Paper Citation Record · LEDGER

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning

As of 13 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 2 inbound Pith citation observations for arXiv:2412.13520.

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

pith.paper-citation-record.v1
2412.13520 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:07:16.139993Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:55:16.876391Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T04:26:37.857127Z

Reference resolution

64 of 64 outbound references displayed

verified exact3
verified fuzzy8
unresolved53
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b3bbdd94-1958-41c2-829b-ce9e3dfb7483 · outbound

This paper cites write newline.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning write newline

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:07:17.579357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 73579b1d-5474-41d7-b21b-0e22a79f3654 · outbound

This paper cites @esa (Ref.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning @esa (Ref

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.814210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 489e349d-7c5f-48fb-9f8c-ccbb2acaddae · outbound

This paper cites an unresolved cited work.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.821601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3274adc-e2cc-458e-93df-3ac10b47d3ce · outbound

This paper cites an unresolved cited work.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:07:17.538482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bcec6481-3fbb-4e66-a1ca-90ee7fc61b46 · outbound

This paper cites On Evaluation of Embodied Navigation Agents.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning On Evaluation of Embodied Navigation Agents

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.833489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6664cc93-7245-40c5-b378-297f4b4b98eb · outbound

This paper cites Browne, Edward Powley, Daniel Whitehouse, Simon M.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Browne, Edward Powley, Daniel Whitehouse, Simon M

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.838993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebebc7f0-a677-4b3d-be45-b4ea564aa7e6 · outbound

This paper cites Lang C hain, 2022.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Lang C hain, 2022

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:07:17.509324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d8cbb7b3-4003-4977-ae94-dd574d31bfb4 · outbound

This paper cites AutoAgents: A Framework for Automatic Agent Generation.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning AutoAgents: A Framework for Automatic Agent Generation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.849362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24978dc8-f0f0-4c69-817f-15a6b814d4e2 · outbound

This paper cites ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.855182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf2e8f94-19bb-4e35-a122-fc31b512c928 · outbound

This paper cites Leveraging Large Language Models for Pre-trained Recommender Systems.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Leveraging Large Language Models for Pre-trained Recommender Systems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.861225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe8e1ea5-3fd8-4133-b983-6e4ecad44430 · outbound

This paper cites documentqa.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning documentqa

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:07:17.488581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ab43ff31-822a-4954-9be1-20f84294275c · outbound

This paper cites A Review of Cooperation in Multi-agent Learning.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning A Review of Cooperation in Multi-agent Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.871616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23425bc4-99ea-42f3-8447-8090824b89c7 · outbound

This paper cites CodeBERT: A Pre-Trained Model for Programming and Natural Languages.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.876232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a24386e-2033-4568-8b4e-c44337dc85ed · outbound

This paper cites AgentScope: A Flexible yet Robust Multi-Agent Platform.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning AgentScope: A Flexible yet Robust Multi-Agent Platform

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.881320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee590d80-ae14-4ebc-8921-367efbac356d · outbound

This paper cites Meta GPT : Meta programming for a multi-agent collaborative framework.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Meta GPT : Meta programming for a multi-agent collaborative framework

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.885915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28b2a8dc-ee45-4e06-8216-d409f440ddd5 · outbound

This paper cites Understanding the planning of LLM agents: A survey.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Understanding the planning of LLM agents: A survey

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.891202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69c26cd3-64eb-4e87-adf3-adac9829b422 · outbound

This paper cites Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompt.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompt

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.896131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13993b6b-bd8a-4151-a0a1-d7471d0d71ed · outbound

This paper cites Refine Large Language Model Fine-tuning via Instruction Vector.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Refine Large Language Model Fine-tuning via Instruction Vector

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.901797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06bcbd42-51e1-445c-8c5f-c8a2bcbfd39b · outbound

This paper cites Tseng, Yu Zheng, Lei Chen, and Hui Xiong.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Tseng, Yu Zheng, Lei Chen, and Hui Xiong

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:07:17.462156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 79e4c836-e23b-4668-bfd9-e4b5ade8e84c · outbound

This paper cites AI Agents That Matter.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning AI Agents That Matter

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.911918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa4f1e6a-c580-444c-b401-fc4494631dc8 · outbound

This paper cites Agent-Oriented Planning in Multi-Agent Systems.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Agent-Oriented Planning in Multi-Agent Systems

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.918795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fa40946-c221-465a-932d-5256c7b3dd2f · outbound

This paper cites Optimizing language models with fair and stable reward composition in reinforcement learning.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Optimizing language models with fair and stable reward composition in reinforcement learning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.923992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95a6e824-f96d-411b-b742-e8e08f13cefc · outbound

This paper cites Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.929805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75f6ad88-3e40-4f74-8a07-485725c9cfae · outbound

This paper cites A review: Data pre-processing and data augmentation techniques.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning A review: Data pre-processing and data augmentation techniques

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.934872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dddda40f-ab28-4cf7-ba0a-52d237f6f116 · outbound

This paper cites The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.939912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8044c15c-e2af-4027-99f1-8cbd621aba67 · outbound

This paper cites an unresolved cited work.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:07:17.446230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation faa39d0b-f4c5-4f35-abd0-60966c61cf3b · outbound

This paper cites GPT-4 Technical Report.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning GPT-4 Technical Report

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.950396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61a96824-a724-4a88-80e5-8d66e3003061 · outbound

This paper cites Deep optimal timing strategies for time series.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Deep optimal timing strategies for time series

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:07:17.428757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1f4854d9-997c-4d40-9cf4-a6ea640fa8b1 · outbound

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

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Generative Agents: Interactive Simulacra of Human Behavior

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.962548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75c32993-b8ee-49a5-a85a-3eb7fbef92c0 · outbound

This paper cites Graph Retrieval-Augmented Generation: A Survey.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Graph Retrieval-Augmented Generation: A Survey

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.967519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67ece065-2ca0-49b5-87aa-8cc979b55f60 · outbound

This paper cites ChatDev: Communicative Agents for Software Development.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning ChatDev: Communicative Agents for Software Development

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.972250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 659f7994-741e-4475-92ed-88b07b5a7368 · outbound

This paper cites TaskWeaver: A Code-First Agent Framework.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning TaskWeaver: A Code-First Agent Framework

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.976722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0873dc81-30bf-45a6-997b-07e72654d128 · outbound

This paper cites an unresolved cited work.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:07:17.411374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4e7a1a6e-064b-4874-8e2d-dc3f0563d9a3 · outbound

This paper cites Depth-first search and linear graph algorithms.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Depth-first search and linear graph algorithms

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.986209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b1ac39d-8fdd-41fb-b512-c5b64d5ba666 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.990919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e80ec39-a3d9-450f-b6da-ae3cb14e5bad · outbound

This paper cites AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:15.995484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c1ac07f-df02-4d53-89d4-593519d92183 · outbound

This paper cites Attention Is All You Need.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Attention Is All You Need

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.000414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40e50d4c-91ac-4f39-b6b2-b314c9406b42 · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.005831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7624bf5e-c739-46a4-a4b7-a6d1d4477a41 · outbound

This paper cites A survey on large language model based autonomous agents.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning A survey on large language model based autonomous agents

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.010652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32f432be-6049-467d-a9b3-30aa4e5c5f85 · outbound

This paper cites Large Language Models are not Fair Evaluators.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Large Language Models are not Fair Evaluators

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.017117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c509c397-f5b8-4ef7-8f2a-a8a7c5157864 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.022636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55cb678f-61d6-440b-b222-254cc28b563a · outbound

This paper cites Llmrg: Improving recommendations through large language model reasoning graphs.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Llmrg: Improving recommendations through large language model reasoning graphs

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:07:17.395378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cf5b184f-8f5f-4fed-a3a0-1e5566361276 · outbound

This paper cites Learning to prompt for continual learning.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Learning to prompt for continual learning

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:07:17.379052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 70e94932-b108-4e1e-9955-0e1c425ee75c · outbound

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

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.039902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d606661-6dc3-4a65-8f9a-25de4a29d4bb · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.045230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6847c00d-7341-4ab3-9bb9-27a891bb8be3 · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning BloombergGPT: A Large Language Model for Finance

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.050355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12cad93e-8a19-40b8-8791-7cf0167a9b24 · outbound

This paper cites A meta reinforcement learning approach for predictive autoscaling in the cloud.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning A meta reinforcement learning approach for predictive autoscaling in the cloud

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.055451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed007e28-66a1-4c81-bafa-cdb4572307a4 · outbound

This paper cites HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon Prediction of Event Sequences.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon Prediction of Event Sequences

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.060442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33ca9bed-2c19-48ec-a47b-340f84dd624f · outbound

This paper cites DB-GPT: Empowering Database Interactions with Private Large Language Models.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning DB-GPT: Empowering Database Interactions with Private Large Language Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.065812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3dd0d04-4268-4539-afca-1da117e46e20 · outbound

This paper cites Prompt-augmented Temporal Point Process for Streaming Event Sequence.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Prompt-augmented Temporal Point Process for Streaming Event Sequence

Reference 50

Resolution: verified exact; local_arxiv, observed 2026-08-11T13:07:16.593434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b57bc276-c0b8-45f3-ad5d-d78964eeddcd · outbound

This paper cites WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.076253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d8d5805-8f9f-42e8-8a4a-b4c57543d345 · outbound

This paper cites FAMMA: A Benchmark for Financial Domain Multilingual Multimodal Question Answering.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning FAMMA: A Benchmark for Financial Domain Multilingual Multimodal Question Answering

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.080954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57c57531-5b94-4976-8ec3-5a92d46793b5 · outbound

This paper cites Demonstration of db-gpt: Next generation data interaction system empowered by large language models.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Demonstration of db-gpt: Next generation data interaction system empowered by large language models

Reference 53

Resolution: verified exact; raw_fallback, observed 2026-08-11T13:07:16.532055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b7b05e74-081c-4968-b677-7ac5d29325bc · outbound

This paper cites EasyTPP: Towards Open Benchmarking Temporal Point Processes.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning EasyTPP: Towards Open Benchmarking Temporal Point Processes

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.091468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b086248-5cfe-49a8-ad2d-f652dc91b512 · outbound

This paper cites Qwen2 Technical Report.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Qwen2 Technical Report

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.096046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0047dcc2-c315-4b13-8cf5-9fb4c3a39df3 · outbound

This paper cites an unresolved cited work.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:07:17.362099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6f93b780-5d39-436a-86ad-d7bcd737640f · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.105349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb171a9f-9bb2-464b-bb53-9d362630a16c · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning ReAct: Synergizing Reasoning and Acting in Language Models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.110425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6b6fa8b-b5e9-47ca-91e0-353a76fcc420 · outbound

This paper cites A survey on multimodal large language models.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning A survey on multimodal large language models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.115878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fab92665-f94c-49ef-9f99-d286b5827ce9 · outbound

This paper cites Coevolution of role-based cooperation in multiagent systems.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Coevolution of role-based cooperation in multiagent systems

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.120838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b222353d-e58f-410a-bffd-b43b00a3964c · outbound

This paper cites An overview on feedback mechanisms with minimum adjustment or cost in consensus reaching in group decision making: Research paradigms and challenges.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning An overview on feedback mechanisms with minimum adjustment or cost in consensus reaching in group decision making: Research paradigms and challenges

Reference 61

Resolution: verified exact; doi, observed 2026-08-11T13:07:16.188028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 65ec5520-9e3b-45e1-9a46-4555dd6b3d36 · outbound

This paper cites A Survey on the Memory Mechanism of Large Language Model based Agents.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning A Survey on the Memory Mechanism of Large Language Model based Agents

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.130152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36952302-f124-4b40-a49c-c19a48be96b2 · outbound

This paper cites Gmp-ar: Granularity message passing and adaptive reconciliation for temporal hierarchy forecasting.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning Gmp-ar: Granularity message passing and adaptive reconciliation for temporal hierarchy forecasting

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:07:17.347250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 225db11e-3462-435f-814a-8546f098a229 · outbound

This paper cites DB-GPT-Hub: Towards Open Benchmarking Text-to-SQL Empowered by Large Language Models.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning DB-GPT-Hub: Towards Open Benchmarking Text-to-SQL Empowered by Large Language Models

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-11T13:07:16.139993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ecd16814-e8ad-4bd5-bcca-e83b14e5ab43 · inbound

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research cites this paper.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T00:55:16.876391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f734ea39-0daa-42bf-90c9-1d98650c7d11 · inbound

When Planning Fails Despite Correct Execution: On Epistemic Calibration for LLM-Based Multi-Agent Systems cites this paper.

When Planning Fails Despite Correct Execution: On Epistemic Calibration for LLM-Based Multi-Agent Systems ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning

Reference 130

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:26:37.861741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.