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Paper Citation Record · LEDGER

Perspective Transition of Large Language Models for Solving Subjective Tasks

As of 12 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2501.09265.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.09265 v2

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:11:11.517027Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

63 of 63 outbound references displayed

  • verified exact7
  • verified fuzzy1
  • unresolved55
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 045f4b73-bfde-486e-9624-2911670e3597 · outbound

This paper cites EnsemW2S: Enhancing Weak-to-Strong Generalization with Large Language Model Ensembles.

Perspective Transition of Large Language Models for Solving Subjective Tasks EnsemW2S: Enhancing Weak-to-Strong Generalization with Large Language Model Ensembles

Reference 1

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Observation 30946fa1-8e9a-423f-92a8-bd269f3d8e2d · outbound

This paper cites Improved Training for Self-Training by Confidence Assessments.

Perspective Transition of Large Language Models for Solving Subjective Tasks Improved Training for Self-Training by Confidence Assessments

Reference 2

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation ad0b7053-90aa-4126-8722-5b5690faae01 · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 4

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Observation 08586102-85ee-472c-a6d6-d9b1a97d2d33 · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 5

Resolution
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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation ce0531e6-be45-4d42-af91-6f592c091fd0 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Perspective Transition of Large Language Models for Solving Subjective Tasks Evaluating Large Language Models Trained on Code

Reference 6

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Observation 1e9f2026-615c-41f5-9a02-237fabb9520e · outbound

This paper cites PaLM: Scaling Language Modeling with Pathways.

Perspective Transition of Large Language Models for Solving Subjective Tasks PaLM: Scaling Language Modeling with Pathways

Reference 7

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Observation 31155f04-ea78-419b-a329-7fd0739a7ecf · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Perspective Transition of Large Language Models for Solving Subjective Tasks Training Verifiers to Solve Math Word Problems

Reference 8

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source=arxiv_source observed=2026-08-10T20:11:10.763717Z digest=sha256:e6582e86312dbbee7d2a41e4e0e6aaa2394a18f0642b673e1b8cadf7b8cc2f13

Observation ff807618-04ba-4e4e-b7ba-0d27a329ef85 · outbound

This paper cites Learning with Confidence: Training Better Classifiers from Soft Labels.

Perspective Transition of Large Language Models for Solving Subjective Tasks Learning with Confidence: Training Better Classifiers from Soft Labels

Reference 9

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local_arxiv, observed 2026-08-10T20:11:13.482932Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:11:10.770740Z digest=sha256:cee9598ca28c52fdc63c4b8e7308af085d130c3e701cf73b47f321b0d79eb2fb

Observation f9b2ffa2-d389-4e96-a56f-3bdb9ed68774 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Perspective Transition of Large Language Models for Solving Subjective Tasks DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 10

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Observation c010fe98-4a78-4a95-ab9c-5698c41a72d6 · outbound

This paper cites Tenenbaum, and Igor Mordatch.

Perspective Transition of Large Language Models for Solving Subjective Tasks Tenenbaum, and Igor Mordatch

Reference 11

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Observation 61bd894e-4040-48a9-a165-8fa78338b335 · outbound

This paper cites The Llama 3 Herd of Models.

Perspective Transition of Large Language Models for Solving Subjective Tasks The Llama 3 Herd of Models

Reference 12

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Observation 3c4aecb2-91b9-4ecb-a128-7c3ac55ff285 · outbound

This paper cites Reranking Laws for Language Generation: A Communication-Theoretic Perspective.

Perspective Transition of Large Language Models for Solving Subjective Tasks Reranking Laws for Language Generation: A Communication-Theoretic Perspective

Reference 13

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation faba38bf-143a-4514-aff3-02e20917674d · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 14

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Observation 7833f3bf-905c-4eb1-8151-5a6d05580af7 · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation aa361713-9e6a-465d-a520-ce0eb714fe20 · outbound

This paper cites Training Compute-Optimal Large Language Models.

