Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:20:58.391253Z
Paper Citation Record · LEDGER
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference
As of 20 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2505.13345.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
50 of 50 outbound references displayed
- verified exact1
- verified fuzzy5
- unresolved43
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 99230385-e69a-4a8c-ab1c-9deded9fb737 · outbound
This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:20:58.160642Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a36ec83-b409-40dc-a1ac-ca87fb5f090f · outbound
This paper cites No Language Left Behind: Scaling Human-Centered Machine Translation.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference No Language Left Behind: Scaling Human-Centered Machine Translation
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:20:58.185469Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a29387aa-35ec-4359-9e36-919cb3b7e2c2 · outbound
This paper cites A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:20:58.195433Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ab4fa57-6d2d-4b34-9cba-a515b21097b6 · outbound
This paper cites Mixtral of Experts.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Mixtral of Experts
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:20:58.200370Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a757bec0-fc80-484e-95cb-fffb2810879a · outbound
This paper cites Looking beyond the surface: A challenge set for reading comprehension over multiple sentences.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Looking beyond the surface: A challenge set for reading comprehension over multiple sentences
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:20:58.206314Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a46b49b8-d576-4b0c-89f4-aaf6ae004257 · outbound
This paper cites RACE: Large-scale ReAding Comprehension Dataset From Examinations.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference RACE: Large-scale ReAding Comprehension Dataset From Examinations
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:20:58.211152Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1080e6f-fce3-483e-9412-d7bf57ab362f · outbound
This paper cites Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:20:58.230694Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b0e772b-6205-4e3d-ab97-e0f5f3515e4f · outbound
This paper cites Hexa-MoE: Efficient and Heterogeneous-aware Training for Mixture-of-Experts.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Hexa-MoE: Efficient and Heterogeneous-aware Training for Mixture-of-Experts
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-08-15T20:20:58.542378Z
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 e6144a91-cc5b-4753-86de-acc461b4acc6 · outbound
This paper cites Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:20:58.240066Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c685d24a-8779-493f-b2cc-3fac427eb34e · outbound
This paper cites JetMoE: Reaching Llama2 Performance with 0.1M Dollars.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference JetMoE: Reaching Llama2 Performance with 0.1M Dollars
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:20:58.249194Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 013e6024-d31f-4453-9e55-1d6446143c90 · outbound
This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:20:58.258660Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a036ec28-8bf1-4720-a369-91f997f7ba96 · outbound
This paper cites doi: 10.18653/v1/W18-5446.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference doi: 10.18653/v1/W18-5446
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:20:58.268404Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1b2e1ee-7835-4d74-a795-f5aa7bae3a8c · outbound
This paper cites A broad- coverage challenge corpus for sentence understanding through inference.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference A broad- coverage challenge corpus for sentence understanding through inference
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:20:59.068330Z
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 533e0c95-9a40-499f-9fc9-bb97515cf5ef · outbound
This paper cites MoE-I$^2$: Compressing Mixture of Experts Models through Inter-Expert Pruning and Intra-Expert Low-Rank Decomposition.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference MoE-I$^2$: Compressing Mixture of Experts Models through Inter-Expert Pruning and Intra-Expert Low-Rank Decomposition
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:20:58.277550Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c90367d0-95cb-43cb-91cc-ccc8a223c5d9 · outbound
This paper cites HellaSwag: Can a Machine Really Finish Your Sentence?.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference HellaSwag: Can a Machine Really Finish Your Sentence?
