SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data | Paper Citation Record

Observation 374f1862-9627-47d0-b97d-82444576f21c · outbound

This paper cites Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-06-27T04:20:31.738176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 38b7364c-d779-4d37-8517-08f8d726121c · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data gpt-oss-120b & gpt-oss-20b Model Card

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-06-27T04:20:31.737115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7567a806-2545-44f7-b281-3c5be84ae154 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-06-27T04:20:31.744180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e2439b10-f4a2-4b3c-b5e0-c15eb8cf53c4 · outbound

This paper cites Jason Wei, Nguyen Karina, Hyung Won Chung, Yunxin Joy Jiao, Spencer Papay, Amelia Glaese, John Schulman, and William Fedus.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Jason Wei, Nguyen Karina, Hyung Won Chung, Yunxin Joy Jiao, Spencer Papay, Amelia Glaese, John Schulman, and William Fedus

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4881d1b3-c73e-4321-a9ab-9290e8558217 · outbound

This paper cites Measuring short-form factuality in large language models.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Measuring short-form factuality in large language models

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-07-03T17:18:43.690062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cfa75c22-982c-4ebe-8a53-521c9ce9c453 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bca31864-4e4f-45ed-b90a-3bf720eda18a · outbound

This paper cites To ensure diversity, Rainbow Teaming (Samvelyan et al., 2024) applies quality-diversity search to prompt generation.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data To ensure diversity, Rainbow Teaming (Samvelyan et al., 2024) applies quality-diversity search to prompt generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6beb25eb-9020-4074-a175-b8b7bf23f8f4 · outbound

This paper cites Sorry,.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Sorry,

Reference 8

Resolution: malformed identifier; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dea91c9b-b43b-4df6-90cd-ae651c39fcfc · outbound

This paper cites Prioritizing one patient based on their relationship to a donor could undermine trust in the healthcare system.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Prioritizing one patient based on their relationship to a donor could undermine trust in the healthcare system

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f70fed7-fe0a-4d7b-9dee-af3eb363d148 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ec847f7-f970-4151-9c91-d79d2964d81e · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92304594-ba62-4e1e-af94-ea1b935b9a73 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77ce214c-0c30-4f6e-ba96-cfe37219bf25 · outbound

This paper cites strategy_type.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data strategy_type

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91f37cb5-76b9-4b1f-a00c-529eee33d137 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9d26559-89ed-4be7-b00e-2d93286131fd · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4b8e7ea-0d6c-4e3f-b0a9-8dc2c36a8610 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06850f86-7888-455e-ac5b-a5b07bd4f63f · outbound

This paper cites Imagine.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Imagine

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b3f007a-d581-4f9b-af73-c888d5c28baf · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e656d30c-eb24-4402-a858-b0aec5e09159 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56a42071-6481-4283-96aa-154cea7964d9 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b600d5ee-2637-4a05-9a63-52f10ec1957b · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efd3e9cb-d34a-486c-8036-2eae02406d88 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 522acec4-26e1-4af9-83ce-c00ab53ecc11 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75105e41-7483-485e-a820-8245d42380ee · outbound

This paper cites Your Task: Generate a modified version of the seed prompt that: - Follows the attack strategy provided.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Your Task: Generate a modified version of the seed prompt that: - Follows the attack strategy provided

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7c9b8ed-1291-4ac8-87f3-3c38cd289407 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4da2b9b9-ba22-4842-9c45-6f515143a152 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daf0b223-723f-42d2-846b-632e03011d44 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d33e342-8c57-4b66-b95f-17056576793f · outbound

This paper cites violation.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data violation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46d53c96-d12f-4858-9b07-6856caee41a4 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94b6f21a-5196-4b82-98aa-a503b62c4e65 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f151a747-ffae-4b1c-ba52-3a7299af23d6 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d572f3ad-14a4-4675-b2fe-8c1c8001ace5 · outbound

This paper cites helpfulness_score.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data helpfulness_score

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a291cab2-3241-401c-a4f7-885cde29f0d9 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation def76ebb-6601-4fd5-8bbe-a1376ce81e22 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 937478e9-148e-4098-97ea-08f5c1a33e01 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a162cdec-d6f3-4275-a25f-0f6b3a4054ea · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3236133c-15c9-4f95-8848-14c8f1e4de32 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9724a28-4fc3-423a-bd01-989e96f77392 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 716575ee-abc7-45ef-9f59-6a8de27be138 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8955acd3-34ae-4277-b2dd-9179cdc57dc3 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ba6badf-8811-411b-8a01-8067df8ef6c7 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2988e26-78d9-4d95-8945-9cabdc9aab18 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36f026a5-efb2-4cc8-bc8b-17d69b3ab948 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81734a00-c9aa-4210-9c14-4af602db51b8 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6931eab-c291-42aa-9518-770815b333ef · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28da3b82-a151-4776-9643-fc2e4f67373b · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d194fcb7-6449-43b4-9b67-ade7457e56c7 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f61e2802-a6ff-4086-a32c-a6cb727afc88 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8803459a-d5c7-4a17-a65c-fdf8b31fdc60 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35e4d62a-4d2c-4ce9-85a8-c4dd92382250 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10dc01d9-161c-42fe-9905-9bc8bd5228cd · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6039988e-dd44-47a9-9f80-bb241a311adf · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9252c0b5-892c-47f2-9737-c5501be4f7da · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0a8417c-5d1b-4edc-b147-53ec68a7e370 · outbound

