Paper Citation Record · LEDGER

Learning to Decode Collaboratively with Multiple Language Models

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2403.03870.

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

pith.paper-citation-record.v1
2403.03870 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T13:58:45.740288Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T18:48:20.393663Z

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 b4012ad1-5d85-4e2c-9d01-0df1bc3e09c4 · inbound

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning cites this paper.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Learning to Decode Collaboratively with Multiple Language Models

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:48:20.396667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8a3b78a4-639f-4299-8619-f8b53334dda9 · inbound

CITER: Collaborative Inference for Efficient Large Language Model Decoding with Token-Level Routing cites this paper.

CITER: Collaborative Inference for Efficient Large Language Model Decoding with Token-Level Routing Learning to Decode Collaboratively with Multiple Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-09T13:58:45.740288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc98d788-8b36-42c7-a4c7-ad99c46bcb3f · inbound

COSMosFL: Ensemble of Small Language Models for Fault Localisation cites this paper.

COSMosFL: Ensemble of Small Language Models for Fault Localisation Learning to Decode Collaboratively with Multiple Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-09T10:44:43.496424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bf3fcc9-c6cd-4230-b1a4-87f0e2fe7478 · inbound

Speeding up Speculative Decoding via Sequential Approximate Verification cites this paper.

Speeding up Speculative Decoding via Sequential Approximate Verification Learning to Decode Collaboratively with Multiple Language Models

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-08T22:28:20.495145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e738b2c6-01bb-42f5-99ca-b0dbfa6622b1 · inbound

Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding cites this paper.

Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding Learning to Decode Collaboratively with Multiple Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T11:11:44.627016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb353af5-3cf3-466e-8c95-3b4dac7ae297 · inbound

Scalable, Symbiotic, AI and Non-AI Agent Based Parallel Discrete Event Simulations cites this paper.

Scalable, Symbiotic, AI and Non-AI Agent Based Parallel Discrete Event Simulations Learning to Decode Collaboratively with Multiple Language Models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T13:07:50.661630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92e8a7bb-c1f2-4b85-977f-36d960b88dfc · inbound

What makes Reasoning Models Different? Follow the Reasoning Leader for Efficient Decoding cites this paper.

What makes Reasoning Models Different? Follow the Reasoning Leader for Efficient Decoding Learning to Decode Collaboratively with Multiple Language Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T05:52:18.590507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e645b681-f8d5-4868-9005-3bcffac7dec8 · inbound

Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration cites this paper.

Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration Learning to Decode Collaboratively with Multiple Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:14.673666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0a8c4d2-2fc9-46c6-922a-346fe07c2df7 · inbound

Dynamic Collaboration of Multi-Language Models based on Minimal Complete Semantic Units cites this paper.

Dynamic Collaboration of Multi-Language Models based on Minimal Complete Semantic Units Learning to Decode Collaboratively with Multiple Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T16:18:47.253931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a57438e5-8adf-41b2-a66c-fc8ac83177bc · inbound

PyroDash: Cost-Efficient Token-Level Small-Large Language Model Collaborative Inference cites this paper.

PyroDash: Cost-Efficient Token-Level Small-Large Language Model Collaborative Inference Learning to Decode Collaboratively with Multiple Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T10:14:14.517955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0edff86b-d0fd-4f43-b954-97d849ed9dd5 · inbound

Inference-Time Consensus for Mitigating Hidden Behaviors from LLM Fine-Tuning cites this paper.

Inference-Time Consensus for Mitigating Hidden Behaviors from LLM Fine-Tuning Learning to Decode Collaboratively with Multiple Language Models

Reference 1948

Resolution: unresolved; no resolver link, observed 2026-07-30T23:28:39.340462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.