AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing | Paper Citation Record

Observation d64b4373-a24d-4155-af5d-3f4d1b23f39e · outbound

This paper cites In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:28.577965Z

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Observation 59d80ab1-5af8-4f21-995b-7dca9656f121 · outbound

This paper cites Osc: Cognitive orchestration through dynamic knowledge alignment in multi-agent llm collaboration, 2025.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Osc: Cognitive orchestration through dynamic knowledge alignment in multi-agent llm collaboration, 2025

Reference 2

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Observation 90754652-b0e7-4794-a397-780a37ce7afe · outbound

This paper cites Self-Taught Agentic Long Context Understanding.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Self-Taught Agentic Long Context Understanding

Reference 3

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Observation f34c7afa-f08f-46ee-abe6-25b2295b27de · outbound

This paper cites Llm-cas: Dynamic neuron perturbation for real-time hallucination correction, 2025.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Llm-cas: Dynamic neuron perturbation for real-time hallucination correction, 2025

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:28.799756Z

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Observation 50fd66c2-1824-413c-a753-613d7247c83d · outbound

This paper cites CTCC: A Robust and Stealthy Fingerprinting Framework for Large Language Models via Cross-Turn Contextual Correlation Backdoor.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing CTCC: A Robust and Stealthy Fingerprinting Framework for Large Language Models via Cross-Turn Contextual Correlation Backdoor

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:28.887483Z

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Observation d02cee0e-1d19-4ad5-b104-9b052f082c40 · outbound

This paper cites A survey of llm-driven ai agent communication: Protocols, security risks, and defense countermeasures, 2025.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing A survey of llm-driven ai agent communication: Protocols, security risks, and defense countermeasures, 2025

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:28.966535Z

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Observation eb7c59f1-27da-4424-a191-09554e0d32e1 · outbound

This paper cites EverTracer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing EverTracer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:29.038353Z

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Observation 8054f5a1-c77e-4772-a5c5-e1bd1a614d8b · outbound

This paper cites IAG: Input-aware Backdoor Attack on VLM-based Visual Grounding.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing IAG: Input-aware Backdoor Attack on VLM-based Visual Grounding

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:29.093525Z

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Observation 3de37acf-6904-40c6-88d5-801cac343688 · outbound

This paper cites Copyright Protection for Large Language Models: A Survey of Methods, Challenges, and Trends.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Copyright Protection for Large Language Models: A Survey of Methods, Challenges, and Trends

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:29.141260Z

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Observation c98006cf-1427-46bb-a2e5-9841cbb69e59 · outbound

This paper cites Role-Play with Large Language Models, 2023.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Role-Play with Large Language Models, 2023

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:29.213135Z

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Observation 11ee7d9c-0106-46c6-867e-b58c8d135dcf · outbound

This paper cites Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:29.327144Z

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Observation d76bf378-fcac-4d1b-b29b-7a4c3305891c · outbound

This paper cites From Persona to Personalization: A Survey on Role-Playing Language Agents.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing From Persona to Personalization: A Survey on Role-Playing Language Agents

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:29.379405Z

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Observation 583f44e2-b5db-4f98-8deb-9afcce240381 · outbound

This paper cites CoSER: Coordinating LLM-Based Persona Simulation of Established Roles, 2025.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing CoSER: Coordinating LLM-Based Persona Simulation of Established Roles, 2025

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:29.452870Z

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Observation f7a94518-c048-4953-b656-bd4984b6ad0e · outbound

This paper cites Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent

Reference 14

Resolution: malformed identifier; no resolver link, observed 2026-08-03T10:11:29.504066Z

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Observation 5b4681ab-0c00-47e9-8329-07d7c7fa5081 · outbound

This paper cites HyCoRA: Hyper-Contrastive Role- Adaptive Learning for Role-Playing, 2025.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing HyCoRA: Hyper-Contrastive Role- Adaptive Learning for Role-Playing, 2025

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:29.555716Z

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Observation 4e930f63-2b17-4389-af23-4447a93653f8 · outbound

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

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Character-LLM: A Trainable Agent for Role-Playing

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:29.601906Z

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Observation 3735d4e9-5238-4e57-b13c-6c6b8f125345 · outbound

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

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Large Language Models Meet Harry Potter: A Dataset for Aligning Dialogue Agents with Characters