Perspective Transition of Large Language Models for Solving Subjective Tasks Training Compute-Optimal Large Language Models

Reference 16

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Observation 279f295e-c21f-44d7-a9aa-2a0d5823699b · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 17

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Observation 0556ac78-6af8-4854-89aa-a737194f4975 · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 18

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Observation 2b615906-b6a9-40c6-974c-6cdc78c1a61c · outbound

This paper cites Mistral 7B.

Perspective Transition of Large Language Models for Solving Subjective Tasks Mistral 7B

Reference 19

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Observation 1ba4bbf6-2b14-4f01-af9f-d9057d899951 · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 28ab49b1-b439-4823-809e-16fe348b204c · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 21

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation d5140b90-c46d-4426-86e2-621143f32d43 · outbound

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Perspective Transition of Large Language Models for Solving Subjective Tasks MVIGER: Multi-View Variational Integration of Complementary Knowledge for Generative Recommender

Reference 22

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Observation 0e21aada-aefd-4d85-884a-40ab245ff3ad · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 23

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Observation 7514bfd4-2c2e-4b05-ada3-62aa5dcdae5d · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 24

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Observation cc89dc1a-0b38-4403-9259-bf3294d62653 · outbound

This paper cites Showing LLM-Generated Code Selectively Based on Confidence of LLMs.

Perspective Transition of Large Language Models for Solving Subjective Tasks Showing LLM-Generated Code Selectively Based on Confidence of LLMs

Reference 25

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Observation c1318e7c-18fd-4897-b0ec-0d24488b7b83 · outbound

This paper cites WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct.

Perspective Transition of Large Language Models for Solving Subjective Tasks WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct

Reference 26

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Observation 864a43cf-8a11-4c79-96d8-b9dd7e846b03 · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 27

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Observation 6d6291df-9df2-4b13-9d01-48b4dd5ad3af · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 28

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Observation 13074272-1336-495a-9af3-c33c058d9e1c · outbound

This paper cites Uncertainty estimation via ensembles of deep learning models and dropout layers for seismic traces.

Perspective Transition of Large Language Models for Solving Subjective Tasks Uncertainty estimation via ensembles of deep learning models and dropout layers for seismic traces

Reference 29

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 035c0c77-a08f-4094-b38f-28f3be9fc21d · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 30

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Observation 8e740b7e-977d-41dc-90d5-64a3b2625d0f · outbound

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Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 31

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 70292768-38c8-48c6-bec2-f16a13afa814 · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 32

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 1b49cd8f-2ea5-4758-b22d-a7f88ac2c5f6 · outbound

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Perspective Transition of Large Language Models for Solving Subjective Tasks GPT-4 Technical Report

Reference 33

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Observation 877f8e5d-3eb9-4f01-8d3c-2dc0474201e1 · outbound

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Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 2f9e9a53-69df-4eea-8e9b-9f7fa29a5f27 · outbound

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Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 35

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Observation 9625dea7-ce1e-4cbe-a790-f75d8d2c5bb8 · outbound

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Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 36

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Observation 6bf57350-97e5-4fa1-a644-762d14f50dc5 · outbound

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Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 37

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Observation f33820f7-438d-4898-9c5d-908f81e5b683 · outbound

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Perspective Transition of Large Language Models for Solving Subjective Tasks Code Llama: Open Foundation Models for Code

Reference 38

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Observation 03404c47-42e7-4bc9-93f9-96030046e48d · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 39

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Observation 73de6c17-37e2-4fc4-a7bc-af90c9d22653 · outbound

This paper cites To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning.

Perspective Transition of Large Language Models for Solving Subjective Tasks To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-10T20:11:11.148033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:11:11.148033Z digest=sha256:ba84f30451a763781aa8c5a4ba3265d6c80601058a57569e285b775d544de741

Observation c07b2853-93cc-4e7e-8d74-52c1e2d320c8 · outbound

This paper cites Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.

Perspective Transition of Large Language Models for Solving Subjective Tasks Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-10T20:11:11.167074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:11:11.167074Z digest=sha256:bf42c879647f95a2d781bb19d8f125920e13e192003a4f0e9f8794a6d04cf0d6

Observation 68ceb9c9-8e59-4d5a-b925-d7d52e2b93ad · outbound

This paper cites Sociodemographic Prompting is Not Yet an Effective Approach for Simulating Subjective Judgments with LLMs.

