Pith. sign in

Paper Citation Record · LEDGER

Mapping Natural Language Instructions to Mobile UI Action Sequences

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 26 inbound Pith citation observations for arXiv:2005.03776.

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

pith.paper-citation-record.v1
2005.03776 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 26 of 26 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:03:32.040971Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T11:04:37.748508Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation aa1ad4d2-6c43-4b81-a87f-8ee4e7bdfa0e · inbound

SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents cites this paper.

SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 85

Resolution
verified exact
arxiv_id, observed 2026-05-17T10:09:46.564511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-05-17T10:09:46.447508Z digest=sha256:1c77ff37ac343bcf06dea76bd04dbb16cc7992495739f490d596457ddcb9073a

Observation 7e22006b-03c2-44ec-83c9-8832f1ef955c · inbound

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments cites this paper.

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 27

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T01:19:32.564185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-13T01:19:32.406859Z digest=sha256:a5566e7e9f73a8b788f65e131bb9077d9e8a7ef2504558cf8cc153480095ab8d

Observation 2257d4b5-c773-4990-ac38-37d73ede5a0c · inbound

ShowUI: One Vision-Language-Action Model for GUI Visual Agent cites this paper.

ShowUI: One Vision-Language-Action Model for GUI Visual Agent Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-12T12:10:40.413986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T12:10:40.413986Z digest=sha256:aaeb0fc3d6abfef6c8c845d585c756955ff90498f7f8e853e1958bb95c99e195

Observation d0b57265-b8e4-4455-90e9-edb8fa05daf2 · inbound

SmartAgent: Chain-of-User-Thought for Embodied Personalized Agent in Cyber World cites this paper.

SmartAgent: Chain-of-User-Thought for Embodied Personalized Agent in Cyber World Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-11T18:50:43.261941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T18:50:43.261941Z digest=sha256:fae5a25185f9b9485ef68fe3527cbacc7487d1d147ce69efb7de3a1abb5193ea

Observation fbb65a86-49ab-411e-a2cf-cc419e83f235 · inbound

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent cites this paper.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.774354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.774354Z digest=sha256:8deb7bd53dc2b1b6b648cb7ed10a3d307b8646175818fefdee4adfcb3f4dcba0

Observation 7a631cd2-7600-40f7-acf2-537666647abe · inbound

InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection cites this paper.

InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T21:33:21.169746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:33:21.169746Z digest=sha256:356143e4677f34bb682b3e30ec294bc558115f0d08317fbbacf63c3974b630b0

Observation 8653714a-1926-4754-b260-71e5f3dea654 · inbound

Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments cites this paper.

Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-10T18:56:44.577270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T18:56:44.577270Z digest=sha256:2b4c3b26e73f73e1180391c29195d8f11129386b197fd24f2335f05d59a242c9

Observation 25b33060-3bd3-4294-ab3d-44744cd28f0d · inbound

GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents cites this paper.

GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 24

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T02:10:58.093860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T02:10:57.976448Z digest=sha256:951905e2543a9b19477add6e31a45c0034c76b9778236a65fb5c48ad55b102d7

Observation 8070daab-ab60-419d-adda-25a163aafd5e · inbound

LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark cites this paper.

LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-16T12:03:32.040971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:03:32.040971Z digest=sha256:bb59a361b5940e165701d965e8e742f5d662f7ff98dc0b474c79ec85536c2cac

Observation b922dc1f-f540-4fe0-b5da-fa3cded5479d · inbound

TransBench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital Environments cites this paper.

TransBench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital Environments Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T14:46:15.577594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:46:15.577594Z digest=sha256:1a840b1bdfd0baa3b3ec270b51653278435a0a6aefc166a5cf26f3a1a152cc84

Observation 3b47e2c2-6a21-4978-9f2d-2d5c86688ecf · inbound

Large Language Models for Planning: A Comprehensive and Systematic Survey cites this paper.

Large Language Models for Planning: A Comprehensive and Systematic Survey Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 142

Resolution
unresolved
no resolver link, observed 2026-08-07T14:12:00.553752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:12:00.553752Z digest=sha256:46640dc8d33d1d156e5f4c55132041f1bdc16cdcee532b6baa34b47298f8b23c

Observation fc53db9a-d94c-4ef6-b3dc-469786bf086b · inbound

ZeroGUI: Automating Online GUI Learning at Zero Human Cost cites this paper.

ZeroGUI: Automating Online GUI Learning at Zero Human Cost Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T12:41:22.630256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:41:22.630256Z digest=sha256:9d4b1f1dc0e94109f6fbb6cc433c7a5ac359dcf9580d2d10a79a5870b57b25bd

Observation 587372d6-ed6f-4254-8444-7b02d73a1cb8 · inbound

GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents cites this paper.

GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T11:14:52.858175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:14:52.858175Z digest=sha256:54ea6197ab27d184855b31976b8d40d2cab4375181fbb28a23cb0a99c0eb3098

Observation 0347396e-3fa2-4774-9a3d-65449bb06670 · inbound

What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities cites this paper.

What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T05:02:29.217639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:02:29.217639Z digest=sha256:a297abc793f1502b3a04d5f3f2ceb4adb2855d1ea2cf58e8a6b5b0f8801e9832

Observation 1161f127-6a82-41d7-a01d-7c7dc859b437 · inbound

Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey cites this paper.

Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:19.333127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:19.333127Z digest=sha256:ca172c354dcfd1df4058a2ed3e0183df026c2260e3ff29d9a3419d5aa29eee52

Observation 09e90a63-86dc-442b-a187-486242e815e2 · inbound

Learning, Reasoning, Refinement: A Framework for Kahneman's Dual-System Intelligence in GUI Agents cites this paper.

Learning, Reasoning, Refinement: A Framework for Kahneman's Dual-System Intelligence in GUI Agents Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T19:05:16.065669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:05:16.065669Z digest=sha256:a0aa339866c7bdb0be701a2e045a39a90fc1453f9e55a4fd5e3f5334aad387b3

Observation 900a28dd-0583-490b-8afa-4e3f3d3cddc1 · inbound

Chain-of-Memory: Enhancing GUI Agents for Cross-Application Navigation cites this paper.

Chain-of-Memory: Enhancing GUI Agents for Cross-Application Navigation Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:05.173268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:05.173268Z digest=sha256:48a5595808697c0b8fb7be260e37f40ca3b27e3cc344e0b8369e54e2a3d3b593

Observation 53d4591f-ff42-4a82-a648-42d8e011e222 · inbound

Mobile GUI Agents under Real-world Threats: Are We There Yet? cites this paper.

Mobile GUI Agents under Real-world Threats: Are We There Yet? Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-19T07:02:07.937581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-19T06:57:25.257775Z digest=sha256:6535cda16ddd63e4e0525ac7232f2bc4a71dfcf6befff933249cf0b26d965c77

Observation 05995c3f-b24e-4550-94ff-78ff96d500f1 · inbound

OS-MAP: How Far Can Computer-Using Agents Go in Breadth and Depth? cites this paper.

OS-MAP: How Far Can Computer-Using Agents Go in Breadth and Depth? Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T18:05:09.193824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:05:09.193824Z digest=sha256:7cadb527cc456467864bb5ae64dc692c5d38e0c82d89a2c3335973db0866e218

Observation bee00691-cfc4-4225-a769-c97fbdb32a4b · inbound

VLM-3D:End-to-End Vision-Language Models for Open-World 3D Perception cites this paper.

VLM-3D:End-to-End Vision-Language Models for Open-World 3D Perception Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T21:16:58.604281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:16:58.604281Z digest=sha256:9df1452a8e8affbd750f9f06fea7ee1ad977ba50c2b3f4bc8ca3e5b399c8e8c5

Observation 7e4e3712-43e5-473c-a08c-d8dbd50bad0f · inbound

Cybernaut: Towards Reliable Web Automation cites this paper.

Cybernaut: Towards Reliable Web Automation Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T17:45:20.391156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:45:20.391156Z digest=sha256:a90ec6d3bf254f2e5ecc0d6d4b6d895aff3f3411e9a11052e3bf3cd94b144496

Observation 5d2a5570-2cd2-419e-b0e9-cadd3f0cae77 · inbound

TextOnly: A Unified Function Portal for Text-Related Functions on Smartphones cites this paper.

TextOnly: A Unified Function Portal for Text-Related Functions on Smartphones Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-05T17:12:47.046814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:12:47.046814Z digest=sha256:98e08398c8cd6176eae9bf0f0ac50c9160c46ece9002bc960c5deff4f9a6cc02

Observation 145bd27c-b809-44c4-8ae2-eed3d721b7fc · inbound

Grounding Computer Use Agents on Human Demonstrations cites this paper.

Grounding Computer Use Agents on Human Demonstrations Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-03T23:06:04.894273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T23:06:04.894273Z digest=sha256:f2ce26f99a4b99876ed718ad86efe6636a6446df267c1187acc5b543d133f8b1

Observation 0f7fc129-7a31-46de-bb3c-ad81eaab9544 · inbound

LogiDroid: Individual Functional Test Generation via Business Logic Extraction and Adaptation cites this paper.

LogiDroid: Individual Functional Test Generation via Business Logic Extraction and Adaptation Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-02T20:07:13.060850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T20:07:13.060850Z digest=sha256:2ca25b676aecc4bd8dd0e87813e26963a46e170dd1513438b4c6092cbb36e2e7

Observation 92a72daa-effb-4696-aea6-11f9a8dcd4fe · inbound

ScaleWoB: Guiding GUI Agents with Coding Agents via Large-Scale Environmental Synthesis cites this paper.

ScaleWoB: Guiding GUI Agents with Coding Agents via Large-Scale Environmental Synthesis Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 51

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T11:04:37.753601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-30T10:57:59.013811Z digest=sha256:5cb4e3f50dae54ffc67e0ef6690f3551ddb47e247491badd19c1355ed97206cf

Observation 5381382f-2154-495e-ad2e-a33ca5e11cc4 · inbound

Hallucination-Free GUI Grounding via Regression-Free Layout-Aware Matching cites this paper.

Hallucination-Free GUI Grounding via Regression-Free Layout-Aware Matching Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T13:23:14.612069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T13:23:14.612069Z digest=sha256:5b7e712370e113b331e027a3f85a83f8ae7b57067dd9162e9de3658b61cda722