Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-11T23:52:16.201593Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2607.03801.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-11T23:52:16.201593Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation bafb0c52-ad3c-4019-8a03-0995aa2f3a75 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks A Survey of Small Language Models
Reference 2
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Unavailable: canonical work link unavailable.
Observation c9a6e896-bb7f-4900-97f6-d7c11b8b2f73 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Instruction-Based Approaches , author =
Reference 3
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Observation ce040c16-5b1d-42dd-8c39-3c0b8b60bb92 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks 2025 , publisher =
Reference 4
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Unavailable: canonical work link unavailable.
Observation b15b8494-fb9d-4e71-bd92-b431ecfec2ef · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Advances in Neural Information Processing Systems , volume =
Reference 5
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Observation 20c2b289-180f-4fa7-8a44-11c86b0d464e · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks 2024 , eprint =
Reference 6
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Observation f36754a9-1d33-426e-a2a2-efb6a8f29a32 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Right Answer, Wrong Score: Uncovering the Inconsistencies of
Reference 7
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Unavailable: canonical work link unavailable.
Observation e4d6b5d0-060c-47c0-bbc9-974660027441 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Mind the Gap: A Closer Look at Tokenization for Multiple-Choice Question Answering with
Reference 8
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Unavailable: canonical work link unavailable.
Observation a9436405-5813-40c4-835f-a8a63240dab0 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Efficient Multi-Prompt Evaluation of
Reference 9
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Unavailable: canonical work link unavailable.
Observation 974da967-5f5a-47eb-81e7-bccb6c88127e · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Small Language Models: Survey, Measurements, and Insights
Reference 10
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Unavailable: canonical work link unavailable.
Observation d663c739-057c-425d-be54-9eeddf3371fd · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Small Language Models (SLMs) Can Still Pack a Punch: A survey (updated 2026)
Reference 11
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Unavailable: canonical work link unavailable.
Observation 6cbfb33f-8f8f-4e6e-a7b7-7f38a648ddb1 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness
Reference 12
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Unavailable: canonical work link unavailable.
Observation 1631f1fa-d05f-48de-9042-777afd0016c5 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Mobile Foundation Model as Firmware
Reference 13
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Unavailable: canonical work link unavailable.
Observation 764c945e-40d7-4a24-b878-42740533f6c9 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Scientific Reports , volume =
Reference 14
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Observation 7d432588-1b41-4a9f-a096-1092c73eb2d4 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Unresolved cited work
Reference 15
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Unavailable: canonical work link unavailable.
Observation 4456709e-433d-4f64-a136-7ed144167e27 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Sensors , volume =
Reference 16
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Unavailable: canonical work link unavailable.
Observation 319b6de2-2777-4c0f-8f95-0eb12aca7a14 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Unresolved cited work
Reference 17
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Observation 42daa495-95b1-4402-ab85-57117565e4a5 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Proceedings of the 41st International Conference on Machine Learning , year =
Reference 18
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Unavailable: canonical work link unavailable.
Observation 511a7886-a545-4a63-acdc-9601600e28fe · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with
Reference 19
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Unavailable: canonical work link unavailable.
Observation 8e8aaa7e-c2fd-4fb8-8800-76a7e15125e0 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Journal of Machine Learning Research , volume =
Reference 20
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Observation ee3473fa-7705-4a90-8b30-7df556c4262d · outbound
Reference 21
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Unavailable: canonical work link unavailable.
Observation 6b322690-ae82-431e-a93e-57801cc4db23 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Advances in Neural Information Processing Systems (NeurIPS) , year =
Reference 22
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Observation f3317e0d-f627-40a7-81cd-f4af225da3cb · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Unresolved cited work
Reference 23
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Unavailable: canonical work link unavailable.
Observation ba1dbf1f-6ebe-4ad8-b708-d4b97ada75ca · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks International Conference on Learning Representations , year =
Reference 24
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Unavailable: canonical work link unavailable.
