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Paper Citation Record · LEDGER

SafeWorld: Geo-Diverse Safety Alignment

As of 17 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 2 inbound Pith citation observations for arXiv:2412.06483.

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

pith.paper-citation-record.v1
2412.06483 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:41:42.337636Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T16:49:32.395383Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T04:59:45.790066Z

Reference resolution

57 of 57 outbound references displayed

  • verified exact0
  • verified fuzzy26
  • unresolved28
  • parse uncertain2
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4f2c01ec-b73c-49c3-9a62-45e2e6b9f9bf · outbound

This paper cites A Review on Language Models as Knowledge Bases.

SafeWorld: Geo-Diverse Safety Alignment A Review on Language Models as Knowledge Bases

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:41:42.106982Z digest=sha256:b56ed758bd7a99142e6089439be1d9b5e9eb6f0341bc2ebe29bbc6b3ff931297

Observation 5118298a-6342-410b-97e1-3affce2e8998 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

SafeWorld: Geo-Diverse Safety Alignment Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 2

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source=pdf_text observed=2026-08-11T19:41:42.111749Z digest=sha256:af45c51d29ebdcf5b8ec8aec7d833f53a63a81650cd413b2852efbf69398923a

Observation e04420c7-db83-45fc-b974-e8b4ca03a49a · outbound

This paper cites The Art of Saying No: Contextual Noncompliance in Language Models.

SafeWorld: Geo-Diverse Safety Alignment The Art of Saying No: Contextual Noncompliance in Language Models

Reference 3

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T19:41:42.115796Z digest=sha256:c5fdfafb89d6bc06706716d0273779d129230358b8a2e626f941190e9152bbaf

Observation bb3c4ce7-6237-4b51-a6c1-e7c81911d9c4 · outbound

This paper cites A Survey on Evaluation of Large Language Models.

SafeWorld: Geo-Diverse Safety Alignment A Survey on Evaluation of Large Language Models

Reference 4

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source=pdf_text observed=2026-08-11T19:41:42.120153Z digest=sha256:ab32fe6894ee71d4787c828dffb54ac5b1d53ae16906115a0972de138eb268d6

Observation df1aafce-bc3f-4757-b02b-5c39571f35eb · outbound

This paper cites ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up?.

SafeWorld: Geo-Diverse Safety Alignment ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up?

Reference 5

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source=pdf_text observed=2026-08-11T19:41:42.124292Z digest=sha256:50f7b639324b804ee7586611025f765a6815a52ad6d207830139c79c94a25c26

Observation 29b6abe9-4068-463a-a82b-78a456bae4f7 · outbound

This paper cites CulturalTeaming: AI-Assisted Interactive Red-Teaming for Challenging LLMs' (Lack of) Multicultural Knowledge.

SafeWorld: Geo-Diverse Safety Alignment CulturalTeaming: AI-Assisted Interactive Red-Teaming for Challenging LLMs' (Lack of) Multicultural Knowledge

Reference 6

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T19:41:42.128454Z digest=sha256:435db206bf96f26cbc61f1e57e5fcc21b802c0a9c88a0066833262d7b33174d8

Observation 5b72458e-1ccc-4ab5-9f15-01209b2cfcd4 · outbound

This paper cites StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and Stereotypes.

SafeWorld: Geo-Diverse Safety Alignment StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and Stereotypes

Reference 7

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local_arxiv, observed 2026-08-11T19:41:42.555363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.133188Z digest=sha256:dd273e3f9afaf861365ac91c92eb4ade467f3d947a0ebf6624c953f04aeb85a0

Observation 3bca0e4c-9882-4b5f-9a7f-a5d5d0dbd17e · outbound

This paper cites Alpacafarm: A simulation framework for methods that learn from human feedback.

SafeWorld: Geo-Diverse Safety Alignment Alpacafarm: A simulation framework for methods that learn from human feedback

Reference 8

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T19:41:42.137664Z digest=sha256:7b6e22c95e645816649c0ff5c21aa3994f85a151d880c4ef5cfa4808c92f0d07

Observation 0193895b-36ac-4ffc-bcd2-605b341f869a · outbound

This paper cites Towards Measuring the Representation of Subjective Global Opinions in Language Models.

