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Paper Citation Record · LEDGER

Training Skills Like Parameters via Self-Supervised Semantic Diffusion

As of 22 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2607.27557.

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

pith.paper-citation-record.v1
2607.27557 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T05:47:44.231622Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

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  • unresolved36
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  • malformed identifier0
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Outbound references

Observation ea664b21-4288-4e5a-9039-d8411aab4077 · outbound

This paper cites Training language models to follow instructions with human feedback.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion Training language models to follow instructions with human feedback

Reference 1

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Observation 11dd5baf-d30b-4f5f-89bf-4245dc02cea5 · outbound

This paper cites Language Models are Few-Shot Learners.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion Language Models are Few-Shot Learners

Reference 2

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source=pdf_text observed=2026-08-01T05:47:41.838480Z digest=sha256:b3b4f767c16b919c5102c899255d3d61534205122e13c51d0ccbf46879fcf19a

Observation 77ac0ccf-9bd9-4662-a533-1540aa2293c5 · outbound

This paper cites an unresolved cited work.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion Unresolved cited work

Reference 3

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source=pdf_text observed=2026-08-01T05:47:41.921243Z digest=sha256:5a57e06e828d568f37b711e61dcf1f577971d41f8a19827c6e511f21ecf62859

Observation 3bc9adc1-09c6-455b-bc87-7f23bf78e9c2 · outbound

This paper cites One Sentence, One Drama: Personalized Short-Form Drama Generation via Multi-Agent Systems.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion One Sentence, One Drama: Personalized Short-Form Drama Generation via Multi-Agent Systems

Reference 4

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source=pdf_text observed=2026-08-01T05:47:41.996191Z digest=sha256:881a1e8fbac3797ea2e16b90e441169a5ac4bb80c57838114bfe170115257d53

Observation 7bbdc4df-50c7-4da4-b4a4-b372941af36c · outbound

This paper cites Lima: Less is more for alignment, 2023.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion Lima: Less is more for alignment, 2023

Reference 5

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source=pdf_text observed=2026-08-01T05:47:42.071698Z digest=sha256:084126724fb0e555994b4d3fe996db08824dc9ebc41d8b194eb587e3a4f0fa86

Observation ce1219f5-b9c5-42ea-a92b-cc9b6c2a17d2 · outbound

This paper cites The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 6

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source=pdf_text observed=2026-08-01T05:47:42.153415Z digest=sha256:0c55186c9d86589c1c070a4f4bc6a0f2bdc8340f6cea3878a277e5138f90600e

Observation ff1be997-9adf-493b-822b-3f9ab99d6891 · outbound

This paper cites Scaling laws for reward model overoptimization,.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion Scaling laws for reward model overoptimization,

Reference 7

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source=pdf_text observed=2026-08-01T05:47:42.246979Z digest=sha256:7c2e71564f3ec9ace6030b46dc1cedee080fd235832f92212f32866692343e70

Observation 5b2ad0b4-f0e7-4f65-b636-b7f0a4c696b3 · outbound

This paper cites Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation

Reference 8

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source=pdf_text observed=2026-08-01T05:47:42.349945Z digest=sha256:492da4f6e6a0ff3f489c92ac0ade25056cc18450034b1b81b3f315512aa8a37b

Observation 121370d5-ee6f-4b6c-b350-c8b7fda284b8 · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 9

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Observation cf1c6627-5fb7-4218-b0f5-9a8db42105f2 · outbound

This paper cites ExpeL: LLM Agents Are Experiential Learners.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion ExpeL: LLM Agents Are Experiential Learners

Reference 10

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source=pdf_text observed=2026-08-01T05:47:42.489257Z digest=sha256:9af6b4f7971d2041b2a0892de91913bec953681fe016d36129c57ae673378262

Observation 2122a6d0-66d9-4f85-9ff9-37e1aa0a3221 · outbound

This paper cites Deep Unsupervised Learning using Nonequilibrium Thermodynamics.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion Deep Unsupervised Learning using Nonequilibrium Thermodynamics

Reference 11

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source=pdf_text observed=2026-08-01T05:47:42.584559Z digest=sha256:14d3ac9f14ee3f889b88ee3a49bdfb324b5f7e7e1fa34e4456840231a28a67a3

Observation 29c24eb0-5936-4bda-8308-186cc1a75995 · outbound

This paper cites Denoising Diffusion Probabilistic Models.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion Denoising Diffusion Probabilistic Models

Reference 12

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source=pdf_text observed=2026-08-01T05:47:42.660416Z digest=sha256:88bdda5976e163c84ec9dd0b503b887938bb067114db793dbb01d4c455247306

