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Paper Citation Record · LEDGER

MLLM-Tool: A Multimodal Large Language Model For Tool Agent Learning

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2401.10727.

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

pith.paper-citation-record.v1
2401.10727 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:57:03.931871Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T09:07:47.996993Z

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 320ef79e-a083-4b28-85bf-72cc75c4383a · inbound

MusiXQA: Advancing Visual Music Understanding in Multimodal Large Language Models cites this paper.

MusiXQA: Advancing Visual Music Understanding in Multimodal Large Language Models MLLM-Tool: A Multimodal Large Language Model For Tool Agent Learning

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T21:57:03.931871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:57:03.931871Z digest=sha256:aa72a6f36a3581723bb9f1fbc6dae96c09d91286a3d8d85ca2df6dcfe55b63a5

Observation a56968b0-e6d3-45a8-9b3a-c5f2d8be7d49 · inbound

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models cites this paper.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models MLLM-Tool: A Multimodal Large Language Model For Tool Agent Learning

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.843252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.843252Z digest=sha256:52caa5fb484eb453016d9152aad28a89f21730732ce180793e4bb58f0cb21ac7

Observation 9f48db08-bf60-431b-be25-bf06c345e37a · inbound

SurgVisAgent: Multimodal Agentic Model for Versatile Surgical Visual Enhancement cites this paper.

SurgVisAgent: Multimodal Agentic Model for Versatile Surgical Visual Enhancement MLLM-Tool: A Multimodal Large Language Model For Tool Agent Learning

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T20:38:55.485841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:38:55.485841Z digest=sha256:e4696f3f06857e10202fb50943caeeb028c73de47c5a870f0e79aef6f7fdd2ba

Observation 7509c407-ae30-4486-8ab7-12cd21de8e94 · inbound

MMAT-1M: A Large Reasoning Dataset for Multimodal Agent Tuning cites this paper.

MMAT-1M: A Large Reasoning Dataset for Multimodal Agent Tuning MLLM-Tool: A Multimodal Large Language Model For Tool Agent Learning

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-06T12:18:39.118189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:18:39.118189Z digest=sha256:da052d9d7f621442cf9eb05baf1be90f604539416768bc3b71ad55a5f18e57ce

Observation d4a4d1db-e55f-4f7f-9518-7006c9f4aac4 · inbound

MedCTA: A Benchmark for Clinical Tool Agents cites this paper.

MedCTA: A Benchmark for Clinical Tool Agents MLLM-Tool: A Multimodal Large Language Model For Tool Agent Learning

Reference 60

Resolution
verified exact
arxiv_id, observed 2026-07-03T09:07:47.998764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T10:32:01.387453Z digest=sha256:29d9aed91fd7eaf7a5f00aed91884370116611b3a5590592a7c9e1ec89f34b60

Observation b1817cf6-3987-4760-a7b4-bd2a2ae56224 · inbound

ReGRPO: Reflection-Augmented Policy Optimization for Tool-Using Agents cites this paper.

ReGRPO: Reflection-Augmented Policy Optimization for Tool-Using Agents MLLM-Tool: A Multimodal Large Language Model For Tool Agent Learning

Reference 24

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T10:35:41.895260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-01T05:23:21.162004Z digest=sha256:a9e72a2853c7935c268255538650f44c1d9a8e94b823d5815926971727193cbb