Mimno, David
- Provocations from the Humanities for Generative AI Research
2025/02/26 by Lauren Klein, Klein, Lauren, Meredith Martin +13 · 18 voices · 7 citations
Arts and Humanities · Computer Science · Social Sciences · #Artificial Intelligence in Games #Computational and Text Analysis Methods #Digital Humanities and Scholarship #cs.AI #cs.CY
- A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity
2023/05/22 by Shayne Longpre, Gregory Yauney, Longpre, Shayne +18 · 30 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
- A Practical Algorithm for Topic Modeling with Provable Guarantees
2012/12/19 by Sanjeev Arora, Arora, Sanjeev, Rong Ge +13 · 10 citations
Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Text and Document Classification Technologies
- Large Language Models in Qualitative Research: Uses, Tensions, and Intentions
2024/10/09 by Hope Schroeder, Schroeder, Hope, Marianne Aubin Le Quéré +7 · 14 citations
Social Sciences · #Computational and Text Analysis Methods #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- How Chinese are Chinese Language Models? The Puzzling Lack of Language Policy in China's LLMs
2024/07/12 by Andrea W Wen-Yi, Unso Eun Seo Jo, Wen-Yi, Andrea W +6 · 1 voice · 1 citation
Social Sciences · #Comparative and International Law Studies #cs.CL
- Report of the 1st Workshop on Generative AI and Law
2023/11/11 by A. Feder Cooper, Katherine Lee, Cooper, A. Feder +67 · 4 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Law, AI, and Intellectual Property
- [Lions: 1] and [Tigers: 2] and [Bears: 3], Oh My! Literary Coreference Annotation with LLMs
2024/01/31 by Rebecca M. M. Hicke, David Mimno, Hicke, Rebecca M. M. +1 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Too Long, Didn't Model: Decomposing LLM Long-Context Understanding With Novels
2025/05/20 by Sil Hamilton, Hamilton, Sil, Rebecca M. M. Hicke +5 · 3 voices · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regression
2012/06/13 by Mimno, David, McCallum, Andrew · 1 citation
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Methodology (stat.ME)
- Contextualized Topic Coherence Metrics
2023/05/23 by Hamed Rahimi, Rahimi, Hamed, Jacob Louis Hoover +9 · 2 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- What do Vegans do in their Spare Time? Latent Interest Detection in Multi-Community Networks
2015/11/11 by Jack Hessel, Alexandra Schofield, Hessel, Jack +5 · 1 voice
#cs.SI #physics.soc-ph
- Topic Modeling with Contextualized Word Representation Clusters
2020/10/23 by Laure Thompson, David Mimno, Thompson, Laure +1 · 2 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Low-dimensional Embeddings for Interpretable Anchor-based Topic Inference
2017/11/18 by Lee, Moontae, Mimno, David · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- T5 meets Tybalt: Author Attribution in Early Modern English Drama Using Large Language Models
2023/10/27 by Rebecca M. M. Hicke, David Mimno, Hicke, Rebecca M. M. +1 · 1 voice · 1 citation
#cs.CL #cs.LG
- Beyond Exchangeability: The Chinese Voting Process
2016/10/28 by Lee, Moontae, Jin, Seok Hyun, Mimno, David · 1 citation
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- The Afterlives of Shakespeare and Company in Online Social Readership
2024/01/14 by Maria Antoniak, Antoniak, Maria, David Mimno +9 · 1 citation
Computer Science · #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Stronger Random Baselines for In-Context Learning
2024/04/19 by Gregory Yauney, Yauney, Gregory, David Mimno +1 · 1 citation
Computer Science · #Machine Learning and Data Classification #Anomaly Detection Techniques and Applications #Machine Learning and Algorithms
- Do Chinese models speak Chinese languages?
2025/03/31 by Andrea W Wen-Yi, Wen-Yi, Andrea W, Unso Eun Seo Jo +3 · 1 voice · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Mathematics, Computing, and Information Processing
- The Zero Body Problem: Probing LLM Use of Sensory Language
2025/04/08 by Rebecca M. M. Hicke, Hicke, Rebecca M. M., Sil Hamilton +3 · 1 voice · 1 citation
Computer Science · Psychology · #Action Observation and Synchronization #Multimodal Machine Learning Applications #Social Robot Interaction and HRI #cs.CL #cs.LG