Paper Citation Record · LEDGER

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models

As of 18 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2608.10010.

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

pith.paper-citation-record.v1
2608.10010 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:46:37.300723Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

30 of 30 outbound references displayed

verified exact0
verified fuzzy2
unresolved27
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 10e2ee89-1914-411a-ad17-806aad9f0ad0 · outbound

This paper cites QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.160388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5cce687-6930-405a-a913-8b2f1421b854 · outbound

This paper cites Selected RTL and final routed netlists pass 64 seeded variable-K matrices spanning 1,010 compute cycles and 1,024 checked outputs per datatype.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models Selected RTL and final routed netlists pass 64 seeded variable-K matrices spanning 1,010 compute cycles and 1,024 checked outputs per datatype

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:46:37.955110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 036afe61-4a38-4d00-9949-9f1462ad26f4 · outbound

This paper cites (pt) ↑ BF16 FP8 CurveFP8CurveFP7 Runtime format 0 -0.25 -0.24 -0.45 0 -0.08 -0.07 -0.02 0 -0.03 -0.13 +0.01 (c) Five-shot Δacc.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models (pt) ↑ BF16 FP8 CurveFP8CurveFP7 Runtime format 0 -0.25 -0.24 -0.45 0 -0.08 -0.07 -0.02 0 -0.03 -0.13 +0.01 (c) Five-shot Δacc

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:46:37.971474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d9f5e11f-6cbc-4451-8e5d-f48617ef3d78 · outbound

This paper cites Training DNNs with Hybrid Block Floating Point.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models Training DNNs with Hybrid Block Floating Point

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.190997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28057a20-e9b0-47c0-b185-8cdd0e6a342b · outbound

This paper cites The Llama 3 Herd of Models.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models The Llama 3 Herd of Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.201493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8315f84c-dce1-49ba-b72c-48417054328c · outbound

This paper cites URLhttps://doi.org/10.1109/MOCAST.2018.8376572.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models URLhttps://doi.org/10.1109/MOCAST.2018.8376572

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.206127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed02d173-df1a-43e4-adf5-d35b9ebb4b11 · outbound

This paper cites Additive Powers-of-Two Quantization: An Efficient Non-uniform Discretization for Neural Networks.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models Additive Powers-of-Two Quantization: An Efficient Non-uniform Discretization for Neural Networks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.211466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5205b6ad-33b8-495d-b768-4c8cf5f06b37 · outbound

This paper cites SpinQuant: LLM quantization with learned rotations.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models SpinQuant: LLM quantization with learned rotations

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.216025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bbb7873-0bef-4ae0-8f98-06b8a56555fd · outbound

This paper cites FP8 Formats for Deep Learning.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models FP8 Formats for Deep Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.226666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 412730b3-769d-4ac9-8aa6-9f782f289fb4 · outbound

This paper cites Convolutional Neural Networks using Logarithmic Data Representation.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models Convolutional Neural Networks using Logarithmic Data Representation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.231118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7dbc028-2df9-425f-937d-470d25d9e360 · outbound

This paper cites The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.236612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06e7f19b-995c-4d2b-a4e1-60f0375b69c5 · outbound

This paper cites The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.241269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d743f1df-8ce5-427e-802b-41fe267b5fcc · outbound

This paper cites Microscaling Data Formats for Deep Learning.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models Microscaling Data Formats for Deep Learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.255337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 526180e9-42a6-40fe-a0b7-e61f46c14df8 · outbound

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

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models WinoGrande: An Adversarial Winograd Schema Challenge at Scale

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.259915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22a2cade-f984-4644-94b3-2e87c2a29d23 · outbound

This paper cites URL https: //doi.org/10.1609/aaai.v40i48.42293.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models URL https: //doi.org/10.1609/aaai.v40i48.42293

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.264818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eec66952-835c-4e20-b451-e21b61d886f5 · outbound

This paper cites URL https://doi.org/ 10.1162/tacl_a_00321.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models URL https://doi.org/ 10.1162/tacl_a_00321

Reference 23

Resolution: malformed identifier; no resolver link, observed 2026-08-14T04:46:37.269128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e873cd27-a9a6-4789-b93e-e0153c050988 · outbound

This paper cites Qwen3 Technical Report.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models Qwen3 Technical Report

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.273334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 791cb949-22f2-47f1-849c-92dd3574cc00 · outbound

This paper cites Qwen3 Technical Report.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models Qwen3 Technical Report

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.277948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2063005-ad31-413f-b65b-956c51d19ebe · outbound

This paper cites URLhttps://aclanthology.org/P19-1472/.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models URLhttps://aclanthology.org/P19-1472/

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.282315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51e6cc75-0a7d-48b8-bc7a-9349b902d5d0 · outbound

This paper cites URLhttps://doi.org/10.1109/TC.2022.3202747.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models URLhttps://doi.org/10.1109/TC.2022.3202747

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.286683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbf796e2-675f-4d36-b664-e6d9a6f43f49 · outbound

This paper cites Falcon-H1: A Family of Hybrid-Head Language Models Redefining Efficiency and Performance.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models Falcon-H1: A Family of Hybrid-Head Language Models Redefining Efficiency and Performance

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.290952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55eb8d99-84c5-453f-b9ab-1210eb24fafd · outbound

This paper cites Pointer Sentinel Mixture Models.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models Pointer Sentinel Mixture Models

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.221401Z

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Unavailable: canonical work link unavailable.

Observation 107cbc88-f130-4cc8-9830-85dd6f251e59 · outbound

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

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.186095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caf3f10f-be23-42b1-8df8-cf197e8de774 · outbound

This paper cites Compressive Transformers for Long-Range Sequence Modelling.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models Compressive Transformers for Long-Range Sequence Modelling

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.250148Z

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Unavailable: canonical work link unavailable.

Observation 779deedb-42af-43ed-abe7-69c66117d70a · outbound

This paper cites PIQA: Reasoning about Physical Commonsense in Natural Language.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models PIQA: Reasoning about Physical Commonsense in Natural Language

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.175845Z

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Unavailable: canonical work link unavailable.

Observation d66cdbd4-c46c-4704-ab13-83b128e5ee52 · outbound

This paper cites URL https: //doi.org/10.1109/ASAP54787.2022.00021.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models URL https: //doi.org/10.1109/ASAP54787.2022.00021

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.181016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1206fc27-5435-434b-86af-ac784adc5847 · outbound

This paper cites Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.170760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b341889-94c7-46f5-9d7a-9c070de25e75 · outbound

This paper cites QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.166028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34241865-94a2-4ab3-a7ce-43332e154824 · outbound

This paper cites URLhttps://arxiv.org/abs/2502.05376.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models URLhttps://arxiv.org/abs/2502.05376

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.195770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 237a3d41-e958-4c62-b7a8-2daba1708777 · outbound

This paper cites Compressive Transformers for Long-Range Sequence Modelling.

CurveFP: Co-Designing Numerical Representation and Product Arithmetic for Language Models Compressive Transformers for Long-Range Sequence Modelling

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-14T04:46:37.245603Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.