SafeWorld: Geo-Diverse Safety Alignment Towards Measuring the Representation of Subjective Global Opinions in Language Models

Reference 9

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:41:42.141474Z digest=sha256:c5c473b3e31697418e014d1dec3d924c0cee4fb54294bc9df30a20ca59d8bc35

Observation 07ef670d-d197-4683-9bad-cda17cbce5b7 · outbound

This paper cites BertaQA: How Much Do Language Models Know About Local Culture?.

SafeWorld: Geo-Diverse Safety Alignment BertaQA: How Much Do Language Models Know About Local Culture?

Reference 10

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source=pdf_text observed=2026-08-11T19:41:42.145681Z digest=sha256:9530eb055818a8c43c5eba055d578ca6e7723f4a7a526a1f443877717dc3cd34

Observation 2415528f-5421-4aab-9c9e-3c465e78dda2 · outbound

This paper cites Normsage: Multi-lingual multi-cultural norm discovery from conversations on-the-fly.

SafeWorld: Geo-Diverse Safety Alignment Normsage: Multi-lingual multi-cultural norm discovery from conversations on-the-fly

Reference 11

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raw_fallback, observed 2026-08-11T19:41:43.095296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.149892Z digest=sha256:0f7372acf28d27834d24e32e2f1aed1188451b24313a56f7c4e4a851ef85e311

Observation 0d92530c-0e2c-44b8-8622-c33b602bad3a · outbound

This paper cites Massively Multi-Cultural Knowledge Acquisition & LM Benchmarking.

SafeWorld: Geo-Diverse Safety Alignment Massively Multi-Cultural Knowledge Acquisition & LM Benchmarking

Reference 12

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source=pdf_text observed=2026-08-11T19:41:42.153906Z digest=sha256:fa418de75432f46d84ffa54fb4804a5484fcfac5fe1684e79d1ec4dc8a8a64f0

Observation bee4043a-f7d7-41fa-a828-bc01a03cbf37 · outbound

This paper cites Predictability and surprise in large generative models.

SafeWorld: Geo-Diverse Safety Alignment Predictability and surprise in large generative models

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.158519Z digest=sha256:8ff5f4d01005104e84a4639903572987232d9ffbc9451ab520a22f0fc6a9e4a5

Observation 7728a739-e94e-4ce5-8cf6-29cd43fa748d · outbound

This paper cites World values survey wave 7 (2017-2022) cross-national data-set.

SafeWorld: Geo-Diverse Safety Alignment World values survey wave 7 (2017-2022) cross-national data-set

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.162475Z digest=sha256:41c16e508f242f8c7ec75d62be026f3adc34654ab448f5c1cf57129608a2172c

Observation c021cf1c-0443-4a4d-b745-23042f97f38b · outbound

This paper cites Ethical challenges in data-driven dialogue systems.

SafeWorld: Geo-Diverse Safety Alignment Ethical challenges in data-driven dialogue systems

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.166406Z digest=sha256:407da3fbfa6cb4ef89c146b3d2f07b06d3f8e09f6dcd85000f990445fc22f3c2

Observation d54e582e-68f4-4930-b815-f26c12bcbb43 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

SafeWorld: Geo-Diverse Safety Alignment Measuring Massive Multitask Language Understanding

Reference 16

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source=pdf_text observed=2026-08-11T19:41:42.170178Z digest=sha256:6df223fd99ff455daac17092229667ac61ea13e2eca047eafd0bc616f6c772cc

Observation 1e0442c7-f947-4dab-9f55-e874dcfba4cd · outbound

This paper cites Zero-shot faithful factual error correction.

SafeWorld: Geo-Diverse Safety Alignment Zero-shot faithful factual error correction

Reference 17

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raw_fallback, observed 2026-08-11T19:41:43.044211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.174303Z digest=sha256:da217a6ed9a3cebc44e4a95a7c4e8c2863c40126095fc2e8e847bfb7b490fa89

Observation b5359ca3-0be4-4e45-8ab8-bc654ddde152 · outbound

This paper cites Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles.

SafeWorld: Geo-Diverse Safety Alignment Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles

Reference 18

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T19:41:42.178120Z digest=sha256:349a7a0fe49353b2094636953ec4715878eabbd8ce34b927a84c03dc5051f82c

Observation 4f4bebcb-7e55-4411-963c-8444f22bf6ec · outbound

This paper cites Faking fake news for real fake news detection: Propaganda-loaded training data generation.