Observation baa50952-545b-4dd8-a773-65ce90dce9dc · outbound

This paper cites BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

Reference 13

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source=pdf_text observed=2026-08-01T05:47:42.720407Z digest=sha256:02007d70967c36fc42913d5c5addcd6e25a2f538ec854cee5cbaf455fb239711

Observation ce31f522-bf83-46c4-9ebf-656501f50774 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion Representation Learning with Contrastive Predictive Coding

Reference 14

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source=pdf_text observed=2026-08-01T05:47:42.797431Z digest=sha256:8248f389a53cf8f2bbf3cff58116bfd0037d22fde14a83c5fa7e3f9d119cf4da

Observation 3aae3ad7-4065-4615-b36b-670fea8408a9 · outbound

This paper cites TextGrad: Automatic "Differentiation" via Text.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion TextGrad: Automatic "Differentiation" via Text

Reference 15

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source=pdf_text observed=2026-08-01T05:47:42.858914Z digest=sha256:5766cfe0539aaa0efe521adddadcace9bc00b5e5d1cad943d7a68e3d075c93cc

Observation 21d9b804-bd7c-4e92-9d42-13d6c1cb6bcc · outbound

This paper cites gradient descent.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion gradient descent

Reference 16

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source=pdf_text observed=2026-08-01T05:47:42.944008Z digest=sha256:033aa7a2cebcf3834ded428aae729a487d6fcc165c56ffe1353a3f119c540494

Observation 19e2f30b-363c-486a-b15f-7a6fd6cb13d1 · outbound

This paper cites Skill-Based Mixture-of-Experts: Adaptive Routing for Heterogeneous Reasoning via Inferred Skills.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion Skill-Based Mixture-of-Experts: Adaptive Routing for Heterogeneous Reasoning via Inferred Skills

Reference 17

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source=pdf_text observed=2026-08-01T05:47:42.992352Z digest=sha256:21012eae030925796851b96561f3b0191189d43855d8f038028289eee3237520

Observation 15a258ea-9975-4a1e-968f-dfcb09ef01f1 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion On the Opportunities and Risks of Foundation Models

Reference 18

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source=pdf_text observed=2026-08-01T05:47:43.069442Z digest=sha256:9bbe52cde498f9bb341ac47b823b08dc3b3992c048fe3c1a132a441710231d4c

Observation 9c813b27-5a55-4aa4-a8a7-5a9ba9bb3e1e · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion LoRA: Low-Rank Adaptation of Large Language Models

Reference 19

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source=pdf_text observed=2026-08-01T05:47:43.149171Z digest=sha256:e51515cd2f59e202324ef1da6d699ffa27a74c92df7f860c1a2518804d2cdd72

Observation 37128997-4fe6-4e0f-9bd5-1e64b6bc329e · outbound

This paper cites An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning

Reference 20

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source=pdf_text observed=2026-08-01T05:47:43.199248Z digest=sha256:836e35b3dcb18611ee9d35b54590581e9cc5c361ff6a8553f79f3d3981924ae9

Observation b9fb4f74-9dee-4f81-8c22-ce56890a32af · outbound

This paper cites Cognitive Architectures for Language Agents.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion Cognitive Architectures for Language Agents

Reference 21

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source=pdf_text observed=2026-08-01T05:47:43.256042Z digest=sha256:43f882d5164be2efb0f2bd683a7a2847e0d2a9285b829f95fae899a0b73e364d

Observation c6482c7a-73cc-4eeb-9a3c-c0f6c7fe5637 · outbound

This paper cites Memento: Fine-tuning LLM Agents without Fine-tuning LLMs.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion Memento: Fine-tuning LLM Agents without Fine-tuning LLMs

Reference 22

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source=pdf_text observed=2026-08-01T05:47:43.309709Z digest=sha256:ad4ed9b8b62e28bfdd1a259576015092cd874033e52d5495ff66c342f4791141

Observation 7547ddaa-be82-428f-ad48-771be48ba583 · outbound

This paper cites ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory

Reference 23

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source=pdf_text observed=2026-08-01T05:47:43.389997Z digest=sha256:2ced68afb413ac9c2704399d13d2a5e574869b2d47bf3514da272e371e43e0c2

Observation ac332899-f10e-4518-9653-2f19062b968c · outbound

This paper cites Large Language Models Cannot Self-Correct Reasoning Yet.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion Large Language Models Cannot Self-Correct Reasoning Yet

Reference 24

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source=pdf_text observed=2026-08-01T05:47:43.460289Z digest=sha256:48991bbe4b23e11b6790b15dcaaed8037b148a190a8eaaa838715e0015f2da1d

Observation d905212c-57ff-4383-a5df-3ca809bde45c · outbound

This paper cites SkillOpt: Executive Strategy for Self-Evolving Agent Skills.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion SkillOpt: Executive Strategy for Self-Evolving Agent Skills