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:29.643420Z

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Observation 229af461-a35e-4001-bb4c-7520774374b5 · outbound

This paper cites ChatHaruhi: Reviving Anime Character in Reality via Large Language Model.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing ChatHaruhi: Reviving Anime Character in Reality via Large Language Model

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:29.719633Z

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Observation dff731d1-c960-4db3-80ee-e0dbc22f3949 · outbound

This paper cites an unresolved cited work.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Unresolved cited work

Reference 19

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Observation 66cbcf7f-f039-4830-a690-1dbc6d81867d · outbound

This paper cites CharacterGLM: Customizing social characters with large language models.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing CharacterGLM: Customizing social characters with large language models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:29.870042Z

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Observation c876ed4d-94d3-4b17-9172-5de6f9172ac6 · outbound

This paper cites Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:29.944723Z

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Observation 646260b5-13c4-4eac-a178-63fc1423fb83 · outbound

This paper cites CharacterBench: Benchmarking Character Customization of Large Language Models, 2024.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing CharacterBench: Benchmarking Character Customization of Large Language Models, 2024

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:30.026147Z

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Observation 66e3596c-f724-4edf-b0ce-9b56b8def843 · outbound

This paper cites CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:30.082074Z

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Observation f6fb1569-1162-444d-9614-20112642e21d · outbound

This paper cites Crab: A Novel Configurable Role-Playing LLM with Assessing Benchmark.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Crab: A Novel Configurable Role-Playing LLM with Assessing Benchmark

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:30.179067Z

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Observation 691c3b64-8a7d-403b-b71d-357fa163bb70 · outbound

This paper cites Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:30.260811Z

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Observation 84bb5823-4ffd-40d3-abb3-d75519d40e41 · outbound

This paper cites Crafting Customisable Characters with LLMs: A Persona-Driven Role-Playing Agent Framework.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Crafting Customisable Characters with LLMs: A Persona-Driven Role-Playing Agent Framework

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:30.368324Z

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Observation 6526c480-fc6d-4764-825b-2a1bef8f0eb1 · outbound

This paper cites Beyond Dialogue: A Profile-Dialogue Alignment Framework Towards General Role-Playing Language Model.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Beyond Dialogue: A Profile-Dialogue Alignment Framework Towards General Role-Playing Language Model

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:30.424260Z

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Observation a68564a3-c199-4e0d-a68e-a933d49de986 · outbound

This paper cites TailorRPA: A Retrieval-Based Framework for Eliciting Personalized and Coherent Role-Playing Agents in General Domain.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing TailorRPA: A Retrieval-Based Framework for Eliciting Personalized and Coherent Role-Playing Agents in General Domain

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:30.477790Z

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Observation d77a8594-5bf6-42d4-afbd-31a3d3161856 · outbound

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

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Enhancing Persona Consistency for LLMs’ Role-Playing using Persona-Aware Contrastive Learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:30.551706Z

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Observation 8a561497-95df-4cc8-ae59-6f21074f9c44 · outbound

This paper cites R-CHAR: A Metacognition-Driven Framework for Role-Playing in Large Language Models.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing R-CHAR: A Metacognition-Driven Framework for Role-Playing in Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:30.627874Z

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Observation 93473830-86d4-4c2b-a750-e16e0193130b · outbound

This paper cites CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:30.707328Z

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Observation 29ce0536-e37a-48fe-b2dc-54bd5f84f20f · outbound

This paper cites Cog- Dual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Cog- Dual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:30.785589Z

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Observation 9094cec9-d0b8-4ebd-9738-224eeb65bba3 · outbound

This paper cites Let Your Characters Tell Their Story.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Let Your Characters Tell Their Story

Reference 33

Resolution: malformed identifier; no resolver link, observed 2026-08-03T10:11:30.862292Z

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Observation cf1adc68-9e2c-4057-8757-c60d5972372a · outbound

This paper cites CharacterGLM: Customizing Social Characters with Large 13 AdaMARP Language Models.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing CharacterGLM: Customizing Social Characters with Large 13 AdaMARP Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:30.969195Z

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Observation 212a03e2-4156-4aa1-80c9-b544cc251a44 · outbound

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

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:31.048124Z

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Observation a679b3ed-f52a-45a3-a112-98e912a26efe · outbound

This paper cites TimeChara: Evaluating Point-in-Time Character Hallucination of Role-Playing Large Language Models.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing TimeChara: Evaluating Point-in-Time Character Hallucination of Role-Playing Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:31.098382Z

