Paper Citation Record · LEDGER

ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2305.11554.

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

pith.paper-citation-record.v1
2305.11554 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:39:12.205420Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

19
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation b5af33ed-2587-4617-8fdd-de8a36f0ca8d · inbound

API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs cites this paper.

API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:51:41.223381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6d53ac32-ea85-45f1-816a-0dac4e4b8392 · inbound

Mind2Web: Towards a Generalist Agent for the Web cites this paper.

Mind2Web: Towards a Generalist Agent for the Web ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T20:05:16.066568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ad34bd18-3a93-455f-ac4c-b2395e8b2b6a · inbound

A Comprehensive Overview of Large Language Models cites this paper.

A Comprehensive Overview of Large Language Models ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings

Reference 220

Resolution: verified exact; arxiv_id, observed 2026-05-19T20:28:38.988670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d3b424fe-02db-4c2f-bc7a-baf5be24b4c8 · inbound

Replacing thinking with tool usage enables reasoning in small language models cites this paper.

Replacing thinking with tool usage enables reasoning in small language models ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-06T19:39:12.205420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b926fea-2061-483a-bbeb-4b339d76feb2 · inbound

Integrating External Tools with Large Language Models to Improve Accuracy cites this paper.

Integrating External Tools with Large Language Models to Improve Accuracy ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T19:05:02.568420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7586a0c1-69de-404b-966d-e8fab546043f · 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 ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T12:53:44.385304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3be095b0-10c2-4662-8c71-d099cd987e2f · inbound

SOS-LoRA: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale Scaling cites this paper.

SOS-LoRA: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale Scaling ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings

Reference 125

Resolution: unresolved; no resolver link, observed 2026-08-02T09:51:03.567498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.