Paper Citation Record · LEDGER

Can Post-Training Quantization Benefit from an Additional QLoRA Integration?

As of 8 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2502.10202.

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

pith.paper-citation-record.v1
2502.10202 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T19:03:04.952823Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

31 of 31 outbound references displayed

verified exact0
verified fuzzy1
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b8fc4d71-1995-4814-9768-167912fde731 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.783956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b001be23-2ee9-46fb-ac30-a1c246e9861c · outbound

This paper cites Efficient Intent Detection with Dual Sentence Encoders.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Efficient Intent Detection with Dual Sentence Encoders

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.790602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 478cec03-2437-43ca-a72f-99f6f06010fa · outbound

This paper cites an unresolved cited work.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.795949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a86c0fc-a129-4403-a53c-32f80bf719d7 · outbound

This paper cites an unresolved cited work.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:03:05.544649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4c4e017a-8a34-4ec9-aaac-6496d5935516 · outbound

This paper cites an unresolved cited work.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.809073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ba65dab-8ce3-41ed-b955-eb89ea4691df · outbound

This paper cites an unresolved cited work.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:03:05.507953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 08eacbdc-a5f1-45d5-ba91-a8ad3cb60419 · outbound

This paper cites an unresolved cited work.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.819711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c62a6ab0-8f4f-4642-a7cb-6c6ca9356536 · outbound

This paper cites GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.824895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba15b062-6f1f-4f08-ae8b-f99cc97a44b3 · outbound

This paper cites an unresolved cited work.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:03:05.488851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation be0c3fb5-8441-4c69-9787-a111ff43e423 · outbound

This paper cites A Survey of Quantization Methods for Efficient Neural Network Inference.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? A Survey of Quantization Methods for Efficient Neural Network Inference

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.836700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 849cea46-4e56-4e4d-9d99-31babb59e85a · outbound

This paper cites Parameter-Efficient Transfer Learning for NLP.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Parameter-Efficient Transfer Learning for NLP

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.842154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 280796a5-b564-47fc-b041-9dcdc695c225 · outbound

This paper cites an unresolved cited work.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:03:05.471875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation efdac8ed-8a5d-453c-8c98-e8919c548821 · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen - Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen - Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:03:05.454151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9692f89c-8f4a-4f9f-8842-5465d9cf0c23 · outbound

This paper cites an unresolved cited work.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:03:05.434395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f259af1e-2281-4c7f-a1ac-dca7fdfa2024 · outbound

This paper cites Mistral 7B.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Mistral 7B

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.860679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ba30fcc-a5e0-469a-a5c1-42f00d72f477 · outbound

This paper cites Exploring the Trade-Offs: Quantization Methods, Task Difficulty, and Model Size in Large Language Models From Edge to Giant.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Exploring the Trade-Offs: Quantization Methods, Task Difficulty, and Model Size in Large Language Models From Edge to Giant

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.865990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dfdb429-e723-4e75-a4bb-51d0e5dac7f0 · outbound

This paper cites BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.871376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52a1e0e5-d7bc-4f83-937b-316a46c593ad · outbound

This paper cites an unresolved cited work.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:03:05.410906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 59634723-225c-45b9-a7d4-632ad0ec4466 · outbound

This paper cites an unresolved cited work.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:03:05.390339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5df8c8fb-2ca8-4e20-9fed-1609a0470700 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.887338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84f0cab1-ee13-4463-a783-62b6ce8a871b · outbound

This paper cites an unresolved cited work.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:03:05.374538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 38e9f7c6-a4ca-4f9b-80a6-3cbc5368a6c2 · outbound

This paper cites A White Paper on Neural Network Quantization.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? A White Paper on Neural Network Quantization

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.899119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0e7553a-9311-4693-9a29-229204ca3ffb · outbound

This paper cites an unresolved cited work.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.904192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cce01f86-fdb0-49bc-94a7-56f2809cb184 · outbound

This paper cites Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.909191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f56160b-4c24-4c59-86e2-2736592306c1 · outbound

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

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.914838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c5bcfe7-7558-4f49-aa0d-c3c5519629f4 · outbound

This paper cites Smith, Daniel Khashabi, and Hannaneh Hajishirzi.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Smith, Daniel Khashabi, and Hannaneh Hajishirzi

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.921739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6194d3b9-a5c9-4c1f-bcb9-16d84940719b · outbound

This paper cites an unresolved cited work.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.927820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d0d3486-75ed-4b5c-87a8-ff7e59931247 · outbound

This paper cites Qwen2 Technical Report.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Qwen2 Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.935180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09373e4b-cbaa-43b4-a5da-96b915ba79fe · outbound

This paper cites an unresolved cited work.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.940997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6739deae-6ac4-48f6-ae1b-fa46dcaf5382 · outbound

This paper cites online" 'onlinestring :=.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? online" 'onlinestring :=

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.947234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c42d01f-63ca-4c55-98d1-01e8a4abc59e · outbound

This paper cites write newline.

Can Post-Training Quantization Benefit from an Additional QLoRA Integration? write newline

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T19:03:04.952823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.