SafeWorld: Geo-Diverse Safety Alignment Faking fake news for real fake news detection: Propaganda-loaded training data generation

Reference 19

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raw_fallback, observed 2026-08-11T19:41:43.030126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.182061Z digest=sha256:2a08dbec1ae44f7c1102dad2a8ad010a0cfb5ddfd041299935207a1500b871f4

Observation 18007a87-91ba-44c9-8282-99abe7552e7a · outbound

This paper cites CONCRETE: Improving cross-lingual fact-checking with cross-lingual retrieval.

SafeWorld: Geo-Diverse Safety Alignment CONCRETE: Improving cross-lingual fact-checking with cross-lingual retrieval

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.186312Z digest=sha256:b27996d71de19ea65066f7d6a2751c3cf64c2922f98560938db699a123c01828

Observation ab9b1c13-d759-4f86-bc07-ff4db3f0b643 · outbound

This paper cites Beavertails: Towards improved safety alignment of llm via a human-preference dataset.

SafeWorld: Geo-Diverse Safety Alignment Beavertails: Towards improved safety alignment of llm via a human-preference dataset

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.189991Z digest=sha256:dda319138579ea0280199877278d9ea497ad97f95837f5f649e02d77a0f34f5a

Observation b098efb1-ff66-4d2a-93da-4e6fe06108f2 · outbound

This paper cites CULTURE-GEN: Revealing Global Cultural Perception in Language Models through Natural Language Prompting.

SafeWorld: Geo-Diverse Safety Alignment CULTURE-GEN: Revealing Global Cultural Perception in Language Models through Natural Language Prompting

Reference 22

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source=pdf_text observed=2026-08-11T19:41:42.193527Z digest=sha256:38d5d570fa9ba6a3b1ffbbc8224abcb1fd8fba54f294655bd641553495293127

Observation e87e583a-da4c-4ad4-b839-04dd7b6ec3f7 · outbound

This paper cites ToxicChat: Unveiling hidden challenges of toxicity detection in real-world user-AI conversation.

SafeWorld: Geo-Diverse Safety Alignment ToxicChat: Unveiling hidden challenges of toxicity detection in real-world user-AI conversation

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.197621Z digest=sha256:3b23f40676290e5ac11d740ac715b3a2ebce58c7317c922132a6fa17b07a9ebc

Observation a0736ef6-e572-4d2b-95a6-e2fa368fa9ae · outbound

This paper cites Least squares quantization in pcm.

SafeWorld: Geo-Diverse Safety Alignment Least squares quantization in pcm

Reference 24

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source=pdf_text observed=2026-08-11T19:41:42.201630Z digest=sha256:3b2749ca2f125f3ddc5d897b3c9c03bafe2eaf0e2f9b0adfc5860330e3ebcb3f

Observation e044bd66-738e-4785-9a0f-96551ca08ea7 · outbound

This paper cites BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages.

SafeWorld: Geo-Diverse Safety Alignment BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages

Reference 25

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source=pdf_text observed=2026-08-11T19:41:42.205277Z digest=sha256:753949d62238cb4c8340983615a5a68d1dcb35a75dd79e0d477f2fff38f4523d

Observation 5f8c0112-46d6-4f4c-a13d-6d16d8c96eb4 · outbound

This paper cites Varde, and Gerhard Weikum.

SafeWorld: Geo-Diverse Safety Alignment Varde, and Gerhard Weikum

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 357cbb97-c316-4ff6-b72b-f27c6ed009a5 · outbound

This paper cites Gpt-4 technical report.

SafeWorld: Geo-Diverse Safety Alignment Gpt-4 technical report

Reference 27

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T19:41:42.212696Z digest=sha256:2dbcf61172875995377e0adc04c45e958f43075c0ca765b62a233d0f43680fec

Observation 2869d7f2-bfc1-4ddf-a776-0464836dd01b · outbound

This paper cites an unresolved cited work.

SafeWorld: Geo-Diverse Safety Alignment Unresolved cited work

Reference 28

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 3f914f45-9a6c-4fe9-9f12-42e55c3aa338 · outbound

This paper cites Valor-eval: Holistic coverage and faithfulness evaluation of large vision-language models.

SafeWorld: Geo-Diverse Safety Alignment Valor-eval: Holistic coverage and faithfulness evaluation of large vision-language models

Reference 29

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verified fuzzy
raw_fallback, observed 2026-08-11T19:41:42.932682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.220348Z digest=sha256:49e462ffb6716ec53520af20e1e47d48856ab21aa9f79d12c35eeece292b5c88

Observation f9a8f087-8124-4465-b061-93f6a8e7555a · outbound

This paper cites Direct Preference Optimization: Your Language Model is Secretly a Reward Model.

