Paper Citation Record · LEDGER

Survey of Specialized Large Language Model

As of 18 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 1 inbound Pith citation observation for arXiv:2508.19667.

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

pith.paper-citation-record.v1
2508.19667 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:37:49.398866Z

measured 54 of 54 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-17T23:27:49.126341Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-17T23:30:29.378092Z

Reference resolution

53 of 53 outbound references displayed

verified exact6
verified fuzzy0
unresolved47
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aa4e6099-8012-4d96-b6b2-67733a4d283c · outbound

This paper cites online" 'onlinestring :=.

Survey of Specialized Large Language Model online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.158611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 197b5112-daa4-45ee-9bb3-8e44421627bc · outbound

This paper cites write newline.

Survey of Specialized Large Language Model write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.164032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e99ad268-9aa7-4b00-9295-8e2c4057d1c3 · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:37:50.428347Z

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 381b6ea8-66d0-426d-a33f-39225be1ad20 · outbound

This paper cites SliceGPT: Compress Large Language Models by Deleting Rows and Columns.

Survey of Specialized Large Language Model SliceGPT: Compress Large Language Models by Deleting Rows and Columns

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.175140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 826a3725-f43a-4030-b2a1-01bcd0b165db · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

Survey of Specialized Large Language Model Constitutional AI: Harmlessness from AI Feedback

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.180300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a2ba3cc-ed35-4ff3-a74d-e1caa08ec532 · outbound

This paper cites BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text.

Survey of Specialized Large Language Model BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.185330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7caa739e-6028-448f-bb6e-b633561a5f5e · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.190160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12aa7754-7d84-4f89-8bd0-f766ca27ae09 · outbound

This paper cites Quantifying the Importance of Data Alignment in Downstream Model Performance.

Survey of Specialized Large Language Model Quantifying the Importance of Data Alignment in Downstream Model Performance

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:37:49.993320Z

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 74fbc445-e364-4296-a4c8-be9e2338064e · outbound

This paper cites HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs.

Survey of Specialized Large Language Model HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.199752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c166c5fc-6cba-49d8-837a-9a0c5d913eee · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Survey of Specialized Large Language Model Evaluating Large Language Models Trained on Code

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.204232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d60701b7-121a-4d5e-bf35-b2009a7fb60d · outbound

This paper cites Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory.

Survey of Specialized Large Language Model Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.209302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efa18323-8ec7-43bd-911b-c2577272e8e6 · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.213941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c77ac33-5ce9-4059-8040-0c12da270a95 · outbound

This paper cites SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression.

Survey of Specialized Large Language Model SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.218171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50b04559-03a7-4337-bf78-20cc9713d4c7 · outbound

This paper cites Mixture-of-LoRAs: An Efficient Multitask Tuning for Large Language Models.

Survey of Specialized Large Language Model Mixture-of-LoRAs: An Efficient Multitask Tuning for Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.222691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a01f976b-af6d-48d1-bc8b-f5119e791a00 · outbound

This paper cites MindFlow: Revolutionizing E-commerce Customer Support with Multimodal LLM Agents.

Survey of Specialized Large Language Model MindFlow: Revolutionizing E-commerce Customer Support with Multimodal LLM Agents

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.227474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2508b251-1ed1-4cf8-87d8-3812321e215f · outbound

This paper cites mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding.

Survey of Specialized Large Language Model mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.232031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afbf757d-1426-44c2-b6e0-87d77d50ddbf · outbound

This paper cites Lawyer LLaMA Technical Report.

Survey of Specialized Large Language Model Lawyer LLaMA Technical Report

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.236521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb245788-58dc-4483-b6cf-e43d528740d1 · outbound

This paper cites Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference.

Survey of Specialized Large Language Model Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.241139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 809c22b6-5b13-4569-98a5-6dca9624c947 · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:37:50.401804Z

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 ec786860-ac33-4c9e-a8dc-8e47744a1aef · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:37:50.386366Z

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 a8125748-6fb7-4e7c-94b4-adb610a3f454 · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:37:50.370368Z

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 c573219f-083e-46e3-8335-dba6a3981dd6 · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:37:50.354856Z

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 b0722bb2-f4e8-466b-8be2-dc28caab5077 · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:37:50.338948Z

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 27dc2c07-fde4-428a-8280-2135bf219aa1 · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:37:50.323893Z

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 c17c74a7-e428-49bf-b8f8-7e6789dc3595 · outbound

This paper cites MeLA: A Metacognitive LLM-Driven Architecture for Automatic Heuristic Design.

Survey of Specialized Large Language Model MeLA: A Metacognitive LLM-Driven Architecture for Automatic Heuristic Design

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:37:49.833717Z

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 6d8e9d14-85ff-45b2-be96-1c00acc76eea · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:37:50.309260Z

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 39303bb7-4ded-423b-ace4-0aa0e84e557a · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.282123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0024a105-4e7d-4e03-9b70-7bafe81b7f51 · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.286375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f917bbe-6326-4633-96c4-1551ac713e74 · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:37:50.272143Z

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 3a847e47-32ef-4eb2-875a-e477e207f27b · outbound

This paper cites Accurate KV Cache Quantization with Outlier Tokens Tracing.

