Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation | Paper Citation Record

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Machine Culture , journal =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Provocations from the Humanities for Generative

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation and Wilkens, Matthew , title =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Proceedings of the 41st International Conference on Machine Learning , pages =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation and Yu, Tong and Kumar, Sachin and Majumder, Bodhisattwa Prasad and Shang, Jingbo and Ammanabrolu, Prithviraj and McAuley, Julian J

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Proceedings of the 40th International Conference on Machine Learning , publisher =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation AI & Society , year =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation , title =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Proceedings of the International Conference on Learning Representations , year =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Unresolved cited work

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Unresolved cited work

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation and Liu, Ziquan and Ferianc, Martin and Treleaven, Philip and Rodrigues, Miguel , title =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation 2026 , doi =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Unresolved cited work

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing , publisher =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Proceedings of the 1st Workshop on Benchmarking: Past, Present and Future , publisher =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation 2024 , doi =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation 2025 , doi =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation 2025 , doi =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Proceedings of the Conference on Language Modeling , year =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Machine Intelligence Research , year =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation The Twelfth International Conference on Learning Representations , year =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation and Jaeger, Garrett J

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation , title =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Creativity Research Journal , publisher =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Creativity Research Journal , publisher =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation , title =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation 2025 , doi =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation The Thirteenth International Conference on Learning Representations , year =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Creativity Research Journal , year =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation , title =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation 2025 , doi =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation 2025 , doi =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation 2025 , doi =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation , title =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Advances in Neural Information Processing Systems , publisher =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Science , year =

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Fanfiction in the age of ai: Community perspectives on creativity, authenticity and adoption

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Investigating cultural alignment of large language models

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation R., Shah, J

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Collective constitutional ai: Aligning a language model with public input

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation CS4: Measuring the Creativity of Large Language Models Automatically by Controlling the Number of Story-Writing Constraints

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation The case for domain specificity of creativity

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation and Kaufman, J

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation We need to consider disagreement in evaluation

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation A., Bengio, Y., and Jerbi, K

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Unresolved cited work

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Reference 74

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This paper cites F., Nussberger, A.-M., Czaplicka, A., Acerbi, A., Griffiths, T.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation F., Nussberger, A.-M., Czaplicka, A., Acerbi, A., Griffiths, T

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Art or artifice? large language models and the false promise of creativity

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation and Ding, N

Reference 77

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Reference 78

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Observation a8660d7f-5f87-461e-a328-dfd500078c2c · outbound

This paper cites Creativity: Flow and the psychology of discovery and invention.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Creativity: Flow and the psychology of discovery and invention

Reference 79

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Observation 5772e5a5-1b41-4cbe-85f4-97f1c945fddc · outbound

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Reference 80

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Observation ae03891e-25c8-4e35-a985-430a2d18c39c · outbound

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation A comparative approach to assessing linguistic creativity of large language models and humans

Reference 81

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Observation 9a20a1f2-3983-458a-81ca-d8d8843fcb95 · outbound

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Unresolved cited work

Reference 82

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Large ai models are cultural and social technologies

Reference 83

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Y., Choi, Y., and Tsvetkov, Y

Reference 84

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This paper cites Overton pluralistic reinforcement learning for large language models, 2026.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Overton pluralistic reinforcement learning for large language models, 2026

Reference 85

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Observation 0284daf9-6e90-43b4-a457-c78edc451630 · outbound

This paper cites an unresolved cited work.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Unresolved cited work

Reference 86

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Observation 4d406244-a34d-4595-9265-eed1173a8a94 · outbound

This paper cites What Shapes a Creative Machine Mind ? Comprehensively Benchmarking Creativity in Foundation Models , 2025.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation What Shapes a Creative Machine Mind ? Comprehensively Benchmarking Creativity in Foundation Models , 2025

Reference 87

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Observation 1d080b8a-cf41-4ce2-90b0-9bbd1ccd3b78 · outbound

This paper cites CreativityPrism: A Cross-Domain Evaluation Framework for Large Language Model Creativity.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation CreativityPrism: A Cross-Domain Evaluation Framework for Large Language Model Creativity

Reference 88

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Observation 71cf92e4-a205-4df0-b889-c3271b24b163 · outbound

This paper cites Evaluating Creative Short Story Generation in Humans and Large Language Models.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Evaluating Creative Short Story Generation in Humans and Large Language Models

Reference 89

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Observation fc061769-eeb3-4cfc-9141-07dd796355ac · outbound

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Task-Dependent Evaluation of LLM Output Homogenization: A Taxonomy-Guided Framework

Reference 90

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Reference 91

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Observation 54033ff2-f8ae-435e-9039-6c579d5b977e · outbound

This paper cites M., Tilton, L., and Mimno, D.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation M., Tilton, L., and Mimno, D

Reference 92

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Unresolved cited work

Reference 93

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Observation fe7d09b0-9c7d-462c-98a0-7b2456fde2e6 · outbound

This paper cites Human Creativity in the Age of LLMs : Randomized Experiments on Divergent and Convergent Thinking.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Human Creativity in the Age of LLMs : Randomized Experiments on Divergent and Convergent Thinking

Reference 94

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Observation a0ba4963-f6d2-47a9-8681-77ba79181340 · outbound

This paper cites Creative or Uncreative Partner : Comparing Humans and AI in Collaborative Creative Tasks , 2025.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Creative or Uncreative Partner : Comparing Humans and AI in Collaborative Creative Tasks , 2025

Reference 95

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Observation 7e655d38-e308-4822-b50f-18b905297190 · outbound

This paper cites an unresolved cited work.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Unresolved cited work

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-08T10:19:07.046192Z

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation I., Liu, Z., Ferianc, M., Treleaven, P., and Rodrigues, M

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:19:09.991089Z

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Observation ff7fb647-9eed-4f68-bdcb-046b91d16773 · outbound

This paper cites an unresolved cited work.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Unresolved cited work

Reference 98

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This paper cites Benchmarking distributional alignment of large language models.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Benchmarking distributional alignment of large language models

Reference 99

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Unavailable: canonical work link unavailable.

