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Paper Citation Record · LEDGER

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask

As of 12 July 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2605.06402.

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

pith.paper-citation-record.v1
2605.06402 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T12:46:30.820552Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-12T06:30:05.999651+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

41 of 41 outbound references displayed

  • verified exact15
  • verified fuzzy21
  • unresolved0
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 73293731-6e7f-4a5a-921e-ad499618194a · outbound

This paper cites allenai/dolmino-mix-1124.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask allenai/dolmino-mix-1124

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:02:23.240469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:cbf5c2b9a6ce62dc3b747eab4a5898007aeaedae6b85e171707723d7a5c227db

Observation ea1bc149-90df-4c57-9425-5e8da7ce7d4c · outbound

This paper cites Lessons from the Trenches on Reproducible Evaluation of Language Models.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Lessons from the Trenches on Reproducible Evaluation of Language Models

Reference 2

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arxiv_id, observed 2026-05-16T18:44:50.211576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:44a2609701d5a92393304ffaa6913329d8fecf1d82ea6b4988e790066f4b57da

Observation 5a9a1fe8-b550-4dbe-b9ec-f1cb3f40d727 · outbound

This paper cites Piqa: Reasoning about physical commonsense in natural language.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Piqa: Reasoning about physical commonsense in natural language

Reference 3

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raw_fallback, observed 2026-05-26T13:02:23.228550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:6bdf789fcddbbd432d9c31d451e88be471171c9eeca757c469a97d4acce47163

Observation 932525e4-aea8-4cc0-8329-8066dc05a080 · outbound

This paper cites an unresolved cited work.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Unresolved cited work

Reference 4

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verified fuzzy
raw_fallback, observed 2026-05-26T13:02:23.232105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:1b8649745d00688e0b8ffd08dfd99835b080114cee0058eb05ac604f7ec432b1

Observation 1890a6ee-1b67-437f-a8a6-0d06424ae00d · outbound

This paper cites BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions

Reference 5

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arxiv_id, observed 2026-05-13T09:46:19.833273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:e7dfce20155ece46bf769e76e1687b6719f67f3eda571b354a17815300a71bee

Observation 0ecf34c5-9980-4637-b469-d4e801fcd647 · outbound

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

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 6

Resolution
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local_arxiv, observed 2026-05-11T19:06:08.514768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:c4f5010725b55db0ed9b56a12947f2dd062858a0c78158e11011549e95a387b7

Observation 5b948732-6592-4e47-8f84-f42480d6ed29 · outbound

This paper cites an unresolved cited work.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Unresolved cited work

Reference 7

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raw_fallback, observed 2026-05-26T13:02:23.243884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:a923c56bfa3aa6d54bec15034e9bd55ef072d18310ce1b6342b823656968ee14

Observation f491c641-5f54-4ba9-baa8-b051a4ad418a · outbound

This paper cites Documenting large webtext corpora: A case study on the colossal clean crawled corpus.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Documenting large webtext corpora: A case study on the colossal clean crawled corpus

Reference 8

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raw_fallback, observed 2026-05-26T13:02:23.224651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:bc5fe05467ec9cba0860e1363225cb83ef5f91b6a3304013199d38fcdb939a90

Observation db18303d-5964-44cb-9905-b954c465d519 · outbound

This paper cites an unresolved cited work.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Unresolved cited work

Reference 9

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raw_fallback, observed 2026-05-26T13:02:23.236846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:1023607b5758835c023f0b4d5879aed61a8cdef3592d3415cb3fbb63dd0b02d5

Observation ed191b98-9a15-4606-a957-6c16b8089730 · outbound

This paper cites MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models

Reference 10

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arxiv_id, observed 2026-05-11T19:06:08.501381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:a537f7496eaffe1ad601e7ecefe9273694859ea66a3211b04d4e457553eab45f

Observation 2414f497-82c6-4266-8632-25f50a27784b · outbound

This paper cites SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot

Reference 11

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arxiv_id, observed 2026-05-11T19:06:08.545542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation c5813177-f0c6-49cf-9712-228d2550e0b3 · outbound

This paper cites The State of Sparsity in Deep Neural Networks.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask The State of Sparsity in Deep Neural Networks

Reference 12

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arxiv_id, observed 2026-05-11T19:06:08.437067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation e7afbd21-8568-4727-87fc-bc4d3a282588 · outbound

This paper cites an unresolved cited work.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Unresolved cited work

Reference 13

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raw_fallback, observed 2026-05-26T13:02:23.285750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:244a93d6871ded82c9a8c1065df60dad3cc11edcd45b10cb3092775e606d5fbd

Observation da3927b0-03c9-4111-9216-9f7611f1ca8e · outbound

This paper cites an unresolved cited work.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Unresolved cited work

Reference 14

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verified fuzzy
raw_fallback, observed 2026-05-26T13:02:23.282406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:10139ce1550b811eb246481aa6bd71984ddc001e0604d151589060c670b65ea7