Survey of Specialized Large Language Model Accurate KV Cache Quantization with Outlier Tokens Tracing

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.294686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 751a5c43-1934-497e-b372-d62e44390f34 · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:37:50.254224Z

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 d3a3c62a-32de-43c1-baeb-4d26cce7366f · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.303172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b731d246-78c4-44c5-94b2-ee0466365cb3 · outbound

This paper cites MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning.

Survey of Specialized Large Language Model MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.307488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e32def3-4d23-4a19-8a6a-01efb5724055 · outbound

This paper cites Self-Instruct: Aligning Language Models with Self-Generated Instructions.

Survey of Specialized Large Language Model Self-Instruct: Aligning Language Models with Self-Generated Instructions

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.312121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36a9f610-566c-4575-a3bb-613272bbe6b9 · outbound

This paper cites System 2 Attention (is something you might need too).

Survey of Specialized Large Language Model System 2 Attention (is something you might need too)

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.317014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 178e02c4-c7ff-4116-8e55-855cb533e64b · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.321544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 148e8baa-1dc2-483d-b57c-170d11ad9427 · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

Survey of Specialized Large Language Model BloombergGPT: A Large Language Model for Finance

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.326201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07b3b344-b238-4b8c-a297-7694556b1ccf · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:37:50.222535Z

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 2fa96aec-8e87-4357-88f3-3b6d84ec337a · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:37:50.206406Z

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 d8fb5cb7-ad5d-4bd7-ad86-7cda0ffd69a7 · outbound

This paper cites SA-MDKIF: A Scalable and Adaptable Medical Domain Knowledge Injection Framework for Large Language Models.

Survey of Specialized Large Language Model SA-MDKIF: A Scalable and Adaptable Medical Domain Knowledge Injection Framework for Large Language Models

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:37:49.660983Z

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 677e4150-f6d8-4374-b1cc-3e6218fc60fd · outbound

This paper cites EmoLLM: Multimodal Emotional Understanding Meets Large Language Models.

Survey of Specialized Large Language Model EmoLLM: Multimodal Emotional Understanding Meets Large Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.344142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4d3d5e3-2782-471f-8ba4-c1d2fdb03c75 · outbound

This paper cites InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning.

Survey of Specialized Large Language Model InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.348575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4246941e-f7b7-4da4-917d-72d43dd27562 · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.353479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49a81658-39dd-4b4c-901f-d1065dc2dcc6 · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.357701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5194a52a-5002-4009-8a4c-7ebf4bd9cb54 · outbound

This paper cites FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models.

Survey of Specialized Large Language Model FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.362440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d14bd868-6810-4d54-b9b2-e9797ae3a83c · outbound

This paper cites FinBERT-QA: Financial Question Answering with pre-trained BERT Language Models.

Survey of Specialized Large Language Model FinBERT-QA: Financial Question Answering with pre-trained BERT Language Models

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:37:49.518911Z

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 b14d3999-6333-4425-bf20-0f0cae87130a · outbound

This paper cites ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge.

Survey of Specialized Large Language Model ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.371783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 274fbcfb-4728-4b47-a668-3fa7aa176e83 · outbound

This paper cites GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models.

Survey of Specialized Large Language Model GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.376410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da16341b-c494-4853-94df-4ad3243798d7 · outbound

This paper cites Which shapes can appear in a Curve Shortening Flow Singularity?.

Survey of Specialized Large Language Model Which shapes can appear in a Curve Shortening Flow Singularity?

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:37:49.466652Z

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 1945636b-1300-4502-b7bc-b7025a34ab1e · outbound

This paper cites Stochastic approximation in infinite dimensions.

Survey of Specialized Large Language Model Stochastic approximation in infinite dimensions

Reference 50

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:37:49.444804Z

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 82d1e185-49a1-45f5-adae-6ad58eef8940 · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:37:50.182787Z

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 9c4e07d5-86b2-49ba-be80-951f2048df4e · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:37:50.169246Z

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 eff9e413-3b6e-4465-9d86-245eff1a1139 · outbound

This paper cites an unresolved cited work.

Survey of Specialized Large Language Model Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:37:50.153624Z

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.

Pith citing papers

Observation 9b2d34d0-89cf-4d71-8a2c-cf0fc03b0f5d · inbound

Q-RAG: Long Context Multi-step Retrieval via Value-based Embedder Training cites this paper.

Q-RAG: Long Context Multi-step Retrieval via Value-based Embedder Training Survey of Specialized Large Language Model

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-17T23:30:29.380641Z

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.