Paper Citation Record · LEDGER

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards

As of 23 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2507.17147.

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

pith.paper-citation-record.v1
2507.17147 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:02:27.120609Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

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

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

48 of 48 outbound references displayed

verified exact3
verified fuzzy0
unresolved45
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4e08cdc8-3d48-4f94-b62b-dc6259fe8d12 · outbound

This paper cites "Let Your Characters Tell Their Story": A Dataset for Character-Centric Narrative Understanding.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards "Let Your Characters Tell Their Story": A Dataset for Character-Centric Narrative Understanding

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.847892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6baeb213-9b97-482c-b2d0-cea8eb952187 · outbound

This paper cites Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.853811Z

Source-reported events for the cited work

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Observation 8404f121-5560-4e99-bd44-75e8dbaf0d3f · outbound

This paper cites an unresolved cited work.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.859380Z

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Observation eee4d1e4-2fc4-4139-bb67-4553658a309a · outbound

This paper cites an unresolved cited work.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:02:28.315684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6a359f50-1ac9-471b-9300-3a38ec70366e · outbound

This paper cites SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.869430Z

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Observation d1ae54d3-fa04-443b-b95c-98e4bde4b0b7 · outbound

This paper cites The Oscars of AI Theater: A Survey on Role-Playing with Language Models.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards The Oscars of AI Theater: A Survey on Role-Playing with Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.874359Z

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Observation de71f6c6-1874-44a7-8913-4a7fa5d75eda · outbound

This paper cites Large Language Models Meet Harry Potter: A Bilingual Dataset for Aligning Dialogue Agents with Characters.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Large Language Models Meet Harry Potter: A Bilingual Dataset for Aligning Dialogue Agents with Characters

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.881130Z

Source-reported events for the cited work

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Observation 34fc88e1-6798-46c4-a002-f76722a43669 · outbound

This paper cites an unresolved cited work.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.886510Z

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Observation 8779d4cb-ae39-4f93-ab54-d6954c64d3b0 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.891631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2fdbe4c-4f7a-4356-8895-fc782284d778 · outbound

This paper cites ReTool: Reinforcement Learning for Strategic Tool Use in LLMs.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.897593Z

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Observation 27b42656-2331-4b91-97f9-4384be482d25 · outbound

This paper cites Reasoning Does Not Necessarily Improve Role-Playing Ability.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Reasoning Does Not Necessarily Improve Role-Playing Ability

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.902549Z

Source-reported events for the cited work

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Observation f37ea5c4-dded-4731-a649-4f4bc3453f5f · outbound

This paper cites an unresolved cited work.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.907285Z

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Observation d83cbc5b-2a6c-4bea-a3f7-91699ac33105 · outbound

This paper cites an unresolved cited work.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.912224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d03403b8-d6dc-437d-bc49-73343c21339e · outbound

This paper cites Enhancing Persona Consistency for LLMs' Role-Playing using Persona-Aware Contrastive Learning.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Enhancing Persona Consistency for LLMs' Role-Playing using Persona-Aware Contrastive Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.917233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 257be1cb-b242-431b-9311-391f1800d631 · outbound

This paper cites an unresolved cited work.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.922458Z

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Unavailable: canonical work link unavailable.

Observation a658fafb-be38-4542-b42f-8a19164d6021 · outbound

This paper cites CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:02:27.845222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 31143d57-8403-4307-9567-3d65736b6bca · outbound

This paper cites S$^2$R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards S$^2$R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.932292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d52518ef-05f8-4ece-af1d-d3a08849b68f · outbound

This paper cites an unresolved cited work.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.945889Z

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Unavailable: canonical work link unavailable.

Observation 8a0aa8bb-b4c2-4c7a-bece-7701bdd1429f · outbound

This paper cites OpenAI o1 System Card.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards OpenAI o1 System Card

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.951446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be5bbd53-e46e-476f-a306-c6903f25c1c8 · outbound

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

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Generative Agents: Interactive Simulacra of Human Behavior

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.957432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b79f26c2-cf4b-49dd-854a-eea4dfdfb9ab · outbound

This paper cites ToolRL: Reward is All Tool Learning Needs.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards ToolRL: Reward is All Tool Learning Needs

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.964109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e44a1e8b-e94a-4210-a901-687b2bd9ca24 · outbound

This paper cites Sequence Level Training with Recurrent Neural Networks.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Sequence Level Training with Recurrent Neural Networks

