Paper Citation Record · LEDGER

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation

As of 12 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 6 inbound Pith citation observations for arXiv:2501.12432.

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

pith.paper-citation-record.v1
2501.12432 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:23:26.784858Z

measured 27 of 27 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:58:02.300391Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T01:06:19.709198Z

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy10
unresolved10
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0c0f5ed1-a046-403d-8ed0-cbe328d3d508 · outbound

This paper cites CONVERSATIONS.

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation CONVERSATIONS

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:23:27.816594Z

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 e4bb17ab-79ac-44e9-b9b6-31096d6a1812 · outbound

This paper cites Small LLMs Are Weak Tool Learners: A Multi-LLM Agent.

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation Small LLMs Are Weak Tool Learners: A Multi-LLM Agent

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T17:23:26.544703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d5c71bd-866d-4cf7-8078-01bacab189f3 · outbound

This paper cites Yes" in the.

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation Yes" in the

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:23:27.765345Z

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 da869bab-7b93-43ad-82bb-1222bf9dc3df · outbound

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

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation ReAct: Synergizing Reasoning and Acting in Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T17:23:26.636085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e844d5f5-614b-4e32-8c10-df618ed26dd9 · outbound

This paper cites CONVERSATIONS.

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation CONVERSATIONS

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:23:27.800490Z

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 ae2cd2f1-7727-4c3a-85f2-494be0b92074 · outbound

This paper cites parallelizable.

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation parallelizable

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:23:27.743861Z

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 26dc6582-fa36-482f-b168-89544b05f872 · outbound

This paper cites an unresolved cited work.

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:23:27.609929Z

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 eab260d3-9ae5-4807-acd0-95978aae0b1e · outbound

This paper cites an unresolved cited work.

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:23:27.529137Z

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 d782b997-be34-48ff-9148-e388f7530282 · outbound

This paper cites Discard any data where these issues are present.

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation Discard any data where these issues are present

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:23:27.397725Z

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 f99003c5-2d51-44db-bbf2-74b05522528c · outbound

This paper cites an unresolved cited work.

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:23:27.308914Z

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 5bba8244-c712-4c47-9a31-c4a7d4af09d0 · outbound

This paper cites After transformation ：.

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation After transformation ：

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:23:27.293474Z

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 8a5b4c56-8f91-49c2-9f14-2e0cb11750ee · outbound

This paper cites If it does not, delete it.

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation If it does not, delete it

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:23:27.277429Z

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 292699ad-be65-40c1-b113-35616f39f7eb · outbound

This paper cites If it does not meet these criteria, delete it.

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation If it does not meet these criteria, delete it

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:23:27.260665Z

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 69a46fd3-4160-452d-8ff9-d4381ac3166b · outbound

This paper cites an unresolved cited work.

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:23:27.240070Z

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 960f2b34-2a9f-4bdb-bf79-637720b8e989 · outbound

This paper cites Com." represents Completion, and.

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation Com." represents Completion, and

Reference 18

Resolution: malformed identifier; raw_fallback, observed 2026-08-10T17:23:27.187297Z

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 415de36b-24f2-497a-876e-2df2adb8fff0 · outbound

This paper cites an unresolved cited work.

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:23:27.009391Z

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 5eb50561-2cce-4079-8530-85bf82bc6762 · outbound

This paper cites an unresolved cited work.

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:23:26.896371Z

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 dbfd11d9-9b9c-4063-949d-d7038ee4aef2 · outbound

This paper cites search_by_genre_for_advanced_movie_search.

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation search_by_genre_for_advanced_movie_search

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:23:26.883923Z

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 4304f71a-7d80-4191-acf4-c2c8fb6cfa58 · outbound

This paper cites Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models.

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-10T17:23:26.588308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8dfc220-aadb-4b64-a42c-9de334f1224d · outbound

This paper cites Tree-Planner: Efficient Close-loop Task Planning with Large Language Models.

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation Tree-Planner: Efficient Close-loop Task Planning with Large Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-10T17:23:26.503804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c099c43b-b466-474a-acc8-b8298398cc6b · outbound

This paper cites QUERY" and.

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation QUERY" and

Reference 8192

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:23:27.827257Z

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.

Pith citing papers

Observation 09b30639-49a7-4f59-8395-ab3c5406eacd · inbound

Large Language Models for Zero-Shot Multicultural Name Recognition cites this paper.

Large Language Models for Zero-Shot Multicultural Name Recognition Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T19:57:04.971303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41fc1007-da5b-4686-a218-a3d82559baac · inbound

LVLM-Composer's Explicit Planning for Image Generation cites this paper.

LVLM-Composer's Explicit Planning for Image Generation Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:02.300391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bc21e9e-2cee-4d8e-9c78-e4d014c6b3fb · inbound

MemTool: Optimizing Short-Term Memory Management for Dynamic Tool Calling in LLM Agent Multi-Turn Conversations cites this paper.

MemTool: Optimizing Short-Term Memory Management for Dynamic Tool Calling in LLM Agent Multi-Turn Conversations Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T12:53:50.712467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15d4985d-36e9-49fe-b527-f69dcf189b0d · inbound

VisuCraft: Enhancing Large Vision-Language Models for Complex Visual-Guided Creative Content Generation via Structured Information Extraction cites this paper.

VisuCraft: Enhancing Large Vision-Language Models for Complex Visual-Guided Creative Content Generation via Structured Information Extraction Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T04:53:36.649064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ee469dd-18a8-4af0-8e15-c024e9f25f0a · inbound

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation cites this paper.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T01:06:40.532495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e5f35b8-d9bc-48c4-b598-4ea32f4fd2e0 · inbound

MM-FusionNet: Context-Aware Dynamic Fusion for Multi-modal Fake News Detection with Large Vision-Language Models cites this paper.

MM-FusionNet: Context-Aware Dynamic Fusion for Multi-modal Fake News Detection with Large Vision-Language Models Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-06T01:06:19.714824Z

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.