Perspective Transition of Large Language Models for Solving Subjective Tasks Sociodemographic Prompting is Not Yet an Effective Approach for Simulating Subjective Judgments with LLMs

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-10T20:11:11.176825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:11:11.176825Z digest=sha256:a23e7333f42cdde766b06a4d1616e61c55863dd39dedbbd32953056359b0db52

Observation 66b70c4f-aced-4c1e-9705-7ed9a05f5428 · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-10T20:11:11.185272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:11:11.185272Z digest=sha256:7b1ab7ad0fe40e7403e1c4ca94e644261796d86b77f6fd13555b7958b887e36d

Observation 5b52f797-b8a0-4938-93a1-7b6976ba4d4c · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Perspective Transition of Large Language Models for Solving Subjective Tasks LLaMA: Open and Efficient Foundation Language Models

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-10T20:11:11.241681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:11:11.241681Z digest=sha256:22c8ce7f04b0eed718702d44e691dc0625f7357db168fe24b61b85ab505038e0

Observation e24bd003-3a65-4697-b51f-bfdbb9ab64da · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-10T20:11:11.248663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:11:11.248663Z digest=sha256:f562121bdb073dee9a1083acc63ce4788ef08272b56406cf537e3af86f7331b6

Observation 2b2bd9ea-1acd-4470-966f-5b45a8c5929a · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-10T20:11:11.258843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:11:11.258843Z digest=sha256:a5b9c21cb2b1b42ea8c4d561cb0e11f42b8e4261399172ed3ac69130fc575edf

Observation 4193b1c2-2962-494b-9777-34167e0d82ef · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:11:14.152389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:11:11.265274Z digest=sha256:213f16da9021524ea6496af2a58212113b27f087be77ec7d7d7217d0abc70226

Observation 43338537-03ce-4732-ac69-aefff61725d8 · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 49

Resolution
verified exact
doi, observed 2026-08-10T20:11:11.733492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:11:11.290594Z digest=sha256:373b7dee9e48445cdf42ac484cd22432a005b46451d624691656319bff339db3

Observation 2e748be0-c05d-4a06-9622-161183613bf3 · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-10T20:11:11.303477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:11:11.303477Z digest=sha256:f03e0578b474cc744655cdc8ace89a0ed47f2fc97fcbf805a35c338bd5bd537d

Observation 5cbc4412-fc77-4923-a59b-a5ccfd298d25 · outbound

This paper cites Le, Ed H.

Perspective Transition of Large Language Models for Solving Subjective Tasks Le, Ed H

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:11:14.104953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:11:11.313376Z digest=sha256:346fb708d54ee39d2b6d69f69fad8d79a106626b7d9fcae2662deb16d079ebcf

Observation 0d35a023-dbf1-41ae-9881-5c5323ea9651 · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:11:14.066347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:11:11.340384Z digest=sha256:061d1a8ed318fa678e698ed85ec39d06f1e67ba71710beb35cfe2884433d1e8c

Observation 628679a2-b43c-4e0a-84ca-f002b792f121 · outbound

This paper cites Chi, Quoc V.

Perspective Transition of Large Language Models for Solving Subjective Tasks Chi, Quoc V

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-10T20:11:11.369164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:11:11.369164Z digest=sha256:d708de77d2ee7a293cd2acbd05107138c616617ed49e6e8fcd09191ea32e6d0d

Observation 58537331-ad5d-4cbb-9f8a-33a3c69da119 · outbound

This paper cites Wellman, David Cross, and Julanne Watson.