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.969880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a714bbd-ba6b-41b8-ba6d-ce8cc4df7a99 · outbound

This paper cites Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.977002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82dad115-11ff-4a67-b5ab-5acc990cc05b · outbound

This paper cites Hybrid Group Relative Policy Optimization: A Multi-Sample Approach to Enhancing Policy Optimization.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Hybrid Group Relative Policy Optimization: A Multi-Sample Approach to Enhancing Policy Optimization

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.981947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16d1ca7c-6a60-4fed-a258-b9511d9a9a83 · outbound

This paper cites Character-LLM: A Trainable Agent for Role-Playing.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Character-LLM: A Trainable Agent for Role-Playing

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.986704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c912c350-cb68-413a-8165-e4826f483f2d · outbound

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

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.991162Z

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Observation f8c35e5a-56a0-4f74-8a97-ca5fc8a3c988 · outbound

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

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Reflexion: Language Agents with Verbal Reinforcement Learning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:26.997108Z

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Observation d9188b5c-73c5-433e-ad33-23f967423673 · outbound

This paper cites LLMs are Also Effective Embedding Models: An In-depth Overview.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards LLMs are Also Effective Embedding Models: An In-depth Overview

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:27.002338Z

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Observation 780e735e-0711-4724-87e5-ee6ca8b66a2c · outbound

This paper cites an unresolved cited work.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:02:28.238415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1b9f1258-f911-435d-bc9d-b463dafdd5a4 · outbound

This paper cites LaMDA: Language Models for Dialog Applications.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards LaMDA: Language Models for Dialog Applications

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:27.012282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 074a3ce3-3475-4ce4-aa06-237d8f1ca4fa · outbound

This paper cites an unresolved cited work.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:02:28.219625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 77f8b97f-9572-4759-8943-c46baed89086 · outbound

This paper cites an unresolved cited work.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:27.025256Z

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Observation ba4f8c21-3cfb-443c-9d7e-eadd3004018c · outbound

This paper cites an unresolved cited work.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:02:28.197057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 37128dca-b97d-4e47-885c-456b1aca554e · outbound

This paper cites an unresolved cited work.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:27.034810Z

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Observation f8c65467-306b-4c3d-b1ba-4d81bb74ca5a · outbound

This paper cites InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:27.041691Z

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Observation 9c47933e-6571-489f-9442-701dc090511f · outbound

This paper cites RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:27.047188Z

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Observation 4cc375d0-a90f-443d-914e-9ca25978bceb · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:27.052414Z

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Observation 45ce1ce7-8878-4f08-8668-00c68c09cf87 · outbound

This paper cites an unresolved cited work.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:02:28.178487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5a833151-3a8c-444a-bd4c-2785aed6747d · outbound

This paper cites Towards Enhanced Immersion and Agency for LLM-based Interactive Drama.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Towards Enhanced Immersion and Agency for LLM-based Interactive Drama

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:02:27.357082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation eb81e13e-6023-4429-91fb-db29af084e8a · outbound

This paper cites Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:27.070162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13c7b42e-b213-4504-a242-79b5da48fc55 · outbound

This paper cites Guess What I am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Guess What I am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:27.075822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0defd52-837d-4df0-bb27-fd32f605d5ff · outbound

This paper cites Character is Destiny: Can Role-Playing Language Agents Make Persona-Driven Decisions?.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Character is Destiny: Can Role-Playing Language Agents Make Persona-Driven Decisions?

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:27.082286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df9319ef-3d34-419a-9d45-e224e83e0dbc · outbound

This paper cites Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:27.091819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6712f72c-af34-4fb2-b409-a4feb87d338e · outbound

This paper cites Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:27.097864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5b23e0c-4134-49fd-acbd-d751861cbbbe · outbound

This paper cites Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:02:27.228027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cd211747-996a-4f65-94cd-623efe742dce · outbound

This paper cites CharacterGLM: Customizing Chinese Conversational AI Characters with Large Language Models.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards CharacterGLM: Customizing Chinese Conversational AI Characters with Large Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:27.109104Z

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Observation 43d9a8bf-47c6-4f54-b457-e72406ae6de8 · outbound

This paper cites online" 'onlinestring :=.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards online" 'onlinestring :=

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:27.114741Z

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Observation 9c3c8003-d20e-40c4-9cd0-5422385fcd77 · outbound

This paper cites write newline.

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards write newline

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:27.120609Z

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Pith citing papers

No inbound Pith citation observations are available.