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Observation 8f905187-0e47-4fa0-8707-f0599d70f79d · outbound

This paper cites PersonaGym: Evaluating Persona Agents and LLMs.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing PersonaGym: Evaluating Persona Agents and LLMs

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:31.226643Z

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Observation 72ce22d8-29ce-4e32-8c42-69fc88bc8e30 · outbound

This paper cites RolePlot: A Systematic Framework for Evaluating and Enhancing the Plot-Progression Capabilities of Role- Playing Agents.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing RolePlot: A Systematic Framework for Evaluating and Enhancing the Plot-Progression Capabilities of Role- Playing Agents

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:31.404329Z

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Observation dfb52a8f-46d9-4e00-b68a-ee029494ee53 · outbound

This paper cites RoleMRC: A Fine- Grained Composite Benchmark for Role-Playing and Instruction-Following.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing RoleMRC: A Fine- Grained Composite Benchmark for Role-Playing and Instruction-Following

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:31.567644Z

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Observation 99d5898c-122b-456e-8a98-29515234bf73 · outbound

This paper cites GPT-4 Technical Report.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing GPT-4 Technical Report

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:31.720143Z

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Observation 8c148ab3-9dda-4483-b01c-12033b471db0 · outbound

This paper cites Gpt-5 system card.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Gpt-5 system card

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:31.897252Z

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Observation 1db3ec0f-970e-48b3-8854-d0747a2cbc44 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:32.054671Z

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Observation e7dec39e-906f-4092-b23e-0fc4313a7bea · outbound

This paper cites Claude 4 model family.https://www.anthropic.com, 2024.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Claude 4 model family.https://www.anthropic.com, 2024

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:32.132660Z

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Observation bf59555a-62c0-4f2b-8470-ec9265fa00a5 · outbound

This paper cites Doubao large language models.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Doubao large language models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:32.214890Z

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Observation cbc463e8-e206-476f-85d1-9b3079347dec · outbound

This paper cites Qwen2.5 Technical Report.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Qwen2.5 Technical Report

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:32.273050Z

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Observation b502517e-65a6-467d-ae26-e84830420861 · outbound

This paper cites The Llama 3 Herd of Models.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing The Llama 3 Herd of Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:32.350037Z

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Observation bb6102eb-40b2-4cea-9048-226efcb28b10 · outbound

This paper cites Qwen3 Technical Report.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Qwen3 Technical Report

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:32.426281Z

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Observation 09735185-78fb-4b27-a1b7-924ec3dbc5f7 · outbound

This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Tulu 3: Pushing Frontiers in Open Language Model Post-Training

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:32.537149Z

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Observation fe3ad235-0eb9-4c54-b6a2-b7579e601067 · outbound

This paper cites Towards joint intent detection and slot filling via higher-order attention.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Towards joint intent detection and slot filling via higher-order attention

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:32.626192Z

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Observation bbd13ab3-a533-4a5d-baa2-0eb8b77b59b7 · outbound

This paper cites Zero-shot spoken language understanding via large language models: A preliminary study.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Zero-shot spoken language understanding via large language models: A preliminary study

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:32.703081Z

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Observation 9f4a74f5-8c95-46a6-b6b2-0a73253da783 · outbound

This paper cites Towards unified spoken language understanding decoding via label-aware compact linguistics representations.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Towards unified spoken language understanding decoding via label-aware compact linguistics representations

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:32.876794Z

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Observation 3e128bd6-34e9-4320-ad75-1d2faf846a35 · outbound

This paper cites Enhancing code-switching for cross-lingual slu: A unified view of semantic and grammatical coherence.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Enhancing code-switching for cross-lingual slu: A unified view of semantic and grammatical coherence

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:33.051982Z

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Observation 2c501649-f007-428b-9ba5-4c423c378524 · outbound

This paper cites LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:33.162900Z

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Observation 309a0100-e184-471d-9ef4-e75200ffcfdb · outbound

This paper cites Mix before align: Towards zero-shot cross-lingual sentiment analysis via soft-mix and multi-view learning.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Mix before align: Towards zero-shot cross-lingual sentiment analysis via soft-mix and multi-view learning

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:33.373375Z

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Observation 6cc0e67c-de9b-4535-9784-1a2b27bb1cd5 · outbound