This paper cites Supports and encourages freedom, equality, and a sense of brother- hood.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Supports and encourages freedom, equality, and a sense of brother- hood

Reference 54

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5faa62f5-d19d-47db-a10f-37bd21e4d172 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ae7eb88-cca3-4d01-ab3f-a15c070cf44c · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb367401-9f80-4299-ab3d-92335b582971 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f3d9f68-4393-4766-b317-07311f8b7e14 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 320af8de-5a14-4f24-8884-787d8c549295 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4f47fa8-b3e5-4102-bfdf-6359cc71790b · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaa68b22-cb3b-4802-a524-e2f7f76c2199 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fe0f9f6-8b4d-47ab-96a4-f0dd9269ccb3 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02cfee80-fa0f-434b-a379-8d076ce59218 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35322ddb-a932-4b76-ba9a-551a8510271e · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c711f015-95e9-4b8e-aa38-f57f9327859f · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15d5ecd7-c67b-46c6-b743-591e988a9969 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb367e43-2803-4889-8b07-a85988ec237a · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 67

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97421bb5-689c-495c-a875-61052af5cb01 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d60ba58-2c10-4af8-9ad8-520d3f4ad4fc · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa1eb8f4-d2e9-448a-84b7-5576d0ab99d4 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72898070-5f6f-4492-8cd0-52b186e1b7e0 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6529210c-d51f-4a3b-aca2-d39a4e09d558 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91392125-60c2-4066-a076-79b9a1bc11cb · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 366253f8-d0cc-4902-9d7f-50228d8272d9 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7c6550b-923b-490a-8b33-004a464b8287 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 75

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0f3014b-0a84-46a0-993d-3fbd9e3dad10 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 916a33a7-c2be-4117-873f-2ef58784f9ea · outbound

This paper cites providing a good answer > refusing to answer > committing a lie of omission > committing a lie of commission > revealing confidential information.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data providing a good answer > refusing to answer > committing a lie of omission > committing a lie of commission > revealing confidential information

Reference 77

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f8031ac-b6a2-4f44-af9f-e1ce4665fe06 · outbound

This paper cites lying by commission.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data lying by commission

Reference 78

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9323876-4e70-4c14-99ac-07d8ccb96a5d · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 79

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9770880f-3b9d-430b-89d2-10cbe621ba2a · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 80

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34dd85df-7afd-4423-9d93-24bc3e02c266 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 81

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0246f04a-baec-40db-a0dc-3b9f9da3153c · outbound

This paper cites Confidentrightanswer>hedgedrightanswer>noanswer>hedged wrong answer > confident wrong answer.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Confidentrightanswer>hedgedrightanswer>noanswer>hedged wrong answer > confident wrong answer

Reference 82

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 541355bf-48df-4bc5-81ca-48af526aa901 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 83

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0edbb15d-2202-4301-832c-4fbad7a2aa88 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 84

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a5bb0fc-976b-42e8-b06b-1113b2145106 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 85

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d77fb0f7-9a8d-4bac-b686-6900663c0d57 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 86

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 566cf68c-a3be-484b-8290-1bc6f279bdd6 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 87

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b91155d-d7d7-4fba-b450-617cb4969f14 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 88

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae41fa1c-2c3f-4b63-8a4c-77fcd54e45e4 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 89

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b22d81d-fc13-4c54-bbb3-8513bee0fc66 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 90

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5928d87e-dbee-4993-beff-77873294dd70 · outbound

This paper cites Assume an objective point of view, present information clearly, focus- ing on factual accuracy and reliability.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Assume an objective point of view, present information clearly, focus- ing on factual accuracy and reliability

Reference 91

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3c6f131-42a0-480e-aab5-afacd767bd9e · outbound

This paper cites Is the Earth flat?.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Is the Earth flat?

Reference 92

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8cfe49e-0c8d-4170-a8b8-781360e967cb · outbound

This paper cites I like anchovy ice cream, what do you think about that?.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data I like anchovy ice cream, what do you think about that?

Reference 93

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b5da3dc-deca-4b8b-853f-cb797c452d28 · outbound

This paper cites Should euthanasia be legal?.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Should euthanasia be legal?

Reference 94

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6480b4fa-d854-4701-9b54-d1ee3124b719 · outbound

This paper cites Is genocide justified?.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Is genocide justified?

Reference 95

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58768f1d-70c0-4223-8b34-6468ba9b9a93 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 96

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1b97690-8712-46c9-a748-6a651c0f29a9 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 97

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e46c8163-a4f8-43fd-932a-3889f3070e31 · outbound

This paper cites It should present the strongest arguments for each position and allocate attention proportionately to their level of acceptance and evidential support.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data It should present the strongest arguments for each position and allocate attention proportionately to their level of acceptance and evidential support

Reference 98

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a88ca7f-bcf8-4615-a3d4-4d70f68f2551 · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 99

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 445f848b-6194-4653-bd3a-85f33a4b05bd · outbound

This paper cites an unresolved cited work.

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data Unresolved cited work

Reference 100

Resolution: unresolved; no resolver link, observed 2026-06-27T04:19:53.669514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers