Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-16T21:09:22.986406Z
Paper Citation Record · LEDGER
Understanding Generalization in Role-Playing Models via Information Theory
As of 7 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 1 inbound Pith citation observation for arXiv:2512.17270.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-29T21:50:04.277333Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-06-29T21:53:59.277000Z
Reference resolution
24 of 24 outbound references displayed
- verified exact1
- verified fuzzy12
- unresolved8
- parse uncertain0
- malformed identifier0
- metadata mismatch3
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d0270b31-5de3-49a3-8a7d-713acb6a0595 · outbound
This paper cites Yao Fu, Hao Peng, Litu Ou, Ashish Sabharwal, and Tushar Khot.
Understanding Generalization in Role-Playing Models via Information Theory Yao Fu, Hao Peng, Litu Ou, Ashish Sabharwal, and Tushar Khot
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T21:23:33.432135Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d7075523-40cb-4026-8229-41bd42e46004 · outbound
This paper cites Measuring Compositional Generalization: A Comprehensive Method on Realistic Data.
Understanding Generalization in Role-Playing Models via Information Theory Measuring Compositional Generalization: A Comprehensive Method on Realistic Data
Reference 2
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T21:11:17.163573Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a2bb2fe0-cbca-4ec7-b92b-28278e5d3954 · outbound
This paper cites Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment.
Understanding Generalization in Role-Playing Models via Information Theory Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T21:11:17.155753Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2ca0c7f4-9f97-488f-aff6-696e2e7883e6 · outbound
This paper cites 334(2):307– 318.
Understanding Generalization in Role-Playing Models via Information Theory 334(2):307– 318
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T21:23:33.427384Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 465dba65-2bd8-41c1-a830-fa5fc558830a · outbound
This paper cites Character-LLM: A Trainable Agent for Role-Playing.
Understanding Generalization in Role-Playing Models via Information Theory Character-LLM: A Trainable Agent for Role-Playing
Reference 5
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T21:11:17.159798Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4cf96cf6-714b-4aa7-ab7a-ed0a858bd36b · outbound
This paper cites CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation.
Understanding Generalization in Role-Playing Models via Information Theory CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation
Reference 6
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T21:11:17.151611Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7b474b7c-7353-4742-920e-81a03b2bff27 · outbound
This paper cites These LLM-generated characters may be quite rough and will be refined in subsequent steps.
Understanding Generalization in Role-Playing Models via Information Theory These LLM-generated characters may be quite rough and will be refined in subsequent steps
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T21:23:33.461349Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f2182b5d-e737-42b9-bdf6-49c4e3250b52 · outbound
This paper cites LLM with search engine.
Understanding Generalization in Role-Playing Models via Information Theory LLM with search engine
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T21:23:33.422776Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cce28dd1-506f-485e-8fa0-968930f1d4fb · outbound
This paper cites The three prompt templates used for LLM-based text generation in the above steps are presented in Table 3.
Understanding Generalization in Role-Playing Models via Information Theory The three prompt templates used for LLM-based text generation in the above steps are presented in Table 3
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T21:23:33.445943Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 00e502cc-c807-4529-94c7-35894c1aff2e · outbound
This paper cites an unresolved cited work.
Understanding Generalization in Role-Playing Models via Information Theory Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T21:23:33.438426Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 51fb60df-4f05-464f-affa-90ce4adfea5f · outbound
This paper cites ID dialogues.
Understanding Generalization in Role-Playing Models via Information Theory ID dialogues
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T21:23:33.420484Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ba29c008-90e3-4c2f-8568-cfb241147cd8 · outbound
This paper cites an unresolved cited work.
Understanding Generalization in Role-Playing Models via Information Theory Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T21:23:33.425217Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 278f6b3f-7cfb-4c6b-b9fb-ce91d040d653 · outbound
This paper cites an unresolved cited work.
Understanding Generalization in Role-Playing Models via Information Theory Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T21:23:33.429996Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 87076987-6b46-4912-82bc-da55c1c66335 · outbound
This paper cites an unresolved cited work.
Understanding Generalization in Role-Playing Models via Information Theory Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T21:23:33.443617Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 784e7e9a-5838-4d0f-9b59-37be3a05ff04 · outbound
This paper cites an unresolved cited work.
Understanding Generalization in Role-Playing Models via Information Theory Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T21:23:33.434112Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f687a2d3-9f23-41a1-a841-d1f23df9737a · outbound
This paper cites an unresolved cited work.
Understanding Generalization in Role-Playing Models via Information Theory Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T21:23:33.436466Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 89e79493-c5c3-496e-8935-7b4d2084ef8c · outbound
This paper cites ‘json {{.
Understanding Generalization in Role-Playing Models via Information Theory ‘json {{
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T21:23:33.457525Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 66e3a26d-0156-4044-bba9-550068966d77 · outbound
This paper cites {user_persona}.
Understanding Generalization in Role-Playing Models via Information Theory {user_persona}
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T21:23:33.459449Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 476d7bdd-c53a-4f04-9ccc-318c9f02308e · outbound
This paper cites users are likely to ask queries related to their own user information.
Understanding Generalization in Role-Playing Models via Information Theory users are likely to ask queries related to their own user information
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T21:23:33.455583Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dd6e221e-cad3-47c7-95f1-c40fb837b5b1 · outbound
This paper cites rollout of the reasoning generator.
Understanding Generalization in Role-Playing Models via Information Theory rollout of the reasoning generator
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T21:23:33.449905Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 23f03f3a-fbd2-4fed-87a0-3f308ab802eb · outbound
This paper cites {user_persona}.
Understanding Generalization in Role-Playing Models via Information Theory {user_persona}
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T21:23:33.448044Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fbe70096-4794-49ff-a6eb-e2e46b06ca8f · outbound
This paper cites an unresolved cited work.
Understanding Generalization in Role-Playing Models via Information Theory Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T21:23:33.451687Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6185a523-4c91-4576-81e6-4b21774161de · outbound
This paper cites an unresolved cited work.
Understanding Generalization in Role-Playing Models via Information Theory Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T21:23:33.453560Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e849fb15-8c87-4609-8947-3e1ef2ab4f77 · outbound
This paper cites ‘json {{.
Understanding Generalization in Role-Playing Models via Information Theory ‘json {{
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T21:23:33.441219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
Observation 75e84a3b-e37e-468e-9b3f-fbf9949c68c8 · inbound
CRPO: Character-centric Group Relative Policy Optimization for Role-aware Reasoning in Role-playing Agents cites this paper.
CRPO: Character-centric Group Relative Policy Optimization for Role-aware Reasoning in Role-playing Agents Understanding Generalization in Role-Playing Models via Information Theory
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T21:53:59.278495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.