SafeWorld: Geo-Diverse Safety Alignment Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Reference 30

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T19:41:42.223945Z digest=sha256:fe884a4716b0e3b9ecb7dce539d1885220ad1061e0c4a748fe6d113c3f0e0b72

Observation fb8008aa-c6a5-4401-85ae-3017a0244c8b · outbound

This paper cites NormAd: A Framework for Measuring the Cultural Adaptability of Large Language Models.

SafeWorld: Geo-Diverse Safety Alignment NormAd: A Framework for Measuring the Cultural Adaptability of Large Language Models

Reference 31

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T19:41:42.227586Z digest=sha256:bf7bbfd9f548a3e57522d7873890633f33965c03d45bfbaa83bbeca9598cf099

Observation 7e78e1fa-ec3a-4785-90a6-9ea08f35f942 · outbound

This paper cites an unresolved cited work.

SafeWorld: Geo-Diverse Safety Alignment Unresolved cited work

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.231474Z digest=sha256:f5171d6e97f60216dbdba3e8b0e5251323a46065f113e750c883f76f7da0181a

Observation 8d2461fd-9807-4dd2-b224-fe644c688f72 · outbound

This paper cites Whose opinions do language models reflect? In International Conference on Machine Learning, pages 29971–30004.

SafeWorld: Geo-Diverse Safety Alignment Whose opinions do language models reflect? In International Conference on Machine Learning, pages 29971–30004

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.235492Z digest=sha256:f60e2d89b942ab4412f151eda2cd6bab709075a8dcd4cf17c45fc518564910c3

Observation 80bd32cd-c49c-4544-ba51-1f6fb0483a22 · outbound

This paper cites an unresolved cited work.

SafeWorld: Geo-Diverse Safety Alignment Unresolved cited work

Reference 34

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unresolved
raw_fallback, observed 2026-08-11T19:41:42.895876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.239125Z digest=sha256:71cb59ab7a84ffe45b4279416ab03ff935439485bc710261e886c9484106139d

Observation 9d33f1f3-d343-4159-8d4f-4852a3057b7d · outbound

This paper cites Societal biases in language generation: Progress and challenges.

SafeWorld: Geo-Diverse Safety Alignment Societal biases in language generation: Progress and challenges

Reference 35

Resolution
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raw_fallback, observed 2026-08-11T19:41:42.883809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.243244Z digest=sha256:bae4dbf1cf67231f74af93a294be258af14f53c52cf55f9d2974ccd9e6277a59

Observation dfa790a6-743c-495e-880d-2dffa1def67c · outbound

This paper cites Safer-instruct: Aligning language models with automated preference data.

SafeWorld: Geo-Diverse Safety Alignment Safer-instruct: Aligning language models with automated preference data

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:41:42.870251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.247195Z digest=sha256:387de9419228261c02b648a664d7ad91aec532ba412f3614c0da9a956cd49ec7

Observation 6d6fd933-be77-426b-a0d9-dd9b3cc93da2 · outbound

This paper cites Culturebank: An online community-driven knowledge base towards culturally aware language technologies.

SafeWorld: Geo-Diverse Safety Alignment Culturebank: An online community-driven knowledge base towards culturally aware language technologies

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:41:42.855753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.251014Z digest=sha256:4e1a16990d2db92cb51fddd38ee6fdb12b41566588d8fdc6b0466626309dfaca

Observation 200326af-dbc1-4799-9249-26b116572f60 · outbound

This paper cites A roadmap to pluralistic alignment.

SafeWorld: Geo-Diverse Safety Alignment A roadmap to pluralistic alignment

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:41:42.842207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.255020Z digest=sha256:2e8bf64b87048fc896d5808600cb2b891534cc5c020705869de15fe2ee3a0067

Observation 0120a087-d2d3-4d3f-a352-e78590a26341 · outbound

This paper cites Smith, Luke Zettlemoyer, and Tao Yu.

SafeWorld: Geo-Diverse Safety Alignment Smith, Luke Zettlemoyer, and Tao Yu

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:41:42.828777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.259047Z digest=sha256:4e549e32e7152038d9a4f04e1ceb7ffc0330c3e9f424afb55858d781d6585dc1

Observation 25b8fca5-89fb-4d78-a770-3143ff70d649 · outbound

This paper cites On the safety of conversational models: Taxonomy, dataset, and benchmark.

SafeWorld: Geo-Diverse Safety Alignment On the safety of conversational models: Taxonomy, dataset, and benchmark

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:41:42.815449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.263058Z digest=sha256:accf6dcb5a220ef6e685a58e371bfadc7551061971ee37eee64fb802cb5086a5

Observation ae4c9ed2-da30-41c6-8ad2-b4587aa1574e · outbound

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

SafeWorld: Geo-Diverse Safety Alignment LLaMA: Open and Efficient Foundation Language Models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-11T19:41:42.266884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:41:42.266884Z digest=sha256:37ff0a9f45d30dd619870213d8a54a69fab0b0a2583b9684265822d5dea7b63c

Observation 1cf52f20-f6fc-4e8c-af8e-fb723a515bb0 · outbound

This paper cites Zephyr: Direct Distillation of LM Alignment.

SafeWorld: Geo-Diverse Safety Alignment Zephyr: Direct Distillation of LM Alignment

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-11T19:41:42.271062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:41:42.271062Z digest=sha256:ff5a39ca04b0a9aa0963ab8d8599f265498291fb94ae609395b42c97ad60ee5e

Observation 91ea95e7-d02d-4b37-a155-23c5ae6edb88 · outbound

This paper cites Ethical and social risks of harm from Language Models.

SafeWorld: Geo-Diverse Safety Alignment Ethical and social risks of harm from Language Models

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T19:41:42.275617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:41:42.275617Z digest=sha256:b932253f2a573fc2107e276bc2ebaac95ac8c3216ac6d20cfadc0fb6fabf1b82

Observation 7b0676cb-7244-41e6-af8d-9e8d813df665 · outbound

This paper cites Cultural safety — what does it mean for our work practice? Australian and New Zealand Journal of Public Health, 23, 1999.

SafeWorld: Geo-Diverse Safety Alignment Cultural safety — what does it mean for our work practice? Australian and New Zealand Journal of Public Health, 23, 1999

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:41:42.801186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.280279Z digest=sha256:12a23baa3b46714be7db35508ae845519400ff340bd94761a1fa0ea3264170f5

Observation 40463a9f-ec5d-4d5b-b312-97ac577d80f3 · outbound

This paper cites GeoM- LAMA: Geo-diverse commonsense probing on multilingual pre-trained language models.

SafeWorld: Geo-Diverse Safety Alignment GeoM- LAMA: Geo-diverse commonsense probing on multilingual pre-trained language models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-11T19:41:42.284259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:41:42.284259Z digest=sha256:d6f45b12ca66cb1f61aee334b6c84f802795d0a62a72e0e7f686822e53aedfe1

Observation c7ee7508-f213-4755-a9f7-66b94714c8dd · outbound

This paper cites Broaden the vision: Geo-diverse visual commonsense reasoning.

SafeWorld: Geo-Diverse Safety Alignment Broaden the vision: Geo-diverse visual commonsense reasoning

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:41:42.778710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.288188Z digest=sha256:623949bd75de335575a1fba38c702f3bbac9f671f6a6d35a5338885cca19e94a

Observation 85aa8fbb-89e2-40a6-923d-b5aa2976cb3a · outbound

This paper cites Hellaswag: Can a machine really finish your sentence? In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pages 4791–4800, 2019.

SafeWorld: Geo-Diverse Safety Alignment Hellaswag: Can a machine really finish your sentence? In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pages 4791–4800, 2019

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T19:41:42.292571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:41:42.292571Z digest=sha256:031d8fd558bd187bb06d606c168ae2cd04795556a9229e3fe715401a2d981d02

Observation 67a91d28-e450-48ff-8ae4-d393bde4d4db · outbound

This paper cites SafetyBench: Evaluating the Safety of Large Language Models.

SafeWorld: Geo-Diverse Safety Alignment SafetyBench: Evaluating the Safety of Large Language Models

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T19:41:42.296751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:41:42.296751Z digest=sha256:2988c3ea20ba07c01127bf6609da01873abfc5d59180c65b74744e00e25ea582

Observation 9470b7e5-82b4-46fd-a6d4-f51324c16e85 · outbound

This paper cites Do you think <NORM/POLICY> is a well-known [cultural norm/policy] in <COUNTRY>?.

SafeWorld: Geo-Diverse Safety Alignment Do you think <NORM/POLICY> is a well-known [cultural norm/policy] in <COUNTRY>?