This paper cites Mclf: A multi-grained contrastive learning framework for asr-robust spoken language understanding.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Mclf: A multi-grained contrastive learning framework for asr-robust spoken language understanding

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:33.460716Z

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Observation 27591201-e81b-47a1-91e9-1f5250467425 · outbound

This paper cites Fixed 2 ∗.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Fixed 2 ∗

Reference 56

Resolution: malformed identifier; no resolver link, observed 2026-08-03T10:11:33.523273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c752ddb1-8d29-410a-a4a8-40612b87b40b · outbound

This paper cites He dresses casually—rolled sleeves, weathered bracelets, and a small scar above his right brow hint at a life shaped by the sea.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing He dresses casually—rolled sleeves, weathered bracelets, and a small scar above his right brow hint at a life shaped by the sea

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:33.572808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43c84da5-1955-45ae-9716-7bb788ceb2c6 · outbound

This paper cites And what if I told you, Amaris, that this stu- dio isn’t just a place of creation? It’s also a sanctuary for letting down our guard.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing And what if I told you, Amaris, that this stu- dio isn’t just a place of creation? It’s also a sanctuary for letting down our guard

Reference 58

Resolution: malformed identifier; no resolver link, observed 2026-08-03T10:11:33.646209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb0e763e-6d97-4479-9454-6c4673c505f3 · outbound

This paper cites switch_scene.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing switch_scene

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:33.951021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1f65e13-9031-4962-88e8-047a74c40f34 · outbound

This paper cites add_role.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing add_role

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:34.121042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 472d7185-89a9-41f4-a064-99786a20509f · outbound

This paper cites pick_speaker.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing pick_speaker

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:34.241187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c185c2f-fbce-4105-bf1f-71f8a34ec513 · outbound

This paper cites an unresolved cited work.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:34.391621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6e2eb8d-3d91-4218-87c9-2a6deeb90f44 · outbound

This paper cites switch_scene.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing switch_scene

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:34.506185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a90d0f6-062d-4138-b2bc-235176d468d8 · outbound

This paper cites add_role.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing add_role

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:34.619350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca6ef100-734b-4d84-a4a8-eb5681f8029a · outbound

This paper cites pick_speaker.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing pick_speaker

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:34.750224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f6425c3-e142-4d4f-a876-3153d3a67aff · outbound

This paper cites Prefer chapter titles or explicit section headers.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Prefer chapter titles or explicit section headers

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:34.876768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59f2e38f-fb62-483a-b735-d9b53a482c78 · outbound

This paper cites state" as.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing state" as

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:35.000021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 171a79b5-0fe9-41e4-a234-2d0b2e4fc569 · outbound

This paper cites For each plot, generate its summary, score its prominence.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing For each plot, generate its summary, score its prominence

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:35.117175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af927f2d-36dc-4ad8-accd-793513186f16 · outbound

This paper cites I", "me",.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing I", "me",

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:35.189285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e05f9b21-3ebe-4e15-9f67-5f5facdff685 · outbound

This paper cites chapter_beginnings.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing chapter_beginnings

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:35.295650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9179cfcc-7f6f-4a2c-9ca5-bcc1d3861b32 · outbound

This paper cites an unresolved cited work.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:35.385187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19e55d8c-43b5-46f5-ba74-e6de21a63506 · outbound

This paper cites an unresolved cited work.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:35.540432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62efa54d-5df3-4d94-8b8d-502489e7bd52 · outbound

This paper cites an unresolved cited work.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:35.636057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82b723d1-4cce-4151-be73-87f2bced4eab · outbound

This paper cites Avoid introducing plots that are out of context.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Avoid introducing plots that are out of context

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:35.744953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8be6d36e-1964-46a2-abd5-462041da311a · outbound

This paper cites chapter_beginnings.beginning_sentence.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing chapter_beginnings.beginning_sentence

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:35.849988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f6799fb-9bd8-4a8c-b206-37de79280afc · outbound

This paper cites an unresolved cited work.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Unresolved cited work

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:35.998559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3145c351-882b-483d-9add-4e4221a2f156 · outbound

This paper cites an unresolved cited work.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:36.105967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebc49d18-6b20-4dfc-9212-d792a3a7a3fb · outbound

This paper cites (Requirement: 1-several complete natural-language sentences with both density and vivid imagery).

