessing Nature
By: Michael W. Toffel and James Barnett
Teaching Note for HBS No. 620-024. Indigo Agriculture used a digital-enabled research and development (R&D) process to launch its initial product, microbial coatings for agricultural seeds, which increase crop yields while reducing the need for fertilizers. In doing... View Details
- July–September 2012
- Article
The (Un)Hidden Turmoil of Language in Global Collaboration
By: Tsedal Neeley, Pamela J. Hinds and Catherine D. Cramton
Companies are increasingly relying on a lingua franca, or common language (usually English), to facilitate cross-border collaboration. Despite the numerous benefits of a lingua franca, our research reveals myriad challenges that disrupt collaboration and contribute to... View Details
Keywords: Strategy; Loss; Spoken Communication; Performance Productivity; Research; Global Range; Problems and Challenges; Diversity; Cross-Cultural and Cross-Border Issues
Neeley, Tsedal, Pamela J. Hinds, and Catherine D. Cramton. "The (Un)Hidden Turmoil of Language in Global Collaboration." Organizational Dynamics 41, no. 3 (July–September 2012): 236–244.
- February 2020
- Supplement
Indigo Agriculture: Harnessing Nature
By: Michael W. Toffel and James Barnett
Indigo Agriculture used a digital-enabled research and development (R&D) process to launch its initial product, microbial coatings for agricultural seeds, which increase crop yields while reducing the need for fertilizers. In doing so, the company developed direct... View Details
Keywords: Operations; Supply Chain; Social Enterprise; Product Development; Distribution Channels; Business Strategy; Digital Platforms; Environmental Sustainability; Science-Based Business; Climate Change; Agriculture and Agribusiness Industry; Green Technology Industry; United States; Massachusetts
- 09 Oct 2001
- Research & Ideas
Driven: How Human Nature Shapes Organizations
people and groups that complicate the process of sustaining healthy working relationships. Any organization has design issues posed by the innate nature of its employees and also by the same innate View Details
Keywords: by Paul Lawrence & Nitin Nohria
- 24 Mar 2014
- Research & Ideas
The Surprising Link Between Language and Corporate Responsibility
We've heard that Eskimos have 100 words for snow—a common way of expressing how language affects the way we see the world. Whether or not that particular example is true, cultural linguists have long theorized that the words a particular... View Details
Keywords: by Michael Blanding
- July 1990
- Case
Ceramics Process Systems Corp. (B)
By: Kim B. Clark and Brent D. Barnett
Ceramics Process Systems (CPS) is an advanced ceramics company facing problems with lead time in product/process development, and late delivery of prototype parts to its customers. Engineering is confronted with difficult technical problems and multiple objectives... View Details
Keywords: Product Development; Business Processes; Management Practices and Processes; Supply Chain Management; Machinery and Machining; Goals and Objectives; Resource Allocation; Customer Satisfaction; Customer Value and Value Chain; Manufacturing Industry
Clark, Kim B., and Brent D. Barnett. "Ceramics Process Systems Corp. (B)." Harvard Business School Case 691-006, July 1990.
- February 2016
- Article
Unearned Status Gain: Evidence from a Global Language Mandate
By: Tsedal Neeley and Tracy Dumas
Theories of status rarely address unearned status gain—an unexpected and unsolicited increase in relative standing, prestige, or worth, attained not through individual effort or achievement, but from a shift in organizationally valued characteristics. We build theory... View Details
Keywords: Status and Position; Equality and Inequality; Spoken Communication; Organizations; Japan; United States
Neeley, Tsedal, and Tracy Dumas. "Unearned Status Gain: Evidence from a Global Language Mandate." Academy of Management Journal 59, no. 1 (February 2016): 14–43.
- 01 Sep 2014
- News
The Changing Nature of Research
The problems facing business and society are increasingly complex. Developing solutions to global challenges requires a faculty adept at field work, cross-sector collaboration, complex data analysis, and intensive laboratory work, as well as committed to disseminating... View Details
- Research Summary
Overview
My current research focuses on the role of AI in shaping organizational knowledge production, learning, and innovation processes. I run field experiments to study early-stage idea generation and evaluation in entrepreneurial context. View Details
- January–February 2021
- Article
Making Space for Emotions: Empathy, Contagion, and Legitimacy’s Double-Edged Sword
By: Andreea Gorbatai, Cyrus Dioun and Kisha Lashley
Legitimacy is critical to the formation and expansion of nascent fields because it lends credibility and recognizability to once overlooked actors and practices. At the same time, legitimacy can be a double-edged sword precisely because it facilitates field growth,... View Details
Keywords: Legitimacy; Collective Identity; Emotional Contagion; Field-congifiguring Events; Empathy; Natural Language Processing; Mixed Methods; Organizational Culture; Emotions; Groups and Teams
Gorbatai, Andreea, Cyrus Dioun, and Kisha Lashley. "Making Space for Emotions: Empathy, Contagion, and Legitimacy’s Double-Edged Sword." Organization Science 32, no. 1 (January–February 2021): 42–63.