Observation f47ae0b0-b7cc-4847-88d6-99abb7f1af5d · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Qwen3 Technical Report
Reference 25
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Observation fafe1f8a-da2b-4130-adce-455cbb290f82 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations , pages =
Reference 26
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Unavailable: canonical work link unavailable.
Observation fd150358-0da9-4b4e-a417-643d6770c0d4 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Psychometrika , volume =
Reference 27
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Unavailable: canonical work link unavailable.
Observation 64970963-c76c-40e2-9511-d647e39917a0 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Neural Computation , volume =
Reference 28
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Observation 9702ed24-f67b-4bc4-92d3-8d2cb4ce6f78 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Unresolved cited work
Reference 29
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Unavailable: canonical work link unavailable.
Observation 9b066353-cca8-4b3a-b4a0-7b0868bc952c · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Apple Intelligence Foundation Language Models: Tech Report 2025
Reference 30
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Observation fdfda507-80ae-4f88-838f-b9e790370a78 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Unresolved cited work
Reference 31
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Unavailable: canonical work link unavailable.
Observation ba2ecc82-06be-4f8d-9153-a9d87d3cc6d3 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Unresolved cited work
Reference 32
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Unavailable: canonical work link unavailable.
Observation a3e54b02-f3d4-43dc-b43b-082b2b235391 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Unresolved cited work
Reference 33
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Observation 2e5936a1-c6cb-4134-b454-ccee34241f2e · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Aho and Jeffrey D
Reference 34
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Observation b69794da-ada2-42ca-b0f8-7b1422fb33a6 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Unresolved cited work
Reference 35
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Observation f8670350-2ed4-4933-a194-e7426331d7ad · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Chandra and Dexter C
Reference 36
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Observation 52b28bba-35d0-4e08-a939-28a60b1ee4e0 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Scalable training of
Reference 37
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Observation 12c05bae-d195-4a05-9f89-fa3a10ed58e4 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Unresolved cited work
Reference 38
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Unavailable: canonical work link unavailable.
Observation 00c0d4a9-db18-4323-92ff-6d59d07e408f · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Tetreault , title =
Reference 39
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Observation 4e685a50-610f-4e39-900e-4da65644df86 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =
Reference 40
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Observation af95d87d-e25d-475d-b5b8-e482f56c14ec · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics , pages =
Reference 41
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Observation 1d516ced-919d-4c63-9f7d-cb32a1aeef3a · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Proceedings of the AAAI Conference on Artificial Intelligence , volume =
Reference 42
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Observation 7762f055-d50d-41f5-8085-fe65282340df · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Proceedings of the AAAI Conference on Artificial Intelligence , volume =
Reference 43
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Unavailable: canonical work link unavailable.
Observation ea751350-d3ad-4dfd-8c9a-9e5b317ac30e · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks 2024 , eprint =
Reference 44
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Unavailable: canonical work link unavailable.
Observation 578ffc72-1c3c-4ff1-83cc-d96a9f147a4b · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Gemma 3 Technical Report
Reference 45
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Unavailable: canonical work link unavailable.
Observation cc8a0b6e-829c-4004-8497-6502b38aeaa0 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks 2024 , eprint =
Reference 46
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Observation cd39069e-9ca0-4736-8d1a-f19868837725 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Proceedings of the 3rd Workshop on Noisy User-generated Text , pages=
Reference 47
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Unavailable: canonical work link unavailable.
Observation 2b07f35f-50ca-4b72-96f3-ec29bccc9d8b · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
Reference 48
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Unavailable: canonical work link unavailable.
Observation b367a4b2-b4f2-45c5-bcfc-137624584834 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Advances in Neural Information Processing Systems , volume=
Reference 49
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Observation 7b7ee9d4-9e02-493e-a015-f3427fdf2f18 · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks The False Promise of Imitating Proprietary LLMs
Reference 50
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Observation 50053902-f42b-4a9e-8936-c19b744bbb2c · outbound
Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks Findings of the Association for Computational Linguistics: ACL 2025 , pages=
Reference 51
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No inbound Pith citation observations are available.