Paper Citation Record · LEDGER

Autonomy-of-Experts Models

As of 20 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2501.13074.

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

pith.paper-citation-record.v1
2501.13074 v2

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:32:07.338698Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

16 of 16 outbound references displayed

verified exact0
verified fuzzy5
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bb607d48-91de-462a-bfee-75786c80d2d3 · outbound

This paper cites Li, C., Farkhoor, H., Liu, R., and Yosinski, J.

Autonomy-of-Experts Models Li, C., Farkhoor, H., Liu, R., and Yosinski, J

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:32:07.580511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8d901cd8-372c-4295-a484-cbbddf813095 · outbound

This paper cites WinoGrande: An Adversarial Winograd Schema Challenge at Scale.

Autonomy-of-Experts Models WinoGrande: An Adversarial Winograd Schema Challenge at Scale

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T16:32:07.291865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b12b568-7398-4da9-b00f-570e683ff85a · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Autonomy-of-Experts Models LLaMA: Open and Efficient Foundation Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T16:32:07.310643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d87e4e4-8128-480d-a564-f68f4a2f6379 · outbound

This paper cites Zhou, Y ., Du, N., Huang, Y ., Peng, D., Lan, C., Huang, D., Shakeri, S., So, D., Dai, A.

Autonomy-of-Experts Models Zhou, Y ., Du, N., Huang, Y ., Peng, D., Lan, C., Huang, D., Shakeri, S., So, D., Dai, A

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:32:07.538001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d9be8466-5545-4a8b-99f0-574066fe75c9 · outbound

This paper cites the separation between the router’s decision and the experts’ execution.

Autonomy-of-Experts Models the separation between the router’s decision and the experts’ execution

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:32:07.522761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bc5c1f6f-8a63-4112-9f89-23984ac87a23 · outbound

This paper cites Mixtral of Experts.

Autonomy-of-Experts Models Mixtral of Experts

Reference 407

Resolution: unresolved; no resolver link, observed 2026-08-10T16:32:07.266218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1a0b7a1-52d1-4701-a180-0b78ec91ecb7 · outbound

This paper cites acl-long.568.

Autonomy-of-Experts Models acl-long.568

Reference 568

Resolution: unresolved; no resolver link, observed 2026-08-10T16:32:07.234521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2f30861-ec87-4a65-9685-0fe00e7e49ce · outbound

This paper cites emnlp-main.1164.

Autonomy-of-Experts Models emnlp-main.1164

Reference 1164

Resolution: unresolved; no resolver link, observed 2026-08-10T16:32:07.259876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9210ff77-3c53-42aa-a962-83badee892ee · outbound

This paper cites Hunyuan-Large: An Open-Source MoE Model with 52 Billion Activated Parameters by Tencent.

Autonomy-of-Experts Models Hunyuan-Large: An Open-Source MoE Model with 52 Billion Activated Parameters by Tencent

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-10T16:32:07.304131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cad8227-aa8a-4fd0-8e9d-a72cf20c48c5 · outbound

This paper cites Socher, R., Perelygin, A., Wu, J., Chuang, J., Manning, C.

Autonomy-of-Experts Models Socher, R., Perelygin, A., Wu, J., Chuang, J., Manning, C

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:32:07.552141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d2613ead-b305-48e0-babb-dd830364352c · outbound

This paper cites Lin, H., Lv, A., Chen, Y ., Zhu, C., Song, Y ., Zhu, H., and Yan, R.

Autonomy-of-Experts Models Lin, H., Lv, A., Chen, Y ., Zhu, C., Song, Y ., Zhu, H., and Yan, R

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:32:07.566729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 244f87ae-0a97-40a7-903d-b4e025a28a89 · outbound

This paper cites HMoE: Heterogeneous Mixture of Experts for Language Modeling.

Autonomy-of-Experts Models HMoE: Heterogeneous Mixture of Experts for Language Modeling

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-10T16:32:07.318674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0eb8a8cb-a5d6-402a-a5c6-5f8502bf5d0a · outbound

This paper cites doi: 10.18653/v1/2021.emnlp-main.446.

Autonomy-of-Experts Models doi: 10.18653/v1/2021.emnlp-main.446

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-10T16:32:07.252147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbc672cb-1ba7-4d07-ab61-49558ed8f3dd · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Autonomy-of-Experts Models Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-10T16:32:07.241142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 453b4613-3944-48e7-af92-d7aac8fd0f79 · outbound

This paper cites Auxiliary-Loss-Free Load Balancing Strategy for Mixture-of-Experts.

Autonomy-of-Experts Models Auxiliary-Loss-Free Load Balancing Strategy for Mixture-of-Experts

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-10T16:32:07.327571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f6a361f-c578-4043-8e9a-7e7baae5ca16 · outbound

This paper cites Interpreting Key Mechanisms of Factual Recall in Transformer-Based Language Models.

Autonomy-of-Experts Models Interpreting Key Mechanisms of Factual Recall in Transformer-Based Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-10T16:32:07.285286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.