Pith. sign in

Paper Citation Record · LEDGER

Is SwiGLU's Open Positive Tail Necessary? Evidence from Closed-Tail Gating with MemGLU

As of 14 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2608.07323.

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

pith.paper-citation-record.v1
2608.07323 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T10:23:36.108763Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

15 of 15 outbound references displayed

  • verified exact5
  • verified fuzzy0
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0e54bc6e-86e1-48a1-b9f8-66522ba82f16 · outbound

This paper cites Expanded Gating Ranges Improve Activation Functions.

Is SwiGLU's Open Positive Tail Necessary? Evidence from Closed-Tail Gating with MemGLU Expanded Gating Ranges Improve Activation Functions

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T10:23:35.892073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T10:23:35.892073Z digest=sha256:aa4e3aa7cb4292a70f98c42d0d3635255bf54f3d7308e1da0a7fa3a425aff3a5

Observation b548aeb2-ccf3-4dca-b77c-6e632a3f9844 · outbound

This paper cites Deriving Activation Functions Using Integration.

Is SwiGLU's Open Positive Tail Necessary? Evidence from Closed-Tail Gating with MemGLU Deriving Activation Functions Using Integration

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T10:23:35.895116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T10:23:35.895116Z digest=sha256:a7f0b5ff1d0cb566fd570e92071da88bc22f4ae44f0049e0272126852861885e

Observation 41f57d79-8569-40a8-a1ca-401616ae4669 · outbound

This paper cites CATS: Contextually-Aware Thresholding for Sparsity in Large Language Models.

Is SwiGLU's Open Positive Tail Necessary? Evidence from Closed-Tail Gating with MemGLU CATS: Contextually-Aware Thresholding for Sparsity in Large Language Models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-10T10:23:35.902150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T10:23:35.902150Z digest=sha256:e8d181edefdc69ccf7dd9c5b67ca99a6b0557169e7d2f4b461ed59d52ca81755

Observation f0cf14db-510f-43b0-9a5b-a7e6aae45aec · outbound

This paper cites GLU Variants Improve Transformer.

Is SwiGLU's Open Positive Tail Necessary? Evidence from Closed-Tail Gating with MemGLU GLU Variants Improve Transformer

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T10:23:35.979707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T10:23:35.979707Z digest=sha256:7177a481f8296cbe1b66417459595c0d12bf065ca12d12f413690c4d0920923f

Observation 9feb21c3-bb95-4662-919d-ce7691c45143 · outbound

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

Is SwiGLU's Open Positive Tail Necessary? Evidence from Closed-Tail Gating with MemGLU LLaMA: Open and Efficient Foundation Language Models

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-10T10:23:36.027018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T10:23:36.027018Z digest=sha256:afb0603191b550d44b309223edab662979818671d325d3844fb7e9800cd7e8e6

Observation 83bd5c20-3c60-44ca-a3fa-bbc7a56518b7 · outbound

This paper cites More Expressive Feedforward Layers: Part I. Token-Adaptive Mixing of Activations.

Is SwiGLU's Open Positive Tail Necessary? Evidence from Closed-Tail Gating with MemGLU More Expressive Feedforward Layers: Part I. Token-Adaptive Mixing of Activations

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-08-10T10:23:36.622406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T10:23:36.045205Z digest=sha256:6bc3b5085fd2048fc8c1c2be176f38638527243e4c18cfd3c59c2429bc4b940b

Observation ea9a84c1-e5c9-4c25-bb0f-a407bc6cc53a · outbound

This paper cites URL https://doi.org/10.1109/ ACCESS.2020.2987829.

Is SwiGLU's Open Positive Tail Necessary? Evidence from Closed-Tail Gating with MemGLU URL https://doi.org/10.1109/ ACCESS.2020.2987829

Reference 18

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-10T10:23:36.542214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T10:23:36.072938Z digest=sha256:74a29e39aaedcc61d69fac39495e3784aa12262759183340482c2adddbff2caf

Observation 13d85192-bc92-4d26-a6b6-28ef10a65484 · outbound

This paper cites URL https://doi.org/10.1109/TCT.

