Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T12:42:07.568199Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2412.06808.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T12:42:07.568199Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
67 of 67 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ec924214-5f6d-4f9b-bd14-0ee8938bdeab · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models
Reference 1
Source-reported events for the cited work
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Observation df3167e0-9dcc-4b10-b10d-3d51875a6f7f · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Effects of communication directionality and AI agent differences in human-AI interaction
Reference 2
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 3392e6dc-5003-489d-a716-5de11819760c · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Learning reward functions from diverse sources of human feedback: Optimally integrating demonstrations and pref- erences
Reference 3
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 62da2962-0616-45a0-976c-2c9cd2e5750b · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Sparks of Artificial General Intelligence: Early experiments with GPT-4
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation addc4851-0798-4d6d-9e2c-fa38f1bbe3b4 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration On the utility of learning about humans for human-ai coordina- tion
Reference 5
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 5ffd778c-5ba8-43a5-82b1-5f5319a52ff6 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration PARTNR: A Benchmark for Planning and Reasoning in Embodied Multi-agent Tasks
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c7b7005-8eaf-40a4-97c1-442aaacca79b · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 7
Source-reported events for the cited work
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Observation 710aed1d-76a1-49a3-8f5f-46de8bf489c2 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Trust-aware decision making for human-robot collaboration: Model learning and plan- ning
Reference 8
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 a7d9c896-b19e-46e4-be3c-2e4bc74b04c0 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration An overview of assistive robotics and technologies for elderly care
Reference 9
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 dc10fda0-fbc4-45ed-8ad4-4cbf09bcef67 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration The future of service: The power of emotion in human-robot inter- action
Reference 10
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 7e53b523-34c1-4196-98e7-0de7fba60f11 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Beyond boredom and anxiety
Reference 11
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 379e9d35-3ab2-4e27-883a-76068b6192b5 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Rethinking Conversational Agents in the Era of LLMs: Proactivity, Non-collaborativity, and Beyond
Reference 12
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 f69c9aa2-c0bd-43a6-b569-15f876a4f261 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Human factors in cobot era: a review of modern production systems features
Reference 13
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 5fe09e85-0f38-4c17-ae93-2390c89a3b8a · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Openagi: When llm meets domain experts
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac0710d3-2874-4e95-ab2d-eef1e88f95c2 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Adaptive robot-assisted feeding: An online learning framework for acquiring previously unseen food items
Reference 15
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 d2495646-34a5-4cee-a0de-4679d78adc47 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Efficient Human-AI Coordination via Preparatory Language-based Convention
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0590d081-1228-4135-a816-dd1c73f2f066 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Evaluating fluency in human–robot collaboration
Reference 17
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 ced3ea08-30d3-4cad-b801-85532fb66d85 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a4ec190-6314-43bc-b62d-a7bb95bd519f · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration ” My agent understands me better”: Integrating Dynamic Human-like Memory Recall and Consolidation in LLM- Based Agents
Reference 19
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 5c14349f-522e-49a9-a290-f35db748d7f2 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Human-robot interactions in manufacturing: A survey of human behavior modeling
Reference 20
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 dff50de3-4587-41ab-9efe-c8ad5bda36b5 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Cognitive burden of survey questions and response times: A psycholinguistic experiment
Reference 21
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 8eca874e-925f-41c2-a7a8-89d442f6559f · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration CoNav: A Benchmark for Human-Centered Collaborative Navigation
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95416fa4-1280-4343-b7df-231565239cd6 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration LLM-Powered Hierarchical Language Agent for Real-time Human-AI Coordination
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 900fd736-ff2d-4778-91ba-1baf9969f5da · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Understanding Human Dy- namic Sampling Objectives to Enable Robot-assisted Sci- entific Decision Making
Reference 24
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 ae92ee80-db52-42e0-b6f2-97307864a7ac · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Wilson, Zachary I
Reference 25
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 2889634e-e269-4232-a800-5d85db2416ee · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b021dc24-96cf-4ea8-8a9b-ff054b8af5f6 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Training language models to follow instructions with human feedback
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b1be985-0cbc-46cd-917e-9312b21f83c0 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Language-Model- Based Paired Variational Autoencoders for Robotic Lan- guage Learning
Reference 28
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 6632ce7a-a195-453b-b0d5-43398f5c29fd · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Active robot-assisted feeding with a general-purpose mobile manipulator: Design, evaluation, and lessons learned
Reference 29
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 abdb009f-f092-4666-885f-08a7058da314 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration AI-Augmented Predictions: LLM Assistants Improve Human Forecasting Accuracy
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a0e8f98-30fa-48da-b32c-ca2309ede913 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Correcting Robot Plans with Natural Language Feedback
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8244b2d5-3f7c-45f7-9b36-24ce349e896b · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Optimizing autonomous driving for safety: A human- centric approach with llm-enhanced rlhf
Reference 32
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 45f73426-a0e2-4d13-9b90-1ef1992991ca · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration To Help or Not to Help: LLM-based Attentive Support for Human-Robot Group Interactions
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 696b0bd7-3fc9-471b-a6dd-b1d37cdda194 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8abd02c-4dac-483d-9b87-0f2517bebe7d · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration A three-dimensional mapping and virtual reality-based human–robot interaction for collaborative space explo- ration
Reference 35
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 9f856634-e9e3-4ea1-9af2-446c87e3c7dc · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration ProAgent: Building Proactive Cooperative Agents with Large Language Models
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d2c2df9-5c93-4c99-aa51-de1fc0d9f893 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Building Cooperative Embodied Agents Modularly with Large Language Models
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abee63e4-6346-4103-9b5a-2b28ccb1a869 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration COMBO: Compositional World Models for Embodied Multi-Agent Cooperation
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9783cac9-f675-4b4e-8bff-1682eefc76e0 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Mutual Theory of Mind in Human-AI Collaboration: An Empirical Study with LLM-driven AI Agents in a Real-time Shared Workspace Task
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d2f1605-aa0f-431c-b2fa-54402e73c395 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 40
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 7b0d6738-861f-4126-b86b-265b0ce920f0 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 41
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 564f44f3-9fa4-408d-aa81-6091e95542eb · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 42
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 31e469f8-bd5d-40cb-a2a2-8b7b18c300f3 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 43
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 79f6781a-a5da-4f9b-a74f-b5275943ef72 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 44
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 1e05f61e-2d0a-4063-b6a3-4c30eab90302 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 45
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 0b4fc4e8-693d-47c2-9e5f-ada117ede0f4 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration In particular,
Reference 46
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 580d7693-e534-4167-b6fa-b2f7aeb0131a · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration we show prompts for initial graph generation in Ap- pendix C-A
Reference 47
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 dc58eb29-cae9-49e0-aa1a-158151691d46 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration We show the prompts used for Manager to actively assign subtasks and change subtask status in Ap- pendix C-B
Reference 48
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 44d5bf78-0b7c-4fd0-bb71-9d8459dce275 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration PUTTING", 1:
Reference 52
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 c2a5962f-60e0-4164-af12-cac2ba13a64d · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 53
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 6551e88d-5e85-4d56-84e8-a5a425980892 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 54
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 4f27f425-0372-45ae-b426-c61f16eff53b · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration In this turn, please: - Generate a a Directed Acyclic Graph (DAG) of ,→ subtasks in the correct chronological order
Reference 55
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 aa3b4ef2-acd3-4cf5-af49-ec627f632aa6 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 56
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 0ddb8876-7e11-46f9-85b8-0b43f47a833d · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 57
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 9dd281ba-4057-4638-803b-ec0f3a567c85 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Instructions:| The normal procedure to finish one soup is:
Reference 58
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 d43ad3b9-a81f-4b60-a28d-ee51b841d8ee · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 59
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 acba77cf-7952-426d-a91a-ea8e2afef057 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 60
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 c85f0ca1-9aa2-405a-9694-75ac7983bec9 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 61
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 93e49fe6-be63-4c0d-9db4-9032f73c1169 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 62
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 0320da37-0275-4cb0-8512-f13b5f829461 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 63
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 f4910fed-8cc9-444d-9a17-361659474a55 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 64
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 c4ea2eb2-dcf3-44bf-8dad-f0a24e558514 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 65
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 4271fe6e-ab90-40db-b44e-f8cb44af58cc · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 66
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 3bcbb89c-8697-4130-997f-da1dd9d6d326 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 67
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 66aee7b5-7136-4091-a4d5-800d368cd3b3 · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 68
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 de2ff8a3-7c2e-4ff6-95ac-bcb8d67b925a · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 69
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 8ea37893-081b-47ad-907e-be18f488472c · outbound
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Unresolved cited work
Reference 70
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.
No inbound Pith citation observations are available.