Pith. sign in

Paper Citation Record · LEDGER

Amplitude-Only FFN Intervention for Tool-Structured LLM Inference Method: Gated Evaluation Protocol, and Cross-Model Empirical Results

As of 8 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2607.11183.

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

pith.paper-citation-record.v1
2607.11183 v2

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-15T08:58:21.654258Z

measured 14 of 14 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

14 of 14 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved14
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 328d7205-b3c2-43e2-96fc-bf2b2aedd741 · outbound

This paper cites Attention Is All You Need.

Amplitude-Only FFN Intervention for Tool-Structured LLM Inference Method: Gated Evaluation Protocol, and Cross-Model Empirical Results Attention Is All You Need

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-15T08:58:21.654258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T08:58:21.654258Z digest=sha256:3616752b1ab42dd4ecd7570291bb18bee6b8ae2bcf3153662dc5f0ce298f7fa2

Observation 7ad8eb18-d1a4-43be-a53a-5da633e19aec · outbound

This paper cites GLU Variants Improve Transformer.

Amplitude-Only FFN Intervention for Tool-Structured LLM Inference Method: Gated Evaluation Protocol, and Cross-Model Empirical Results GLU Variants Improve Transformer

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-15T08:58:21.654258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T08:58:21.654258Z digest=sha256:ae5ae02b642fcb0eb30c100605f92e7c47a0184daa1cda2e55744ba1f234db33

Observation fc38097b-b110-4eca-b044-921f2acd6844 · outbound

This paper cites Qwen3 Technical Report.

Amplitude-Only FFN Intervention for Tool-Structured LLM Inference Method: Gated Evaluation Protocol, and Cross-Model Empirical Results Qwen3 Technical Report

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-15T08:58:21.654258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T08:58:21.654258Z digest=sha256:741f2366d29f05a11c8c817f8d12163d7b3ba132a6cab88875b4766292e27973

Observation 9cb6063e-5480-4f88-83da-f03fbe2190a6 · outbound

This paper cites Qwen2.5 Technical Report.

Amplitude-Only FFN Intervention for Tool-Structured LLM Inference Method: Gated Evaluation Protocol, and Cross-Model Empirical Results Qwen2.5 Technical Report

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-15T08:58:21.654258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T08:58:21.654258Z digest=sha256:08e67f07d635459fcafd9e370c282838dfce20da30c36685dc15cb0b9596ce71

Observation 80f44966-6351-4f82-8307-02af6b2d41ef · outbound

This paper cites an unresolved cited work.

Amplitude-Only FFN Intervention for Tool-Structured LLM Inference Method: Gated Evaluation Protocol, and Cross-Model Empirical Results Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-15T08:58:21.654258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T08:58:21.654258Z digest=sha256:1a33d4f818b510a4824f74d36a944dadab8af52c3854f038a5c525c13192fc0f

Observation b5d5fa09-4378-4377-9acd-c429a69e8a7b · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

Amplitude-Only FFN Intervention for Tool-Structured LLM Inference Method: Gated Evaluation Protocol, and Cross-Model Empirical Results ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-15T08:58:21.654258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T08:58:21.654258Z digest=sha256:1cb3d0e620fdfdf6433c81b26cbf251e0408b55813a8f5af97451d7f1857244e

Observation 588c80af-a2ff-46ac-8ef3-0938054b599e · outbound

This paper cites Tool Learning with Large Language Models: A Survey.

Amplitude-Only FFN Intervention for Tool-Structured LLM Inference Method: Gated Evaluation Protocol, and Cross-Model Empirical Results Tool Learning with Large Language Models: A Survey

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-15T08:58:21.654258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T08:58:21.654258Z digest=sha256:ffda89a790dae7f98f7ed7a63bf3b8c1a6f045128c639886b9a58cf4424070ae

Observation 3e5fdc07-828a-40f4-8e54-db74b84ad601 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Amplitude-Only FFN Intervention for Tool-Structured LLM Inference Method: Gated Evaluation Protocol, and Cross-Model Empirical Results Training Verifiers to Solve Math Word Problems

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-15T08:58:21.654258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T08:58:21.654258Z digest=sha256:61f490f79a77d94c78e0673e7b2c0e0a861711fc9e41efcab20247363505d4d1

Observation 9a6ddfb7-5b0e-421e-a7f4-fdf9afe49f91 · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

Amplitude-Only FFN Intervention for Tool-Structured LLM Inference Method: Gated Evaluation Protocol, and Cross-Model Empirical Results MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-15T08:58:21.654258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T08:58:21.654258Z digest=sha256:6fb7f82fa597bc05fe75df1e7aefad56a111e338f9c0454d365a0207c7acd1ec

Observation ea95d3bf-dcaf-42d9-9162-20af41d0552d · outbound

This paper cites C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models.

Amplitude-Only FFN Intervention for Tool-Structured LLM Inference Method: Gated Evaluation Protocol, and Cross-Model Empirical Results C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-15T08:58:21.654258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T08:58:21.654258Z digest=sha256:fb0c766c87b3f48a64b78374cff6da3f265009171b1ada1fb9f0cb58f7f8d5d1

Observation 0a524e84-c9f3-4227-a946-faed5e04512f · outbound

This paper cites Humanity's Last Exam.

Amplitude-Only FFN Intervention for Tool-Structured LLM Inference Method: Gated Evaluation Protocol, and Cross-Model Empirical Results Humanity's Last Exam

Reference 11

Resolution
unresolved
no resolver link, observed 2026-07-15T08:58:21.654258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T08:58:21.654258Z digest=sha256:206faa175c7873df8deec232b87a2e9bc65f5a97a2c720013fc0d28e6bc8d708

Observation 59854b7d-b2c3-4865-b66e-6dc50c122360 · outbound

This paper cites Fast Feedforward Networks.

Amplitude-Only FFN Intervention for Tool-Structured LLM Inference Method: Gated Evaluation Protocol, and Cross-Model Empirical Results Fast Feedforward Networks

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-15T08:58:21.654258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T08:58:21.654258Z digest=sha256:c92e0138156b9661a35e7780646bd8ce897ffa2741217260abe156372cc9c795

Observation e9d367f4-e86a-4279-83d7-46bca9f7f858 · outbound

This paper cites Representation Engineering: A Top-Down Approach to AI Transparency.

Amplitude-Only FFN Intervention for Tool-Structured LLM Inference Method: Gated Evaluation Protocol, and Cross-Model Empirical Results Representation Engineering: A Top-Down Approach to AI Transparency

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-15T08:58:21.654258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T08:58:21.654258Z digest=sha256:bf309c4d292152202bf1e58c0a4fe67145729a0ec2bd30bc85311765bab931c8

Observation d64cac2e-bc06-461b-bd67-3d05227cb5d8 · outbound

This paper cites Efficient Guided Generation for Large Language Models.

Amplitude-Only FFN Intervention for Tool-Structured LLM Inference Method: Gated Evaluation Protocol, and Cross-Model Empirical Results Efficient Guided Generation for Large Language Models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-15T08:58:21.654258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T08:58:21.654258Z digest=sha256:16f4ba240e45693629a75e62344b652c20df008a569da90263a6267a39f9d1f4

Pith citing papers

No inbound Pith citation observations are available.