Political compass or spinning arrow? towards more meaningful evaluations for values and opinions in large language models P Röttger, V Hofmann, V Pyatkin, M Hinck, HR Kirk, H Schütze, D Hovy arXiv preprint arXiv:2402.16786, 2024 | 34 | 2024 |
Using imperfect surrogates for downstream inference: Design-based supervised learning for social science applications of large language models N Egami, M Hinck, B Stewart, H Wei Advances in Neural Information Processing Systems 36, 2024 | 14 | 2024 |
Do we still need BERT in the age of GPT? Comparing the benefits of domain-adaptation and in-context-learning approaches to using LLMs for Political Science Research M Bosley, M Jacobs-Harukawa, H Licht, A Hoyle | 12 | 2023 |
LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model M Hinck, ML Olson, D Cobbley, SY Tseng, V Lal arXiv preprint arXiv:2404.01331, 2024 | 7 | 2024 |
Using large language model annotations for valid downstream statistical inference in social science: Design-based semi-supervised learning N Egami, M Hinck, BM Stewart, H Wei arXiv preprint arXiv:2306.04746, 2023 | 7 | 2023 |
Does microtargeting work? evidence from an experiment during the 2020 united states presidential election M Jacobs-Harukawa Github. https://muhark. github. io/static/docs/harukawa-2021-microtargeting …, 2022 | 3 | 2022 |
Debias your Large Multi-Modal Model at Test-Time with Non-Contrastive Visual Attribute Steering N Ratzlaff, ML Olson, M Hinck, E Aflalo, SY Tseng, V Lal, P Howard arXiv preprint arXiv:2411.12590, 2024 | | 2024 |
Debiasing Large Vision-Language Models by Ablating Protected Attribute Representations N Ratzlaff, ML Olson, M Hinck, SY Tseng, V Lal, P Howard arXiv preprint arXiv:2410.13976, 2024 | | 2024 |
AutoPersuade: A Framework for Evaluating and Explaining Persuasive Arguments TR Saenger, M Hinck, J Grimmer, BM Stewart arXiv preprint arXiv:2410.08917, 2024 | | 2024 |
ClimDetect: A Benchmark Dataset for Climate Change Detection and Attribution S Yu, BL White, A Bhiwandiwalla, M Hinck, ML Olson, T Nguyen, V Lal arXiv preprint arXiv:2408.15993, 2024 | | 2024 |
Why do LLaVA Vision-Language Models Reply to Images in English? M Hinck, C Holtermann, ML Olson, F Schneider, S Yu, A Bhiwandiwalla, ... arXiv preprint arXiv:2407.02333, 2024 | | 2024 |
Automated Cognitive Debriefing M Hinck, U Ilavarasan, G King, K Nakamura, BM Stewart Society for Political Methodology, 2024 | | 2024 |
Using Large Language Model Annotations for the Social Sciences: A General Framework of Using Predicted Variables in Downstream Analyses N Egami, M Hinck, BM Stewart, H Wei | | |