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Paper Citation Record · LEDGER

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks

As of 12 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 1 inbound Pith citation observation for arXiv:2412.09173.

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

pith.paper-citation-record.v1
2412.09173 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:19:21.983058Z

measured 40 of 40 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T15:32:01.575073Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T10:21:02.946763Z

Reference resolution

39 of 39 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved38
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 33e112a5-788f-4e71-889a-adedfb53925f · outbound

This paper cites , " * write output.state after.block = add.period write newline.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks , " * write output.state after.block = add.period write newline

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.603010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.603010Z digest=sha256:e9b76bcd3a7d02259dad9474478c77459baa83665fc41a1714fc43596a58466a

Observation ef6ac08c-c46c-40d1-b190-12106e42e605 · outbound

This paper cites write newline.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.650395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.650395Z digest=sha256:5788f6d305f688ec479963fc7881565dab0c2f31995dc4eb6b1db665dcb36cfc

Observation bf712939-7e5d-4053-837f-c543532c3fc4 · outbound

This paper cites GPT-4 Technical Report.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks GPT-4 Technical Report

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.656557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.656557Z digest=sha256:7653accad96fdc8439e072f8b023b665e34b42c1a8e53f48c9684cfc77d6057b

Observation 7b719337-d440-4821-8389-d47a83353ad1 · outbound

This paper cites an unresolved cited work.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:19:22.578854Z

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=2026-08-11T17:19:21.668707Z digest=sha256:3850a1de4ece130117ca6d5da3c3e6d2310cb31b8914239153132e2a6c6be087

Observation 4ddf096d-9835-40fb-ad03-6ae9a1098bdc · outbound

This paper cites Acrostic Poem Generation.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Acrostic Poem Generation

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-11T17:19:22.211979Z

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=2026-08-11T17:19:21.675306Z digest=sha256:e28bcbfd66deebe138615a54e6d7f8fdfce46381374cdfe46d7c46553fed08e3

Observation 569b795b-07c9-48b8-a564-e5865d0cfeac · outbound

This paper cites D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.681110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.681110Z digest=sha256:7b216c928d75886d61b1ed3c5c57d316e7ecb8f480839d25b618314d3c5d2b6d

Observation a718bade-719b-4609-8a77-e6cf523f3bdb · outbound

This paper cites Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.698370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.698370Z digest=sha256:05670faa371d1fe0ac4f2cf822f4c76472f2cdb3cd352b5c95f667e3b3d5952d

Observation 20cd0d54-99a7-4b7f-85f2-1068650c021f · outbound

This paper cites an unresolved cited work.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:19:22.542732Z

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=2026-08-11T17:19:21.727641Z digest=sha256:96b5057b455b6cd98fbb871762eb825f7a85d8fd837a2783dbb64642ab5df430

Observation a708e79a-9719-495e-b01f-5d6bba0740a3 · outbound

This paper cites J.; Wallis, P.; Allen-Zhu, Z.; Li, Y.; Wang, S.; Wang, L.; Chen, W.; et al.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks J.; Wallis, P.; Allen-Zhu, Z.; Li, Y.; Wang, S.; Wang, L.; Chen, W.; et al

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.771807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.771807Z digest=sha256:4f2d2acc0e38adb398142880c241ee13f593989ea04a49ed8bb85451ac0f050c

Observation 82bcc88c-226c-4777-9f61-17874964bed7 · outbound

This paper cites an unresolved cited work.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:19:22.509658Z

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=2026-08-11T17:19:21.827848Z digest=sha256:cecfca97513461008df38aaa7d70bd6ee79c895ae48d799d5006ec6d3625577b

Observation 9cc02cdf-e69b-49b2-83e5-9297ed350caf · outbound

This paper cites an unresolved cited work.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:19:22.481837Z

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=2026-08-11T17:19:21.833011Z digest=sha256:bb4cfb4a392c396f97a9491d67a3c812cb83e7f138e7c603206645de20e20279

Observation afcf1e53-ee12-414d-b260-2c484fbeff75 · outbound

This paper cites an unresolved cited work.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:19:22.464313Z

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=2026-08-11T17:19:21.837812Z digest=sha256:9991f8cf816ed4206e3b0161216b78ba76adc5fa1f50868ad612a31bac5faf4f

Observation 36980a91-e05d-4688-be48-48d9b232954c · outbound

This paper cites an unresolved cited work.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.842098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.842098Z digest=sha256:c476933b708e7ad503ad56832b5f0f76c235b654cd6ff2ea677b528cb84469be