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:41:42.755835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.300980Z digest=sha256:c87c820358b82e81ffde022ea38d0e162d3e12a88bc6ec345bedc584e555813e

Observation dd6a2b63-636d-4a05-af0a-1ce67b3489a5 · outbound

This paper cites an unresolved cited work.

SafeWorld: Geo-Diverse Safety Alignment Unresolved cited work

Reference 50

Resolution
parse uncertain
raw_fallback, observed 2026-08-11T19:41:42.742238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.305718Z digest=sha256:f5a8fb8dca4cdd3166dff6ac0ebea2fd0a305bc24fbd932339dbdf32b3c892c9

Observation efcf76b6-7f95-45b1-87cc-f80a737d6301 · outbound

This paper cites [Matched, Factual].

SafeWorld: Geo-Diverse Safety Alignment [Matched, Factual]

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:41:42.730034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.309820Z digest=sha256:1edc261f600f71ce73fdba8f8faa6b9e197151d31f24e82108cf3fde35c1b4a0

Observation 63d7bbcd-9899-4469-87bd-2e3590fafd9b · outbound

This paper cites [Unmatched,Non-factual].

SafeWorld: Geo-Diverse Safety Alignment [Unmatched,Non-factual]

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:41:42.717374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.313659Z digest=sha256:899ca2894394601695805a7387063eb950080a2d139f502389a76efdba0cfba5

Observation 3ee27300-5324-4832-b499-14187df37f54 · outbound

This paper cites [Matched,Factual].

SafeWorld: Geo-Diverse Safety Alignment [Matched,Factual]

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:41:42.703386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.317922Z digest=sha256:abc3ec137d47c8600bcfee6855a19d91123823cf8e140354ad1592df06b7dd1f

Observation 9736e564-635e-4a82-b7d6-43286815522d · outbound

This paper cites an unresolved cited work.

SafeWorld: Geo-Diverse Safety Alignment Unresolved cited work

Reference 55

Resolution
parse uncertain
raw_fallback, observed 2026-08-11T19:41:42.690549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.326039Z digest=sha256:7b118136ee86bf6af448b0038f834e45375ea6fca3ccfcac55a0e39425a89522

Observation 95d69858-2b01-4587-a216-e0aac88e29fa · outbound

This paper cites an unresolved cited work.

SafeWorld: Geo-Diverse Safety Alignment Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:41:42.677648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.330026Z digest=sha256:aff89b265adf85f112d8cabd6a08deb998cf12b30fd6d982b79a47fe8a52a572

Observation bc38f79b-6beb-40a0-bc33-947d5ad72968 · outbound

This paper cites [Unmatched,Fac- tual].

SafeWorld: Geo-Diverse Safety Alignment [Unmatched,Fac- tual]

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:41:42.664157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.333852Z digest=sha256:45df1c7b2b14aebc54a5d0a4a32c858be4724f2842d9675b09f1e875996cfa25

Observation 053c4131-35bb-47d7-b271-3852a8dcea07 · outbound

This paper cites tomorrow.

SafeWorld: Geo-Diverse Safety Alignment tomorrow

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:41:42.650739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:41:42.337636Z digest=sha256:8ec208492c56d53751ea3d1d147a1f477c0820576d0ec92f74591d8ab66192a4

Pith citing papers

Observation ab22fdaa-e12f-4334-91bd-cb833f480773 · inbound

ROK-FORTRESS: Measuring the Effect of Geopolitical Transcreation for National Security and Public Safety cites this paper.

ROK-FORTRESS: Measuring the Effect of Geopolitical Transcreation for National Security and Public Safety SafeWorld: Geo-Diverse Safety Alignment

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:59:45.793207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-15T04:55:36.069767Z digest=sha256:a42f7d50f2a6d231505d0d1f91b43f4b7ade6fccff6b395979b53e7074f455c4

Observation 85c9932d-7cae-417e-975c-89dff707bb49 · inbound

ROK-FORTRESS: Measuring the Effect of Geopolitical Transcreation for National Security and Public Safety cites this paper.

ROK-FORTRESS: Measuring the Effect of Geopolitical Transcreation for National Security and Public Safety SafeWorld: Geo-Diverse Safety Alignment

Reference 21

Resolution
unresolved
no resolver link, observed 2026-07-12T16:49:32.395383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T16:49:32.395383Z digest=sha256:5a97533661dad979cea259069b7bb6586625b4b1b6cc5bfde640742bfb8eeee1