Observation 4456f6d1-8148-482a-8c64-eb7893022493 · outbound

This paper cites Pruning large lan- guage models with semi-structural adaptive sparse training.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Pruning large lan- guage models with semi-structural adaptive sparse training

Reference 15

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verified fuzzy
raw_fallback, observed 2026-05-26T13:02:23.289718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:f5cdc721143bd136c06d8ecf9f72fe53f6bc5108e9e3f4113275eb1e03790ebc

Observation f96cb437-6803-48ad-8e17-7fb15d8c49a7 · outbound

This paper cites Cast: Continuous and differentiable semi-structured sparsity-aware training for large language models.ArXiv, abs/2509.25996.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Cast: Continuous and differentiable semi-structured sparsity-aware training for large language models.ArXiv, abs/2509.25996

Reference 16

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arxiv_id, observed 2026-05-11T19:06:08.460252Z

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No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation 5bca4fd0-b03a-47ea-aec2-3910a53dc18e · outbound

This paper cites an unresolved cited work.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Unresolved cited work

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation 14a30647-9c14-449a-9c77-f141936ea8b6 · outbound

This paper cites Hutchinson.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Hutchinson

Reference 18

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doi, observed 2026-05-08T21:34:15.218148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation 0bbf6361-a469-4e96-b9a8-51f2cab6e566 · outbound

This paper cites RACE: Large-scale ReAding Comprehension Dataset From Examinations.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask RACE: Large-scale ReAding Comprehension Dataset From Examinations

Reference 19

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verified exact
arxiv_id, observed 2026-05-11T19:06:08.455793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation b39b5a15-474b-4725-9fae-dba3c492e3d7 · outbound

This paper cites Denker, and Sara A.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Denker, and Sara A

Reference 20

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raw_fallback, observed 2026-05-26T13:02:23.274483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:dd9afd8e1a4973c4e655a5770c86b81c4b15a623b54015622d451632a22ef5b3

Observation eb3f143e-6625-48e8-8fb6-c2e71e837f8f · outbound

This paper cites Pruning Filters for Efficient ConvNets.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Pruning Filters for Efficient ConvNets

Reference 21

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arxiv_id, observed 2026-05-11T19:06:08.480186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:63fd244de53f93f82403b0efdccb01ae1e310e6a92d61e66944fbe00d45c874b

Observation 7a2e3742-7a77-416a-8f90-75f1fd75cbd0 · outbound

This paper cites Learning efficient convolutional networks through network slimming.2017 IEEE Inter- national Conference on Computer Vision (ICCV), pages 2755–2763.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Learning efficient convolutional networks through network slimming.2017 IEEE Inter- national Conference on Computer Vision (ICCV), pages 2755–2763

Reference 22

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raw_fallback, observed 2026-05-26T13:02:23.262859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:94bac48160a05673843c473e045a169936ba380a9b373ef4bc8de4a842ffe7da

Observation de17fd8b-db8a-4341-bbed-46441992df10 · outbound

This paper cites Can a suit of armor conduct electricity? a new dataset for open book question answering.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Can a suit of armor conduct electricity? a new dataset for open book question answering

Reference 23

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raw_fallback, observed 2026-05-26T13:02:23.278821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:c741cc3c5933e4580faa190bf12271a3861ece68058a47d59a5be6766c2d46f9

Observation acda1e4b-ac2c-4f90-a49e-0ddae2ffedd2 · outbound

This paper cites Accelerating Sparse Deep Neural Networks.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Accelerating Sparse Deep Neural Networks

Reference 24

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arxiv_id, observed 2026-05-11T19:06:08.508514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:324cdbb323b35d4f683857a98875faef314753a54e0991e83d612d9f11e42a3b

Observation 0898aeed-a4a7-47ef-bd98-16690317cc57 · outbound

This paper cites Nvidia ampere architecture in-depth.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Nvidia ampere architecture in-depth

Reference 25

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raw_fallback, observed 2026-05-26T13:02:23.296785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:f4474a6a8fe4014b05b8a892a483268d4fdfddf9ad09ed20236ad1dd5c8a05e6

Observation 21aa8bcf-3b90-4c61-907a-2f6705d365f8 · outbound

This paper cites 2 OLMo 2 Furious.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask 2 OLMo 2 Furious

Reference 26

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local_arxiv, observed 2026-05-11T19:06:08.568350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:80497e8c4330f7c6eaa8a6289d22852dcaf4e3fa62537de1b88e8f2950eb40ca

Observation 3d3f3c9a-7c92-49b3-b07e-d1e5c10e92b6 · outbound

This paper cites Language models are unsupervised multitask learners.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Language models are unsupervised multitask learners

Reference 27

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verified fuzzy
raw_fallback, observed 2026-05-26T13:02:23.301587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:73b8b59c511325408496775fadc734fe840e482e427b8932105f7bbb2945ffe8