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing (Requirement: 1-several complete natural-language sentences with both density and vivid imagery)

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:36.298397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3126770-d1bc-449d-a183-2576919e752c · outbound

This paper cites (Requirement: Highlight traits that show up in dialogue).

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing (Requirement: Highlight traits that show up in dialogue)

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:36.475728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a43085f9-ec43-4e56-9925-21c6d21ad8d1 · outbound

This paper cites (Requirement: Provide 2-4 specific, actionable descriptions).

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing (Requirement: Provide 2-4 specific, actionable descriptions)

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:36.601118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffeae364-d536-44ec-8aa5-3949404ca3b4 · outbound

This paper cites (Requirement: These should matter in the plot).

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing (Requirement: These should matter in the plot)

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:36.808676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 161c6149-7671-4e85-aa59-cdf06d61cd5e · outbound

This paper cites (Requirement: Emphasize factors relevant to this character's story).

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing (Requirement: Emphasize factors relevant to this character's story)

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:36.995396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2451eb8b-8605-4eda-a242-120099ddb32b · outbound

This paper cites an unresolved cited work.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Unresolved cited work

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:37.141674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de803275-313c-4b7c-ab61-1a1ef82461ee · outbound

This paper cites name": "Character Name.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing name": "Character Name

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:37.281851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e951d0f7-f181-4d72-b9eb-d2d44014f1bb · outbound

This paper cites an unresolved cited work.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Unresolved cited work

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:37.416294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb738c97-fb00-4d31-8e79-d923b24d318c · outbound

This paper cites an unresolved cited work.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Unresolved cited work

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:37.554188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3d43c3c-385b-467b-9bce-2c5ad175d703 · outbound

This paper cites an unresolved cited work.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Unresolved cited work

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:37.653189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dff88d3-2389-4192-a48a-40b8b9374851 · outbound

This paper cites Role_NAME is chosen to speak next.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Role_NAME is chosen to speak next

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:37.715209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aca062b3-edb7-49ea-9cae-2de33c1ddb69 · outbound

This paper cites an unresolved cited work.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Unresolved cited work

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:37.787236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97f921ee-fe52-47ca-becf-b66cafc056d7 · outbound

This paper cites an unresolved cited work.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing Unresolved cited work

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:37.889957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 023fd82b-6136-487e-a8e9-bd8838b5366d · outbound

This paper cites character persona.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing character persona

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:37.995258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9193eb8-eb40-46d9-a522-3efc51808352 · outbound

This paper cites I must remain calm.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing I must remain calm

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:38.070999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a3711cf-19bd-40f1-89ea-410badd393cb · outbound

This paper cites AI Assistant.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing AI Assistant

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:38.165646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39f43e69-40cc-4d69-a868-92d9f2e86e03 · outbound

This paper cites AI-speak.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing AI-speak

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:38.255934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36ca7cf6-9c1e-4679-b1bb-92976960c227 · outbound

This paper cites - Background Consistency: Behavior fits age, class, and history (e.g., an old- fashioned character shouldn't use modern Gen-Z slang unless specified).

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing - **Background Consistency**: Behavior fits age, class, and history (e.g., an old- fashioned character shouldn't use modern Gen-Z slang unless specified)

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:38.454354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9853bdd9-d925-4dda-9138-861d13f1101b · outbound

This paper cites find the truth.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing find the truth

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:38.611211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7208cf8d-21ba-43d3-bc96-2ca05bea191c · outbound

This paper cites seeing details.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing seeing details

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:38.777479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faced548-d69b-45fd-a9d7-a6e3cc783679 · outbound

This paper cites listening.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing listening

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:38.902422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a34996d-379b-4cf9-a587-6ae1229f2c6c · outbound

This paper cites - Logical Continuity: Reacts reasonably to others'Actions (e.g., if handed an object, the character accepts/rejects it, doesn't ignore it).

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing - **Logical Continuity**: Reacts reasonably to others'Actions (e.g., if handed an object, the character accepts/rejects it, doesn't ignore it)

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:39.003579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b57a946c-c138-40b3-b21b-adf2d94892ab · outbound

This paper cites - Dynamic Change: Attitude shifts with plot (e.g., suspicion -> temporary cooperation), not static.

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing - **Dynamic Change**: Attitude shifts with plot (e.g., suspicion -> temporary cooperation), not static

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-03T10:11:39.135138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers