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Paper Citation Record · LEDGER

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation

As of 13 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 5 inbound Pith citation observations for arXiv:2412.09237.

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

pith.paper-citation-record.v1
2412.09237 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:15:24.859237Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:56:47.177926Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T16:39:57.772702Z

Reference resolution

49 of 49 outbound references displayed

  • verified exact0
  • verified fuzzy40
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ad1e550e-f058-4aa7-b1ee-0576e8e4a310 · outbound

This paper cites Collabo- rative multi-agent video fast-forwarding,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Collabo- rative multi-agent video fast-forwarding,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.542831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.657085Z digest=sha256:3eb6a350c75d0da5c97a06f022439a9a879459cb7e576165e2bcea6128513de4

Observation a4465d17-d56b-4b04-89c7-d6e93a0bf308 · outbound

This paper cites Generative agents: Interactive simulacra of human behavior,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Generative agents: Interactive simulacra of human behavior,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.529421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.661724Z digest=sha256:17ed21d4f69a9cce430899cf23450218cce3c812a1e3b1cc48c32b1299c691cf

Observation d18365f9-ba13-4352-a138-5dd6742897fb · outbound

This paper cites GPT-4 technical report. https://openai.com/gpt-4,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation GPT-4 technical report. https://openai.com/gpt-4,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.515329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.666089Z digest=sha256:079aa0a0810de10a75d0d0a63a8401bc9e40cb11b59434c756f9179f763400fe

Observation dc717899-2d1e-46a3-8fa0-c7fcf1dff050 · outbound

This paper cites Describe, ex- plain, plan and select: interactive planning with llms enables open-world multi-task agents,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Describe, ex- plain, plan and select: interactive planning with llms enables open-world multi-task agents,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.500331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.670355Z digest=sha256:e5c52a31fedcaad053b116b2219ed6976b7f813d604f9b58595661a999ae9251

Observation 459d6e8e-baa2-4263-b2cd-eda472bddf54 · outbound

This paper cites Experiential co-learning of software-developing agents,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Experiential co-learning of software-developing agents,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.487242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.674859Z digest=sha256:786e918d521ed9af822f2b9aab1f82862085e71882ae33142d1b4fc1d4c43705

Observation bd5ef318-c67d-482e-ba78-36a24392089a · outbound

This paper cites User behavior simulation with large language model-based agents,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation User behavior simulation with large language model-based agents,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.473659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.679337Z digest=sha256:79177da58c06ea1ae8190da5982fbee4b7e189e434191ba684e2a090171e6e71

Observation 3f3ab595-d23b-44b6-bfcc-9ee91724b967 · outbound

This paper cites SOTOPIA: interactive evaluation for social intelligence in language agents,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation SOTOPIA: interactive evaluation for social intelligence in language agents,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.461324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.684084Z digest=sha256:25fed620659fc57c3b186689faa6dd1b150e7fca920c2486c999bd0a1fbb0b56

Observation 1d79e1d7-6a02-4bb1-9e83-c1b6e47585a1 · outbound

This paper cites Large language models as simulated economic agents: What can we learn from homo silicus?.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Large language models as simulated economic agents: What can we learn from homo silicus?

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.448216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.688140Z digest=sha256:5299db27429eb66bc2b8c0528365fbbd7cb3744efadb10b4c9aab86543987dac

Observation 56f99886-3222-4f57-80c2-47c002c8dae3 · outbound

This paper cites Chatdev: Commu- nicative agents for software development,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Chatdev: Commu- nicative agents for software development,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.434751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.692515Z digest=sha256:71fdbcf1f0d4639c75db2959c9322d42c2a9838089c23de0f2f508cdfeebeb26

Observation b6d3f7fb-a54c-4c45-9683-921caf465811 · outbound

This paper cites Swiftsage: A generative agent with fast and slow thinking for complex interactive tasks,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Swiftsage: A generative agent with fast and slow thinking for complex interactive tasks,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.421137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.696622Z digest=sha256:d577059b047095bfbea92796e40ed024eba93fe6c6cf4b55fb6762ba5f863d3c

Observation fe092904-c57f-444e-85f8-0aa4f609cc53 · outbound

This paper cites Toolformer: Language models can teach themselves to use tools,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Toolformer: Language models can teach themselves to use tools,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.407812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.700722Z digest=sha256:af6817b53e64a82231c21c6878a7755c178b597daa15f5bf73ab60199b1e965c

Observation f7b6e2a3-cb52-4161-ba09-9b101d729d0a · outbound

This paper cites The small world problem,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation The small world problem,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.394721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.705142Z digest=sha256:98c6f4cef5478497a57ca0fee227a002aa5ebbbb339183fcdae9eedd69ce964a

Observation ee38c3e0-866f-4389-9e06-abeef2a2741a · outbound

This paper cites Simulating opinion dynamics with networks of llm-based agents,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Simulating opinion dynamics with networks of llm-based agents,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.381055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.709839Z digest=sha256:2c45e82623a0a8967354128c66b1e8b78152a46b61e6d0f0ebbdda8cbe25f581

Observation 0f4ad6d3-169d-49d0-8368-626bb04118fb · outbound

This paper cites Playing Atari with Deep Reinforcement Learning.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Playing Atari with Deep Reinforcement Learning

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T17:15:24.713760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:15:24.713760Z digest=sha256:9e3c76218f2f68acb0b3c5b6227f23fd0a4e861e48f121458c969531ca227dae

Observation f75f074a-f654-478c-a8d3-adbfdbb47b6b · outbound

This paper cites Local patch autoaugment with multi-agent collaboration,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Local patch autoaugment with multi-agent collaboration,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.368246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.718342Z digest=sha256:7d1400beb256018531044badc90c0c1fc57e8cd33998c2e8c4a2799d049fc1b1

Observation 152442d1-943e-449d-8fb7-e13720bd44c5 · outbound

This paper cites Multilevel anomaly detection through variational autoencoders and bayesian models for self-aware embodied agents,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Multilevel anomaly detection through variational autoencoders and bayesian models for self-aware embodied agents,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.355173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.722557Z digest=sha256:b3c9ed67ac2a0e643206d336b5cf6f7d0182e598b5b90528428396a2990576ce

Observation 31c2cd5d-9f56-4513-814d-d63d77c92dba · outbound

This paper cites Discovering emergent agent behaviour with evolutionary finite state machines,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Discovering emergent agent behaviour with evolutionary finite state machines,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.341186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.726463Z digest=sha256:d458254b3f516f97f37f8416310d6128ce6c37c276367def665c0e1258063c01

Observation c66aa130-7c28-4de2-a473-b6de62b6b197 · outbound

This paper cites Learning of behavior trees for autonomous agents,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Learning of behavior trees for autonomous agents,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.326878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.730760Z digest=sha256:691fd6f4777772ba1dd170b78940380fea1809a3884c31bfd67518c8b77212fd

Observation 0734ac32-1710-4118-bab9-df9d3425837e · outbound

This paper cites User-guided personalized image aesthetic assessment based on deep reinforcement learning,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation User-guided personalized image aesthetic assessment based on deep reinforcement learning,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.313330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.734676Z digest=sha256:7babe5c7a3417dbaae80fa1e9501b71586db0cb3ae9a2c0bd933109cb3495847

Observation 354e917a-a0db-47d8-b9a4-d7c1ec8d1e9a · outbound

This paper cites Knowledge-enhanced causal reinforcement learning model for interac- tive recommendation,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Knowledge-enhanced causal reinforcement learning model for interac- tive recommendation,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.297836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.739194Z digest=sha256:9c6fe9692d080255e0aff773fb9a31b670d30ac1762d18456c520e65113aeb40

Observation fd319c22-11fb-4a4b-9cd8-32c53bad417f · outbound

This paper cites Multi-agent trajectory prediction with spatio- temporal sequence fusion,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Multi-agent trajectory prediction with spatio- temporal sequence fusion,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.282752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.743458Z digest=sha256:4c52e789e1f0ac828e735f0a4d7b918959f0d3bbe66d64d71dd66c7b89a2fa6b

Observation c0b42374-d004-41c3-93cb-ff81d7d2cd46 · outbound

This paper cites RecSim: A Configurable Simulation Platform for Recommender Systems.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation RecSim: A Configurable Simulation Platform for Recommender Systems

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T17:15:24.747696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:15:24.747696Z digest=sha256:1058fbf919717491a61187499cdb0762d78a2485b4b98d58941b25c0eb7202af

Observation 60673628-e1a6-45f3-a86e-d3c57019e090 · outbound

This paper cites Alphastar: an evolutionary computation perspective,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Alphastar: an evolutionary computation perspective,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.268934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.752300Z digest=sha256:5aec1fec7646831c914d78586f59027319b1d05749b95aed41950ebb264d289f

Observation b9316d8b-79c5-4ba0-a6b8-51b09d1d888e · outbound

This paper cites Agentverse: Facilitating multi-agent collaboration and exploring emergent behaviors in agents,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Agentverse: Facilitating multi-agent collaboration and exploring emergent behaviors in agents,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.255223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.756612Z digest=sha256:3e2e036867cddc065c19aa65d3e09fe660bac013ad93e1499d847936e9033130

Observation fddade28-6d39-4f6d-abb7-f7e407ffc78f · outbound

This paper cites Using large language models to simulate multiple humans and replicate human subject studies,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Using large language models to simulate multiple humans and replicate human subject studies,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.242164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.760672Z digest=sha256:4b1e950e73f081755abde7a914a65ddec08310706cc605cda0fce768e59d7fdc

Observation 34760ebb-07b3-4404-b1c1-ebde2d1b2425 · outbound

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

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Metagpt: Meta programming for a multi-agent collaborative framework,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.228480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.764474Z digest=sha256:86d73462896465c2e412bc90e39d3b648f7f3b9acdd8aef7a754235f42d5dc31

Observation 02d16e0a-e2db-422a-b841-963793eae9c9 · outbound

This paper cites Social simulacra: Creating populated prototypes for social computing systems,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Social simulacra: Creating populated prototypes for social computing systems,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-11T17:15:24.768332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:15:24.768332Z digest=sha256:260daa9cff98fe5f46e86da3f445bb411b651b1e130579b055bf3429ebaec736

Observation 5aaa8229-732d-4faa-a1e4-2c14d39a3989 · outbound

This paper cites Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-11T17:15:24.772160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:15:24.772160Z digest=sha256:9e59c0f697197e30096165ec13b99e73ee8fb1af7f07cab20a0728d2aa270969

Observation c0ecd2a3-67aa-4c78-830b-38938c343ab8 · outbound

This paper cites War and Peace (WarAgent): Large Language Model-based Multi-Agent Simulation of World Wars.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation War and Peace (WarAgent): Large Language Model-based Multi-Agent Simulation of World Wars

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-11T17:15:24.776771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:15:24.776771Z digest=sha256:f15f7a9759b4f15fb0055e3ded2c283ddd7a75818abcee9e04da0ec0cf37710f

Observation b46bd00c-1ca5-424e-952d-a20e0a7e2d68 · outbound

This paper cites Mindagent: Emergent gaming interaction,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Mindagent: Emergent gaming interaction,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.207148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.781063Z digest=sha256:a5b97a51e30f8ab083cc3c5c435328f857cb568813e55d5d569f68e466bb2f07

Observation abd28d6d-7b58-45fd-a7a0-5a4d03adcc82 · outbound

This paper cites Human memory: A proposed system and its control processes,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Human memory: A proposed system and its control processes,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.188566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.785304Z digest=sha256:61a13406a48200347372c89c6ead07ef0d3e641ca4ae12196d7848e612c0ea21

Observation 11ccdafb-f1e8-421f-98b0-8c742cdf9903 · outbound

This paper cites Adaptive mem- ory: survival processing enhances retention.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Adaptive mem- ory: survival processing enhances retention

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.175312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.789324Z digest=sha256:f27eb032b22523357ebbbbbe5b99bd2b7fbb31e4536272c9ce3e56578d16029f

Observation f0dfd4a3-bb3f-40e7-a9c3-e520816dc138 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Chain-of-thought prompting elicits reasoning in large language models,

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-11T17:15:24.793849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:15:24.793849Z digest=sha256:2b3263657756be886b5f3c75579f4c515a38643a3850d7b3e071345540458189

Observation 1bc0b2fc-a0e8-4eb8-8098-8827a4a3d5c2 · outbound

This paper cites Collective dynamics of ‘small- world’networks,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Collective dynamics of ‘small- world’networks,

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-11T17:15:24.798436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:15:24.798436Z digest=sha256:7193bb008d18c43ae9ca429c9c32441fbe37538e1fba4eec2232c17b92fa3690

Observation 5add560a-8f81-4fd8-96f3-4d79374051c1 · outbound

This paper cites LangChain,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation LangChain,

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-11T17:15:24.802467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:15:24.802467Z digest=sha256:756126d7017484b5f31f1eac4f1d51e28369c71360c6c1eebacbeabfc0ddb3ec

Observation 780db7a1-d77a-4345-ac9a-fbc0f49e428f · outbound

This paper cites Amazon review dataset (2018),.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Amazon review dataset (2018),

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.131758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.806397Z digest=sha256:a4adcc84dc099b8f636fe806d7bcfeabd4700b2dc83ba495b8602c4c75c1ef2a

Observation 3b9ba969-48f4-49bb-b9e9-773aba3c44f2 · outbound

This paper cites Probabilistic matrix factorization,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Probabilistic matrix factorization,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.116995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.810690Z digest=sha256:9db79666e4260179a78592693451a7965027fafef2b82666bd138fa53504bf49

Observation 950aba75-1be3-46c7-92ec-a30a354f5a98 · outbound

This paper cites Collaborative filtering recommender systems,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Collaborative filtering recommender systems,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.101657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.814624Z digest=sha256:2f1ee20684ed071d778392d88d757272d6f3e2b645d2fc3c27acecdddab36a29

Observation 0d0984a5-e8d6-463e-8d2a-f4728b8dc89d · outbound

This paper cites The power of personality: The comparative validity of personality traits, socioeconomic status, and cognitive ability for predicting important life outcomes,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation The power of personality: The comparative validity of personality traits, socioeconomic status, and cognitive ability for predicting important life outcomes,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.086222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.818526Z digest=sha256:58e96a460e99e0307d0067e7156651dd32b866d998610c8877252fb75f25f718

Observation 1fc84805-e985-4981-a4e0-608d199b718c · outbound

This paper cites Using social norms to change behavior and increase sustainability in the real world: A systematic review of the literature,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Using social norms to change behavior and increase sustainability in the real world: A systematic review of the literature,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.071606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.822576Z digest=sha256:d725b7fcf2051491428547344a00605ab2e57045a721fbc4e24aee626ca46afe

Observation 8fd4f64f-4b7b-4ccc-9f94-c5ee11236063 · outbound

This paper cites Social theory, social research, and a theory of action,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Social theory, social research, and a theory of action,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.058466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.826938Z digest=sha256:7e6086311a0e99ab8c4faf4389dcba329667f1560f2851738c77c8bd51cc3d37

Observation a5c39049-71d7-4cce-8689-c6977686dc1a · outbound

This paper cites Naturalness in language,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Naturalness in language,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.045015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.831026Z digest=sha256:0823d6dd748b49316bbd454133a9c8757ea4a28cfcbacb4bdf17e7125599c3fc

Observation 78af215e-021e-4c47-b4ce-07ce6bc8bed5 · outbound

This paper cites Expressiveness and closure properties for quantitative languages,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Expressiveness and closure properties for quantitative languages,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.028782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.835013Z digest=sha256:b74ee8c1495c4cdb11d0520e03de5194b77e5949610f5b72763265ef26f3d864

Observation 3e34673e-3f4e-45e6-8829-01e361b974c6 · outbound

This paper cites Free-marginal multirater kappa (multirater κfree): An alternative to fleiss’ fixed-marginal multirater kappa,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Free-marginal multirater kappa (multirater κfree): An alternative to fleiss’ fixed-marginal multirater kappa,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.015089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.838890Z digest=sha256:aac3cd571f2e7367ca2892bc805431500366d61746857ea6fa8a09fa49efc641