Observation c418efa8-9379-46a5-8c3a-654d41ba86a7 · outbound

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Dealing with disagreements: Looking beyond the majority vote in subjective annotations

Reference 100

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This paper cites PerSpectra : A scalable and configurable pluralist benchmark of perspectives from arguments.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation PerSpectra : A scalable and configurable pluralist benchmark of perspectives from arguments

Reference 101

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Observation 7dc39313-b8e0-4ca9-900d-e237684e8815 · outbound

This paper cites How much of a pluralist is chatgpt? a comparative study of value pluralism in generative ai chatbots.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation How much of a pluralist is chatgpt? a comparative study of value pluralism in generative ai chatbots

Reference 102

Resolution: verified exact; doi, observed 2026-08-08T10:19:07.169360Z

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Observation b10fd163-e9f3-4ac3-adbe-00912a91d4c4 · outbound

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation A., Nahas, J., Chmoulevitch, D., Cropper, S

Reference 103

Resolution: unresolved; no resolver link, observed 2026-08-08T10:19:07.066526Z

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation and He, H

Reference 104

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Observation cba01522-d8e7-40b9-ab06-3cde25809ccb · outbound

This paper cites The ``problem'' of human label variation: On ground truth in data, modeling and evaluation.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation The ``problem'' of human label variation: On ground truth in data, modeling and evaluation

Reference 105

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:19:09.916228Z

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Observation 9cb25874-65fc-46ab-aaef-f0064d51c139 · outbound

This paper cites an unresolved cited work.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Unresolved cited work

Reference 106

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:19:09.891167Z

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Observation c1282b50-69de-48b6-9df1-103177e4d306 · outbound

This paper cites and Gurevych, I.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation and Gurevych, I

Reference 107

Resolution: unresolved; no resolver link, observed 2026-08-08T10:19:07.078850Z

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Observation 7ed88661-4aa5-4b2f-9e0e-07ae25710844 · outbound

This paper cites an unresolved cited work.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Unresolved cited work

Reference 108

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Observation facb9566-081d-4db0-a59f-eb66e2e08897 · outbound

This paper cites Whose opinions do language models reflect? In Proceedings of the 40th International Conference on Machine Learning, volume 202, pp.\ 29971--30004.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Whose opinions do language models reflect? In Proceedings of the 40th International Conference on Machine Learning, volume 202, pp.\ 29971--30004

Reference 109

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Observation 1bb9cc77-8ba3-4499-b7c3-e4c4e95a269f · outbound

This paper cites an unresolved cited work.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Unresolved cited work

Reference 110

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T10:19:07.700048Z

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Observation b463565a-8ca6-44c3-b895-9252b0561889 · outbound

This paper cites MPNet: Masked and Permuted Pre-training for Language Understanding.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation MPNet: Masked and Permuted Pre-training for Language Understanding

Reference 111

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Observation ad398fe9-e82b-4056-9135-2155e91120d5 · outbound

This paper cites L., Mireshghallah, N., Rytting, C.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation L., Mireshghallah, N., Rytting, C

Reference 112

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:19:09.844803Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b246fffc-be89-44cd-bfee-0fd66cf0c163 · outbound

This paper cites L., and Brahman, F.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation L., and Brahman, F

Reference 113

Resolution: unresolved; no resolver link, observed 2026-08-08T10:19:07.099051Z

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Observation 91cd4936-d678-4897-906d-ec1325cbfa98 · outbound

This paper cites N., Fornaciari, T., Hovy, D., Paun, S., Plank, B., and Poesio, M.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation N., Fornaciari, T., Hovy, D., Paun, S., Plank, B., and Poesio, M

Reference 114

Resolution: unresolved; no resolver link, observed 2026-08-08T10:19:07.102002Z

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Unavailable: canonical work link unavailable.

Observation 47b46409-4bf5-4f6a-9c8f-04bef053cb4d · outbound

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Can Language Models Represent the Past without Anachronism?

Reference 115

Resolution: unresolved; no resolver link, observed 2026-08-08T10:19:07.104825Z

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Unavailable: canonical work link unavailable.

Observation bb0b69f4-e0a9-427a-adaa-732872d86dba · outbound

This paper cites We're Different, We're the Same: Creative Homogeneity Across LLMs.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation We're Different, We're the Same: Creative Homogeneity Across LLMs

Reference 116

Resolution: unresolved; no resolver link, observed 2026-08-08T10:19:07.108273Z

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Unavailable: canonical work link unavailable.

Observation de684c01-1720-4511-99f1-9254a291ed21 · outbound

This paper cites A., Yu, T., Kumar, S., Majumder, B.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation A., Yu, T., Kumar, S., Majumder, B

Reference 117

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:19:09.833382Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 26533853-063a-44f8-a97f-6772a3faa573 · outbound

This paper cites Self-pluralising culture alignment for large language models.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation Self-pluralising culture alignment for large language models

Reference 118

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:19:09.821233Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2c8d17a1-9956-4f5e-923b-9b2727386b25 · outbound

This paper cites H., Milli, S., Jusko, K.

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation H., Milli, S., Jusko, K

Reference 119

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:19:09.807626Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Coverage vector

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Outbound references

Pith citing papers