Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM

18 April 2024

Papers citing "Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM"

25 / 25 papers shown

Title
Values in the Wild: Discovering and Analyzing Values in Real-World Language Model Interactions Saffron Huang Esin Durmus Miles McCain Kunal Handa Alex Tamkin Jerry Hong Michael Stern Arushi Somani Xiuruo Zhang Deep Ganguli VLM 42 1 0 21 Apr 2025
Science Hierarchography: Hierarchical Organization of Science Literature Muhan Gao Jash Shah Weiqi Wang Daniel Khashabi 31 0 0 18 Apr 2025
Towards Characterizing Subjectivity of Individuals through Modeling Value Conflicts and Trade-offs Younghun Lee Dan Goldwasser LLMAG 143 0 0 17 Apr 2025
Beyond Memorization: Mapping the Originality-Quality Frontier of Language Models Vishakh Padmakumar Chen Yueh-Han Jane Pan Valerie Chen He He 35 0 0 13 Apr 2025
Semantic Commit: Helping Users Update Intent Specifications for AI Memory at Scale Priyan Vaithilingam Munyeong Kim Frida-Cecilia Acosta-Parenteau Daniel Lee Amine Mhedhbi Elena L. Glassman Ian Arawjo 29 0 0 12 Apr 2025
ConceptCarve: Dynamic Realization of Evidence Eylon Caplan Dan Goldwasser 21 0 0 09 Apr 2025
Dataset Featurization: Uncovering Natural Language Features through Unsupervised Data Reconstruction Michal Bravansky Vaclav Kubon Suhas Hariharan Robert Kirk 66 0 0 24 Feb 2025
SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?$ Samuel Miserendino M. Wang Tejal Patwardhan Johannes Heidecke 43 17 0 17 Feb 2025
Understanding the LLM-ification of CHI: Unpacking the Impact of LLMs at CHI through a Systematic Literature Review Rock Yuren Pang Hope Schroeder Kynnedy Simone Smith Solon Barocas Ziang Xiao Emily Tseng Danielle Bragg 77 3 0 22 Jan 2025
The Evolution of LLM Adoption in Industry Data Curation Practices Crystal Qian Michael Xieyang Liu Emily Reif Grady Simon Nada Hussein Nathan Clement James Wexler Carrie J. Cai Michael Terry Minsuk Kahng AILaw ELM 75 4 0 20 Dec 2024
Clio: Privacy-Preserving Insights into Real-World AI Use Alex Tamkin Miles McCain Kunal Handa Esin Durmus Liane Lovitt ... Wes Mitchell Shan Carter Jack Clark Jared Kaplan Deep Ganguli 74 12 0 18 Dec 2024
Thoughtful Adoption of NLP for Civic Participation: Understanding Differences Among Policymakers Jose A. Guridi Cristobal Cheyre Qian Yang 31 1 0 30 Oct 2024
'Simulacrum of Stories': Examining Large Language Models as Qualitative Research Participants Shivani Kapania William Agnew Motahhare Eslami Hoda Heidari Sarah E Fox 34 4 0 28 Sep 2024
AI Policy Projector: Grounding LLM Policy Design in Iterative Mapmaking Michelle S. Lam Fred Hohman Dominik Moritz Jeffrey P. Bigham Kenneth Holstein Mary Beth Kery 30 1 0 26 Sep 2024
Explaining Datasets in Words: Statistical Models with Natural Language Parameters Ruiqi Zhong Heng Wang Dan Klein Jacob Steinhardt 35 6 0 13 Sep 2024
Can Unconfident LLM Annotations Be Used for Confident Conclusions? Kristina Gligorić Tijana Zrnic Cinoo Lee Emmanuel J. Candès Dan Jurafsky 66 5 0 27 Aug 2024
DiscipLink: Unfolding Interdisciplinary Information Seeking Process via Human-AI Co-Exploration Chengbo Zheng Yuanhao Zhang Zeyu Huang Christopher Schroers Minrui Xu Xiaojuan Ma 29 8 0 01 Aug 2024
Rideshare Transparency: Translating Gig Worker Insights on AI Platform Design to Policy Varun Nagaraj Rao Samantha Dalal Eesha Agarwal D. Calacci Andrés Monroy-Hernández 24 2 0 16 Jun 2024
Language Models as Critical Thinking Tools: A Case Study of Philosophers Andre Ye Jared Moore Rose Novick Amy X. Zhang KELM ELM LRM LLMAG 23 7 0 06 Apr 2024
Prospector Heads: Generalized Feature Attribution for Large Models & Data Gautam Machiraju Alexander Derry Arjun D Desai Neel Guha Amir-Hossein Karimi James Zou Russ Altman Christopher Ré Parag Mallick AI4TS MedIm 41 0 0 18 Feb 2024
Clarify: Improving Model Robustness With Natural Language Corrections Yoonho Lee Michelle S. Lam Helena Vasconcelos Michael S. Bernstein Chelsea Finn 23 6 0 06 Feb 2024
Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design Michelle S. Lam Zixian Ma Anne Li Izequiel Freitas Dakuo Wang James A. Landay Michael S. Bernstein 164 22 0 06 Mar 2023
Leveraging Large Language Models for Multiple Choice Question Answering Joshua Robinson Christopher Rytting David Wingate ELM 138 186 0 22 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 298 4,077 0 24 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 323 8,448 0 28 Jan 2022