Observation f0ad4d78-089e-4a6b-a247-07d0c9c10448 · outbound

This paper cites an unresolved cited work.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Unresolved cited work

Reference 28

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raw_fallback, observed 2026-05-26T13:02:23.247113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:c54e69adf987e8b837e20eef1c05cffef0eeb5f0cf8399ec228240cd1fc7ad03

Observation d4da1d33-4dae-4ff3-b9d3-81f617c8d534 · outbound

This paper cites an unresolved cited work.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Unresolved cited work

Reference 29

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verified fuzzy
raw_fallback, observed 2026-05-26T13:02:23.255169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:629c8a14b4183b60caff049018c81ba033b8c8d706598c50bd12bc1bda924667

Observation 1563f537-42a5-4122-9faa-d38ff7afda37 · outbound

This paper cites Winogrande.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Winogrande

Reference 30

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raw_fallback, observed 2026-05-26T13:02:23.269958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:4f47665fd86cc1c5a97f7e47799f3e52e8a028a6a9104d2507fb319a863e116d

Observation 2b9f39c4-3c40-42be-951b-b004d4f2c28a · outbound

This paper cites WoodFisher: Efficient Second-Order Approximation for Neural Network Compression.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask WoodFisher: Efficient Second-Order Approximation for Neural Network Compression

Reference 31

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arxiv_id, observed 2026-05-11T19:06:08.448610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:566288bb15a7f9425740ec02be51c2311102c2547dcef84f5e54ac90b7d95046

Observation 6bfd1265-7d65-48f7-bf1b-a87bd2736f82 · outbound

This paper cites A Simple and Effective Pruning Approach for Large Language Models.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask A Simple and Effective Pruning Approach for Large Language Models

Reference 32

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verified exact
arxiv_id, observed 2026-05-16T16:12:41.188220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:bad4b82db9abe4df14b85e86d394e90dbac7cf6a75a52e59988912a6937f9734

Observation 7153f11b-a6f1-442c-886b-402f9e4629d5 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 33

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T19:06:08.485824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:a7cbd7b2609a6ce7c9112a1d6be56bdc892c1beb7f4a1f4ebb833deaebefcfad

Observation ca705545-1949-4456-8b61-94dc76234524 · outbound

This paper cites SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-15T01:34:11.049162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:0f448ce00537d76ffff01dbd37114038200cafec284d210a02fe1dfc5623a0ec

Observation 01154525-8ba2-42d4-b287-4ace828f95e0 · outbound

This paper cites Learning structured sparsity in deep neural networks.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Learning structured sparsity in deep neural networks

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:02:23.293378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:a40579b5a59ce1201c54810d3d7776019d43aa643248f9e3c67bd497405f1df7

Observation 01d5de6a-e819-4385-9e30-4f7df3c69544 · outbound

This paper cites BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-11T19:06:08.426115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:1029a035c3269904b97b070907cf2310e92d5abd7c96da485743752c4ffb6e70

Observation 309f8e4b-c0e1-4dad-90e6-7d529f34bac9 · outbound

This paper cites Qwen3 technical report.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Qwen3 technical report

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:02:23.304511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:fe463c9a7dc68f476591a47d7c8bce86dec9c9b82a7791c3ef1e874bd6937f8d

Observation 71621750-b6f7-4726-98b4-06102c244475 · outbound

This paper cites Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-11T19:06:08.474183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:276d3f1624e19d38ead0eded3225b72317ee661ff92eac2826e6fc5c9e882e13

Observation 6a3de366-0fd7-4f3a-b9f5-201bf21bd1e5 · outbound

This paper cites Hellaswag: Can a machine really finish your sentence? InAnnual Meeting of the Association for Computational Linguistics.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Hellaswag: Can a machine really finish your sentence? InAnnual Meeting of the Association for Computational Linguistics

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:02:23.258692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:284f1c7801942e6d30f044e533ec9d688e9900259534240469f7ebff3c2e561c

Observation 64ae4e77-4df3-4ba9-a286-28274b42158e · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask OPT: Open Pre-trained Transformer Language Models

Reference 40

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T19:06:08.421037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:029befe7667f6304089bb73b0ca9a96447445740b90ced62fd2c6f159e0c33a3

Observation 118e6951-c00c-4a75-8d5d-7c8c10268402 · outbound

This paper cites Efficiency.

SparseForge: Efficient Semi-Structured LLM Sparsification via Annealing of Hessian-Guided Soft-Mask Efficiency

Reference 41

Resolution
malformed identifier
raw_fallback, observed 2026-05-26T13:02:23.250604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-05-08T12:46:30.820552Z digest=sha256:b2cfeca16a0cb39b6b4f702cc25c5fef00e7b0efef6b51dee14aca13a38e08ce

Pith citing papers

No inbound Pith citation observations are available.