Reference 25

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source=pdf_text observed=2026-08-01T05:47:43.539599Z digest=sha256:bb401e9aeee043414b71c69ac89d2017ca7e5eb85aec39445246dbe1b6a65fc2

Observation 45c2a121-8273-49be-97ff-23e13fabe9ba · outbound

This paper cites SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe

Reference 26

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source=pdf_text observed=2026-08-01T05:47:43.612073Z digest=sha256:97c6042efca0afcdec02962eda406bc8e5c9f45731cf4960e8e6458adede2c58

Observation 799142c5-a795-4ce6-a83e-43f3d7f34067 · outbound

This paper cites Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry Professionals.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry Professionals

Reference 27

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source=pdf_text observed=2026-08-01T05:47:43.662594Z digest=sha256:6ca7f3a881595eba7f01b45ccc23029f2d725b4a3393091c792872b192b37f12

Observation 47deae94-8a89-4b14-97b2-8e7734a2e448 · outbound

This paper cites Plug-and-Play Dramaturge: A Divide-and-Conquer Approach for Iterative Narrative Script Refinement via Collaborative LLM Agents.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion Plug-and-Play Dramaturge: A Divide-and-Conquer Approach for Iterative Narrative Script Refinement via Collaborative LLM Agents

Reference 28

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source=pdf_text observed=2026-08-01T05:47:43.757829Z digest=sha256:d30bf03ea8b9caf30d41f538a84b3cc4e0b41b73c4ef97b3c99eb7f75aa99822

Observation 66113838-c8da-4370-b23a-7ff1cbe16485 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 29

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source=pdf_text observed=2026-08-01T05:47:43.830030Z digest=sha256:32c8260fcf56c56c8f89a705e63b1f34dc70c63690c635e6fc0f574b064e1614

Observation bbf4c88c-2da1-4346-a9cf-6d7ba1266e6d · outbound

This paper cites OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics

Reference 30

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source=pdf_text observed=2026-08-01T05:47:43.909849Z digest=sha256:0eefc541e6b5952fb9af552546a4ab94b866dd73c5aa0afb644c41879d932500

Observation b3a26d0c-9ff1-49b7-95b8-403219fd2987 · outbound

This paper cites Generative Agents: Interactive Simulacra of Human Behavior.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion Generative Agents: Interactive Simulacra of Human Behavior

Reference 31

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source=pdf_text observed=2026-08-01T05:47:43.970224Z digest=sha256:52ddefd7efe20e69e95ade60d7ae11272295d14e87d42fe9298bd76722c45559

Observation 6ee7feaa-f4c6-4932-a1ab-c8443c3e7dfc · outbound

This paper cites Reflexion: Language Agents with Verbal Reinforcement Learning.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion Reflexion: Language Agents with Verbal Reinforcement Learning

Reference 32

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source=pdf_text observed=2026-08-01T05:47:44.024341Z digest=sha256:461962e5ea9b28959fd4786f6725cc58c6c52d6dad9ca0bc3821e3ab2e456f6e

Observation 3d2b5ec0-1170-4a24-9434-9d7b1d63945e · outbound

This paper cites SkillGrad: Optimizing Agent Skills Like Gradient Descent.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion SkillGrad: Optimizing Agent Skills Like Gradient Descent

Reference 33

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source=pdf_text observed=2026-08-01T05:47:44.077053Z digest=sha256:5208a6658561fa41ae566d310d611a4332919d1760750d7f3249552b7c11cc18

Observation 3e553b14-febb-4efc-ba75-251d421371e7 · outbound

This paper cites The Old Harlan Place — Greenhouse For Sale.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion The Old Harlan Place — Greenhouse For Sale

Reference 34

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source=pdf_text observed=2026-08-01T05:47:44.136918Z digest=sha256:9d36f98194a8672af1e441a71ec0bd7353834ba12a7fec504f01b6d4ec3fac96

Observation 4de5828c-cea6-45eb-89dd-87a1cf45b667 · outbound

This paper cites This is the only episode where that card was missed.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion This is the only episode where that card was missed

Reference 36

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source=pdf_text observed=2026-08-01T05:47:44.231622Z digest=sha256:f335e44d3e9490ea823044fe4d77c316c59228d96c9c597f7a66f7ea70093645

Observation 44d86dfc-7290-4dcd-906d-dd2fe50de3c2 · outbound

This paper cites Scaling Laws for Reward Model Overoptimization.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion Scaling Laws for Reward Model Overoptimization

Reference 2022

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source=pdf_text observed=2026-08-01T05:47:42.288383Z digest=sha256:ea7821450a4847a0545ff4a1d2d3d751ab35e54dd4af0dc36d6438beb795df87

Pith citing papers

No inbound Pith citation observations are available.