38 citations
- Ludwig-Maximilians-Universität MünchenDE56 papers
- California Institute of TechnologyUS39 papers
- Centre National de la Recherche ScientifiqueFR39 papers
- Centro de Investigaciones Energéticas, Medioambientales y TecnológicasES39 papers
- Institució Catalana de Recerca i Estudis AvançatsES39 papers
- Institute for High Energy PhysicsES39 papers
- Institut National de Physique Nucléaire et de Physique des ParticulesFR39 papers
- Instituto de Astrofísica de CanariasES39 papers
- Jet Propulsion LaboratoryUS39 papers
- Trieste Astronomical ObservatoryIT39 papers
- Universidad Autónoma de MadridES39 papers
- University College LondonGB39 papers
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cs.CL2026
Survey Response Generation: Generating Closed-Ended Survey Responses In-Silico with Large Language Models
Georg Ahnert, Anna-Carolina Haensch, Barbara Plank +1
Many in-silico simulations of human survey responses with large language models (LLMs) focus on generating closed-ended survey responses, whereas LLMs are typically trained to gene…
cs.CL2026
Rethinking Ground Truth: A Case Study on Human Label Variation in MLLM Benchmarking
Tomas Ruiz, Tanalp Agustoslu, Carsten Schwemmer
Human Label Variation (HLV), i.e. systematic differences among annotators' judgments, remains underexplored in benchmarks despite rapid progress in large language model (LLM) devel…