Is SwiGLU's Open Positive Tail Necessary? Evidence from Closed-Tail Gating with MemGLU URL https://doi.org/10.1109/TCT

Reference 1971

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-10T10:23:37.034513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T10:23:35.874504Z digest=sha256:81cb6498329c34a5a07d13aab91dd30257ffd37f32f4ad3f779fe762dec20856

Observation 868cf4ef-d9b9-4410-abcf-0b8ce9dc16fe · outbound

This paper cites URL https://doi.org/10.1109/PROC.

Is SwiGLU's Open Positive Tail Necessary? Evidence from Closed-Tail Gating with MemGLU URL https://doi.org/10.1109/PROC

Reference 1976

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-10T10:23:36.855516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T10:23:35.877877Z digest=sha256:afbfe541a9408c4b98dc9f619d223227113c4a728feb52f2bc7fd90bcb979cd9

Observation a54b7788-4d5c-4de8-914f-167ebafc1dec · outbound

This paper cites URLhttps://doi.org/10.1063/5.0013510.

Is SwiGLU's Open Positive Tail Necessary? Evidence from Closed-Tail Gating with MemGLU URLhttps://doi.org/10.1063/5.0013510

Reference 2020

Resolution
verified exact
doi, observed 2026-08-10T10:23:36.227303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T10:23:35.905639Z digest=sha256:bdcfb5df28027b45561bb227d14c1cd51aba6a3b58986683bebb4af34a663d36

Observation 46543cbc-ea91-469d-9b98-5ddce547b0bf · outbound

This paper cites PaLM: Scaling Language Modeling with Pathways.

Is SwiGLU's Open Positive Tail Necessary? Evidence from Closed-Tail Gating with MemGLU PaLM: Scaling Language Modeling with Pathways

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-10T10:23:35.870829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T10:23:35.870829Z digest=sha256:7bcc256cd7fe726952b2926ecce3f4b1a9d5c31daa8d04d8f7e987270bce4b46

Observation 29ab350f-8131-404e-8940-9376b2eeab94 · outbound

This paper cites Qwen Technical Report.

Is SwiGLU's Open Positive Tail Necessary? Evidence from Closed-Tail Gating with MemGLU Qwen Technical Report

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-10T10:23:35.868014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T10:23:35.868014Z digest=sha256:4186b72b77dd77fb5e3fe8420749ea6b2bb467c9fbb43d08c2995cd76bd23d3c

Observation 2a71be8d-0421-4ef3-897e-dd6dcc881746 · outbound

This paper cites Scaling FP8 training to trillion-token LLMs.

Is SwiGLU's Open Positive Tail Necessary? Evidence from Closed-Tail Gating with MemGLU Scaling FP8 training to trillion-token LLMs

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-10T10:23:35.884910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T10:23:35.884910Z digest=sha256:8bb479600d1a59f83b0be7f4c20ad59dcf97506ed539d4c2815b14778137f6ec

Observation 438ef524-aa38-4754-8938-d742ed559470 · outbound

This paper cites Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models.

Is SwiGLU's Open Positive Tail Necessary? Evidence from Closed-Tail Gating with MemGLU Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-10T10:23:36.108763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T10:23:36.108763Z digest=sha256:a992337ebf13c7108f16474c9adb5652fec368c9bade28903247bc9357304cd6

Observation 2e625571-b393-4467-a913-a10ad4133e08 · outbound

This paper cites PowLU: An Activation Function for Stable Pre-Training of LLMs.

Is SwiGLU's Open Positive Tail Necessary? Evidence from Closed-Tail Gating with MemGLU PowLU: An Activation Function for Stable Pre-Training of LLMs

Reference 2026

Resolution
metadata mismatch
local_arxiv, observed 2026-08-10T10:23:36.665046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T10:23:35.898298Z digest=sha256:9c2553d56ba1a0fe9f8c2a744bd501aec97dd2354cc0b9d3cf51c961e61ca771

Pith citing papers

No inbound Pith citation observations are available.