Perspective Transition of Large Language Models for Solving Subjective Tasks Wellman, David Cross, and Julanne Watson

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-10T20:11:11.383473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:11:11.383473Z digest=sha256:164897a3b94de30a6ab897d81b4ff7a58069b41eb1e39b9721eb0d35d61500bd

Observation 3ac51920-6b79-418a-a4fd-c65cbe0a45af · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-10T20:11:11.391065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:11:11.391065Z digest=sha256:138147c993d01a286f93ced40f10d08fc762b28db829e0677fc69790101685f6

Observation 666a5e9c-b593-4864-8e2c-7200a91a10f9 · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-10T20:11:11.397803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:11:11.397803Z digest=sha256:71500258c6b9f57fd3ee7d81625014f028f3129f737258e4cf07d5ce35809483

Observation 7f42ca09-aa22-4a11-8b1f-582af7a2f769 · outbound

This paper cites The Rise and Potential of Large Language Model Based Agents: A Survey.

Perspective Transition of Large Language Models for Solving Subjective Tasks The Rise and Potential of Large Language Model Based Agents: A Survey

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-10T20:11:11.407084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:11:11.407084Z digest=sha256:b1093a09107befef76aa94f47f4cad58e7c6232f5f28e2a391c27b07f8b31ae1

Observation 5d157c12-9854-428e-a2d0-48e4b44769d9 · outbound

This paper cites ExpertPrompting: Instructing Large Language Models to be Distinguished Experts.

Perspective Transition of Large Language Models for Solving Subjective Tasks ExpertPrompting: Instructing Large Language Models to be Distinguished Experts

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-10T20:11:11.418823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:11:11.418823Z digest=sha256:ed5b9c6878d353fe77fbc94b3a4076993becc070fe3ea0a9a9d44cfba6f8695f

Observation 477e20ea-d3cd-43b8-b61f-76bfeb1616ab · outbound

This paper cites Qwen2 Technical Report.

Perspective Transition of Large Language Models for Solving Subjective Tasks Qwen2 Technical Report

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-10T20:11:11.437448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:11:11.437448Z digest=sha256:7b79c52edc461b019721f447627659148d06e2b15baa4b9214be11f6701f2aee

Observation 002ffd51-b4e9-4bfe-a5e0-20ce4b480359 · outbound

This paper cites GPT Can Solve Mathematical Problems Without a Calculator.

Perspective Transition of Large Language Models for Solving Subjective Tasks GPT Can Solve Mathematical Problems Without a Calculator

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-10T20:11:11.450528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:11:11.450528Z digest=sha256:4bb71533a851bf086ac853a155f2a4e6ddf8fed99e3271839a6ed806906b68f9

Observation 4c2367e2-af8c-405f-8c28-d3daac030aec · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-10T20:11:11.464132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:11:11.464132Z digest=sha256:53f184cebac4a090e8423471381bd09cef068946693e8dc17cfb5124e3897586

Observation 47385c96-b46a-4e96-b6b8-b02b58d1bb6f · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-10T20:11:11.482224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:11:11.482224Z digest=sha256:687c50194da8a68701f46eb20e52695286a5cebca0a4d67c7cbd2f234339a468

Observation 509b7f4b-cdc6-4efe-82ae-b62ae157517d · outbound

This paper cites an unresolved cited work.

Perspective Transition of Large Language Models for Solving Subjective Tasks Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:11:13.938370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:11:11.491901Z digest=sha256:3b5012f8c32a531be1240ba845bcffe8a9d600995244bc1d4f333f285257548b

Observation 4c03f3c5-204e-46c4-8c29-848165cc3f2e · outbound

This paper cites URL: " 'urlintro :=.

Perspective Transition of Large Language Models for Solving Subjective Tasks URL: " 'urlintro :=

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-10T20:11:11.502342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:11:11.502342Z digest=sha256:e2b401b242abcc75df4d0726d02fc3014ddbc2b67d343c11727f28fddd4a9e25

Observation bb353e2b-6815-4d2e-b4bb-b1ff4f074f4c · outbound

This paper cites write newline.

Perspective Transition of Large Language Models for Solving Subjective Tasks write newline

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-10T20:11:11.517027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:11:11.517027Z digest=sha256:fbcf0d0c4467e9ce7da2481f64a29f2d35656f127e29774b8d5d6f078db8bc93

Pith citing papers

No inbound Pith citation observations are available.