Observation 84169d9f-473d-4b0e-ae81-120693f2d837 · outbound

This paper cites Holistic Evaluation of Language Models.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Holistic Evaluation of Language Models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.846142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.846142Z digest=sha256:ae0f4369207758fc3dab4ff461011caa352c51b2cdb97faad6aa69870655fe26

Observation afe4fb04-2a3d-4940-a8bb-1c6f05150f16 · outbound

This paper cites Self-Refine: Iterative Refinement with Self-Feedback.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Self-Refine: Iterative Refinement with Self-Feedback

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.850806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.850806Z digest=sha256:8bd7b2cd1abc049afe3e44a0935c3306e7090d2350fb8eb3a5111baee357e120

Observation 453bc14d-01f7-46d4-8ca6-db4275dcc742 · outbound

This paper cites an unresolved cited work.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.857637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.857637Z digest=sha256:a1fc94956e87aa70478e318a2837c9afa2c1c31e687290e036b9ac777f33aae0

Observation dcfa9b8d-8df7-41fe-a3a2-3ebb0c459d61 · outbound

This paper cites an unresolved cited work.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:19:22.427552Z

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=2026-08-11T17:19:21.861642Z digest=sha256:531a96daffd4ad7844db0060b22347d37160d56d5d9f7d8d6e22acd1a55fbc9a

Observation 7463f7c0-3933-4c43-8f93-759b16914738 · outbound

This paper cites an unresolved cited work.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.866262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.866262Z digest=sha256:d2bb6695d3ec494bf7f204986646f039f5a1eb23303f5878097b11449f19f67a

Observation d05c2282-12ac-4f8a-a870-36499c58191c · outbound

This paper cites Exploring Controllable Text Generation Techniques.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Exploring Controllable Text Generation Techniques

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.878652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.878652Z digest=sha256:a59e83dcb0c55d0c395e60d3cb4ab65db8312dc0189b40387bb8b2f4dd358d8c

Observation 8db84925-b702-4866-bac4-a616dd267808 · outbound

This paper cites an unresolved cited work.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:19:22.398620Z

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=2026-08-11T17:19:21.883823Z digest=sha256:28baccdbd7df89d233fa6e890e823a90851b4c7c187e066e292020e28a1bc9e3

Observation f0e4992c-3efd-4b26-9199-54897604728a · outbound

This paper cites an unresolved cited work.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.888393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.888393Z digest=sha256:a480432a9c78b0c8582ae97e7cb7aed474d055a00971ef99df83dce7d5787d17

Observation 55ac9034-68eb-45e6-b8c9-f3c16707e308 · outbound

This paper cites an unresolved cited work.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.895565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.895565Z digest=sha256:31eaa263380b5893d07c899cc527cf9629eaeb8f89005ea65e02443a9101cc7c

Observation c68b2ce3-b48a-4636-95d1-5b292b0548ce · outbound

This paper cites an unresolved cited work.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:19:22.360221Z

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=2026-08-11T17:19:21.901705Z digest=sha256:43025b1066421a464c7e57bea0ddef0027ac4f817b78e765aa077ae0e949ae77

Observation 29023009-7997-4117-89e4-fc3b80ff5c51 · outbound

This paper cites Proximal Policy Optimization Algorithms.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Proximal Policy Optimization Algorithms

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.906684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.906684Z digest=sha256:27b7d5583dba28b070f08fdab45a3a8d552610ee00110290de71ad20ed2f0d13

Observation 7bcab303-0887-4c61-a7cf-bfda7cf593a1 · outbound

This paper cites T.; Vestfrid, J.; Wu, T.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks T.; Vestfrid, J.; Wu, T

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.912848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.912848Z digest=sha256:165c47ae4a44298605ee4a674300324797b3cb0535e16938d091faa9a210bad6

Observation 3447634e-7107-4a1d-a6b8-186f97f6e3f6 · outbound

This paper cites an unresolved cited work.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:19:22.332071Z

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=2026-08-11T17:19:21.917873Z digest=sha256:1809a875aedc8b6017c7415cc76b7d7873247facacc17178ed65e55d433984a8

Observation 8b976d84-7529-4268-a744-72f294d71f1b · outbound

This paper cites Errors are Useful Prompts: Instruction Guided Task Programming with Verifier-Assisted Iterative Prompting.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Errors are Useful Prompts: Instruction Guided Task Programming with Verifier-Assisted Iterative Prompting

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.922475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.922475Z digest=sha256:cb38736c40a6e7f0212c38a481ebb5049c7bc10dcc2d954c8391b151d8552832

Observation 1246c501-db9e-4cc8-bf9b-f1d4930111bd · outbound

This paper cites an unresolved cited work.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:19:22.315792Z

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=2026-08-11T17:19:21.927435Z digest=sha256:f68b1d35a5b93c6b96f3828185b075be927bf4cccc554031385a2c585d1d9abb

Observation 789de215-18a6-4ebb-9f2a-9f350aa32e19 · outbound

This paper cites Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data?.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data?

