Paper Citation Record · LEDGER

Capacity and Redundancy Trade-offs in Multi-Task Learning

As of 9 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2607.16554.

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

pith.paper-citation-record.v1
2607.16554 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T20:43:48.614883Z

measured 13 of 13 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

13 of 13 outbound references displayed

verified exact1
verified fuzzy0
unresolved11
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6509145a-8b62-4856-99b3-033735ff69ba · outbound

This paper cites DEMix Layers: Disentangling Domains for Modular Language Modeling.

Capacity and Redundancy Trade-offs in Multi-Task Learning DEMix Layers: Disentangling Domains for Modular Language Modeling

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T20:43:47.709470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56bde78b-b3c7-467e-9411-77a44a10cfa3 · outbound

This paper cites doi: 10.18653/v1/2021.acl-long.353.

Capacity and Redundancy Trade-offs in Multi-Task Learning doi: 10.18653/v1/2021.acl-long.353

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T20:43:47.905183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fa3eb02-427c-4548-882c-000c899c89c5 · outbound

This paper cites K for the Price of 1: Parameter-efficient Multi-task and Transfer Learning.

Capacity and Redundancy Trade-offs in Multi-Task Learning K for the Price of 1: Parameter-efficient Multi-task and Transfer Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T20:43:48.134105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c36e4397-703b-4388-be0c-2f017dcb367d · outbound

This paper cites Multi-Task Variational Information Bottleneck.

Capacity and Redundancy Trade-offs in Multi-Task Learning Multi-Task Variational Information Bottleneck

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T20:43:48.283886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 721b7ace-62b2-45f6-b32f-b66ae22cdb6b · outbound

This paper cites Let A∈R T×d stack a⊤ t as rows.

Capacity and Redundancy Trade-offs in Multi-Task Learning Let A∈R T×d stack a⊤ t as rows

Reference 20

Resolution: malformed identifier; no resolver link, observed 2026-08-01T20:43:48.614883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5021456e-7034-4835-9a20-c5a159aa068e · outbound

This paper cites Small Towers Make Big Differences.

Capacity and Redundancy Trade-offs in Multi-Task Learning Small Towers Make Big Differences

Reference 2000

Resolution: unresolved; no resolver link, observed 2026-08-01T20:43:48.539323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46268373-9710-4714-860e-83a90a7e91f1 · outbound

This paper cites Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks.

Capacity and Redundancy Trade-offs in Multi-Task Learning Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks

Reference 2010

Resolution: unresolved; no resolver link, observed 2026-08-01T20:43:48.012837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1678fcc3-d794-479a-859e-e980712b268f · outbound

This paper cites An Overview of Multi-Task Learning in Deep Neural Networks.

Capacity and Redundancy Trade-offs in Multi-Task Learning An Overview of Multi-Task Learning in Deep Neural Networks

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-01T20:43:48.391015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fcb24c6-2898-477c-a7e4-4cf5fdc4b9da · outbound

This paper cites doi: 10.18653/v1/2020.acl-main.372.

Capacity and Redundancy Trade-offs in Multi-Task Learning doi: 10.18653/v1/2020.acl-main.372

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-01T20:43:47.574620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ebb14ca-da17-4d32-aa96-3baa8320a081 · outbound

This paper cites Deep Variational Information Bottleneck.

Capacity and Redundancy Trade-offs in Multi-Task Learning Deep Variational Information Bottleneck

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-01T20:43:47.282658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c1c03d2-17b8-4ab4-a286-7a418dd79f5f · outbound

This paper cites Towards a Unified View of Parameter-Efficient Transfer Learning.

Capacity and Redundancy Trade-offs in Multi-Task Learning Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-01T20:43:47.807286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4a5716a-9ec9-415b-8748-d44b266bf8eb · outbound

This paper cites doi: 10.18653/v1/2023.acl-long.144.

Capacity and Redundancy Trade-offs in Multi-Task Learning doi: 10.18653/v1/2023.acl-long.144

Reference 2023

Resolution: verified exact; doi, observed 2026-08-01T20:48:28.309504Z

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 f995367d-5129-4ec1-b24c-ddeb535748fb · outbound

This paper cites The information bottleneck method.

Capacity and Redundancy Trade-offs in Multi-Task Learning The information bottleneck method

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T20:43:48.475747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.