Observation fccaeb01-d5d6-4c81-b3f0-480bec2825ec · outbound

This paper cites GPT detectors are biased against non-native english writers,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation GPT detectors are biased against non-native english writers,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:25.000660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.843218Z digest=sha256:9bffdab5431dfe2053bac18386e3ada24e77ab362427c322e985babdbb99c572

Observation bba2e86c-b8c9-4975-8c87-b144789c97bf · outbound

This paper cites Word association norms, mutual information, and lexicography,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Word association norms, mutual information, and lexicography,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:24.985950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.847369Z digest=sha256:d6e40c5edc3cb3eacfbf15355ba4a61902d83d93af5bd888240bb0abf8d3094e

Observation ad3e9367-5256-4a9c-b381-34adc22c6069 · outbound

This paper cites Herd behavior in a complex adaptive system,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Herd behavior in a complex adaptive system,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:24.972031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.851466Z digest=sha256:303326fd0f262361267d2bf2add5e2827964e296333953a1565349a1a9855ee9

Observation 98dc6254-8c72-45ac-8fb2-45e03173c25a · outbound

This paper cites The structure and function of complex networks,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation The structure and function of complex networks,

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T17:15:24.855332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:15:24.855332Z digest=sha256:d0bb371495a485e96f24d9e98df63967ba3e1ddcad4e2a83846be3191473d805

Observation f1f0b947-833c-45a8-88ae-c54ac3a397ea · outbound

This paper cites Information diffusion in online social networks: a survey,.

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation Information diffusion in online social networks: a survey,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T17:15:24.948575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T17:15:24.859237Z digest=sha256:212ae21ea1778766e836c27c5117bbb1bd8489f19e38d473d21d80bcbcdc60a0

Pith citing papers

Observation f8ef1911-06db-4321-a468-4431a2a47aca · inbound

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems cites this paper.

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation

Reference 288

Resolution
verified exact
arxiv_id, observed 2026-05-22T21:42:10.740647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-22T21:39:49.832151Z digest=sha256:805dc3c37e1fea107f0120b71dab5f57185863af32812088c68c61178df74ad2

Observation 6c4a57db-78c9-46dd-a0ca-a6acd8eca0cd · inbound

Modeling Earth-Scale Human-Like Societies with One Billion Agents cites this paper.

Modeling Earth-Scale Human-Like Societies with One Billion Agents LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T05:56:47.177926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:56:47.177926Z digest=sha256:2cf50a3910856f52789e6fdaa1e93b9fad5db998b4cd961f8cd09a6a3a38c252

Observation ec648190-f91e-414f-a4e6-525540add297 · inbound

SimGym: A Framework for A/B Test Simulation in E-Commerce with Traffic-Grounded VLM Agents cites this paper.

SimGym: A Framework for A/B Test Simulation in E-Commerce with Traffic-Grounded VLM Agents LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-20T06:38:05.684903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-20T06:36:30.620503Z digest=sha256:e91f77aa84c39bc1d35ed0d80852eb05f646cdfd598c785cb687fb0d053858e3

Observation 46750eb0-b8cd-4c97-8993-fab1eb0d8649 · inbound

Agentic Collaborative Cognition for Zero-Shot 3D Understanding cites this paper.

Agentic Collaborative Cognition for Zero-Shot 3D Understanding LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation

Reference 28

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T16:39:57.774069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T00:22:06.082183Z digest=sha256:925788a1b7557f6019b0ec421c92b28d8b6f056ef9ed7422407054d133ebab55

Observation 474d4e94-c0d2-4e07-8295-22df979991fa · inbound

Agentic Collaborative Cognition for Zero-Shot 3D Understanding cites this paper.

Agentic Collaborative Cognition for Zero-Shot 3D Understanding LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation

Reference 28

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T12:59:52.625690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T05:37:41.407624Z digest=sha256:af34cd44b2c104a0d4a2c03f98debef543cfb4c7a8390966a1d81954bc13bc6e