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.931184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.931184Z digest=sha256:4a2ed0f715949ec0373c1aeab208bb297250f39d0b2c9b60578ad41813bcc0e4

Observation 29aa3888-268c-425b-a857-7dc159eb9f9f · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.935557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.935557Z digest=sha256:61632747edae6f4b3c6e1ab29475b822166dff0ca5a5862fb39c86aa759d1db5

Observation 1dbb2ebc-ce49-4126-8b71-fbd736c4a0c7 · outbound

This paper cites an unresolved cited work.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.940370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.940370Z digest=sha256:e8ce706966cc92be898de4534195c1114726f9a7bc3bfeed1d09fa5e79002041

Observation 90b7a7ab-e9d6-41e8-b922-55c34749db3f · outbound

This paper cites an unresolved cited work.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.945716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.945716Z digest=sha256:b249e4f637223d97b7485a328f2cc3a65b1546dd438073fc8593462bef0b3f97

Observation 89554db2-3d34-4c2f-bf43-5d80948dfb2d · outbound

This paper cites an unresolved cited work.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.951528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.951528Z digest=sha256:d984d3e1b5f913f1a425331a7ec10833063b10ad0fbb125ee8c7e70e9c8bfb10

Observation acf01fdd-10d5-436d-89d5-6b614e0b4403 · outbound

This paper cites V.; Zhou, D.; et al.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks V.; Zhou, D.; et al

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.957261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.957261Z digest=sha256:948cfac486b8f0c3cd4c1dc0fdf13194d330c3207bb311689284b8c3e0369354

Observation 5ade2ce9-6db8-46e2-bba2-598b33d6e50c · outbound

This paper cites FOFO: A Benchmark to Evaluate LLMs' Format-Following Capability.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks FOFO: A Benchmark to Evaluate LLMs' Format-Following Capability

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.962588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.962588Z digest=sha256:812c739988a1f063f8647bc64e16bf82424d421db525beb69756ebe53b16f9e4

Observation ec5b9c9b-8e4b-4966-8357-1ed911656878 · outbound

This paper cites an unresolved cited work.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.970608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.970608Z digest=sha256:763b92c6fb5256662643229ae73edfc2c6df13ab573a6fc94c57337ecde1cc65

Observation 53fb6c3a-7d88-4bca-afc0-90ff83cb09eb · outbound

This paper cites an unresolved cited work.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-11T17:19:22.245008Z

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=2026-08-11T17:19:21.974959Z digest=sha256:8f4f96ecbb4cdd3424ee92231090970ae885d8b4e9d28eae00d8d188e8c5c090

Observation cbb262f2-2ddb-4eed-b470-fd3d44f426ab · outbound

This paper cites A Survey of Large Language Models.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks A Survey of Large Language Models

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T17:19:21.978857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:19:21.978857Z digest=sha256:d8ef5a3f59d8ecee7a180216ba22a03b939be3c409ff8dce5c94cf04b48d60c9

Observation 0679060b-bda3-4a81-b21c-d517487cfa64 · outbound

This paper cites Fine-Tuning Language Models from Human Preferences.

ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks Fine-Tuning Language Models from Human Preferences

Reference 39

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no resolver link, observed 2026-08-11T17:19:21.983058Z

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source=arxiv_source observed=2026-08-11T17:19:21.983058Z digest=sha256:d7dbe136f1ef6f9a4c1b88c13090e8af290b3b505960ae9371b34030f598684f

Pith citing papers

Observation f8a761be-7452-4f0e-8794-2d5e8cd68dde · inbound

Utilizing and Calibrating Hindsight Process Rewards via Reinforcement with Mutual Information Self-Evaluation cites this paper.

Utilizing and Calibrating Hindsight Process Rewards via Reinforcement with Mutual Information Self-Evaluation ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks

Reference 6

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arxiv_id, observed 2026-05-11T10:21:02.952350Z

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