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:20:58.281989Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7116659-be8d-4806-9929-9172a452e00c · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:59.053565Z
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 319ce646-9e1a-4a9b-93ef-215cb424ae0e · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:59.039318Z
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 eca3a3ab-891c-4b26-ba8c-561a196a5870 · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:59.024769Z
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 ae3ab038-0bef-4a44-a698-53f6969e7e87 · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:59.009692Z
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 14fa9f23-b3ad-459f-b48c-0d5bd54659ee · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:58.994842Z
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 50b067f0-ad6a-4f8f-b4df-77c9a1a633c1 · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:58.980546Z
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 f6bbaaf4-9f98-40e8-8281-5b9e47e2a9a0 · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:58.966782Z
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 8567ae08-48dd-4f13-9425-d50eb9dde5aa · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:58.952712Z
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 957f6156-8073-49fe-a8c4-39b51cff1dfc · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:58.938219Z
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 ec79f05e-5cb2-45b3-bd56-c491f43d305f · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 36
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-15T20:20:58.923955Z
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 18b29333-8016-4c76-a1d1-4aaf189d52e4 · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:58.910240Z
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 ce3f7924-d127-4612-8def-f482d07983e4 · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:58.896360Z
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 61e2dfce-592c-4116-8f1c-0c3d4ba8a8d9 · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:58.882721Z
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 d6e4099a-d947-44ad-9f3b-ab9a791630ff · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:58.868772Z
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 c4f9099d-2951-4440-b468-bb7922c6336b · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:58.855027Z
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 318ff195-b532-4964-abed-fc43d3bee31f · outbound
This paper cites Apart from these tasks, router-based pruning outperforms similarity-based pruning on11 benchmarks, while similarity-based pruning outperforms router-based pruning on7benchmarks.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Apart from these tasks, router-based pruning outperforms similarity-based pruning on11 benchmarks, while similarity-based pruning outperforms router-based pruning on7benchmarks
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:20:58.840577Z
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 6a64ee95-c824-411f-adb8-66f6a81dc5b8 · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:58.826000Z
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 151f5d3d-7de9-45e0-a1d2-744635eb0442 · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:58.811855Z
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 3f7afaa7-35e4-40e4-9ac5-b25fbef93d63 · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:58.796832Z
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 2d216ba6-325d-4e8b-85fd-e5dfac442d94 · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:58.781493Z
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 7df50925-bf68-40eb-9997-00eef6463eff · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:58.767282Z
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 6a445c5f-bc70-489e-a472-6330bd5e81e1 · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:58.751982Z
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 b676f3ac-60a3-442d-ad84-94d960b5eaed · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:58.737599Z
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 ea519a40-b983-4435-8283-4383d2287ec4 · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:58.722761Z
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 0159038c-dce9-46cf-9294-0a4e712baaa3 · outbound
This paper cites MiniMax-01: Scaling Foundation Models with Lightning Attention.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference MiniMax-01: Scaling Foundation Models with Lightning Attention
Reference 2012
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:20:58.216321Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a62c7bdc-d955-458a-b943-866c0f089b27 · outbound
This paper cites an unresolved cited work.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Unresolved cited work
Reference 2013
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:20:59.097353Z
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 61e6f270-aeac-49fb-ad2f-27b713ca34d4 · outbound
This paper cites GLUE: A multi-task benchmark and analysis plat- form for natural language understanding.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference GLUE: A multi-task benchmark and analysis plat- form for natural language understanding
Reference 2017
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:20:59.083110Z
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 e6c27649-9147-468e-b452-64d376fce916 · outbound
This paper cites OLMoE: Open Mixture-of-Experts Language Models.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference OLMoE: Open Mixture-of-Experts Language Models
Reference 2018
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:20:58.244623Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bcb82c6-f8f9-4295-8590-84818cb75376 · outbound
This paper cites Prost: Physical reasoning about objects through space and time.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Prost: Physical reasoning about objects through space and time
Reference 2019
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:20:59.144273Z
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 283f07dc-e4b9-4526-93d2-f1757fcb096d · outbound
This paper cites Boolq: Exploring the surprising difficulty of natural yes/no questions.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Boolq: Exploring the surprising difficulty of natural yes/no questions
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:20:58.180882Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5ca3a9d-751e-44c7-91b0-d01162e01709 · outbound
This paper cites H., and Jiang, Y.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference H., and Jiang, Y
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:20:59.111307Z
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 f86d6c5a-4eac-4dd6-8180-abb9af281fa8 · outbound
This paper cites DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:20:58.190483Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e3330f8-2e98-4755-9a47-fd154241ba9d · outbound
This paper cites MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:20:58.171023Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e30e373-fefd-4632-a143-a806210626de · outbound
This paper cites GPT-4 Technical Report.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference GPT-4 Technical Report
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:20:58.166309Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation efa5f47b-1f83-4682-9e5b-27293b981807 · outbound
This paper cites Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy.
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:20:58.220854Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.