Paper Citation Record · LEDGER

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator

As of 14 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2412.09280.

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

pith.paper-citation-record.v1
2412.09280 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:11:09.285941Z

measured 30 of 30 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

30 of 30 outbound references displayed

verified exact0
verified fuzzy1
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9b5f4bb3-4738-4c09-ab9f-d4069aa7e04d · outbound

This paper cites an unresolved cited work.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:08.909495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7760aeb8-0223-4161-a922-05c816f30981 · outbound

This paper cites PaLM 2 Technical Report.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator PaLM 2 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:08.915839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dd438a8-0388-43d9-b870-7431add9d6c1 · outbound

This paper cites Language Models are Few-Shot Learners.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator Language Models are Few-Shot Learners

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:08.922120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 365f9dd0-c7aa-477e-9fe0-5c2392ee5d74 · outbound

This paper cites Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.112231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39b0b5bb-bec4-4ca5-ab4d-ff6161f99bbc · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator Training Verifiers to Solve Math Word Problems

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.118094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f264d6f-b85c-4601-99ec-28c77c127eac · outbound

This paper cites Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.123540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09533c2e-5ceb-45b0-8a18-76a3f62062c0 · outbound

This paper cites A Survey on In-context Learning.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator A Survey on In-context Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.130903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bf201f8-6681-4634-b04a-db8e7bd31ba7 · outbound

This paper cites Towards Analyzing and Understanding the Limitations of DPO: A Theoretical Perspective.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator Towards Analyzing and Understanding the Limitations of DPO: A Theoretical Perspective

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.137472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaa23b01-6c75-47e4-9e2f-eea072bd4fcd · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator LoRA: Low-Rank Adaptation of Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.143065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e139175-03fd-4d0d-bcd4-04e9167f2f37 · outbound

This paper cites an unresolved cited work.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.148580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d132989c-fcf8-4602-9f40-114fcca826d3 · outbound

This paper cites Continual Pre-training of Language Models.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator Continual Pre-training of Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.156595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8096b333-56ea-4d19-8964-85438275a7b7 · outbound

This paper cites Language Models can Solve Computer Tasks.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator Language Models can Solve Computer Tasks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.164649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11025b06-bea9-4659-8c8f-391c1174783a · outbound

This paper cites SciAgent: Tool-augmented Language Models for Scientific Reasoning.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator SciAgent: Tool-augmented Language Models for Scientific Reasoning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.171919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2ec4b08-e611-4816-97f7-b3c43bc408bc · outbound

This paper cites Large Language Models as Tax Attorneys: A Case Study in Legal Capabilities Emergence.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator Large Language Models as Tax Attorneys: A Case Study in Legal Capabilities Emergence

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.179374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5f02095-4e76-479c-87eb-94445b75673f · outbound

This paper cites Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.185665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04e04104-77b6-4adb-9aa2-46970c08d27f · outbound

This paper cites Direct Preference Optimization: Your Language Model is Secretly a Reward Model.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.191564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4100870-c8e2-473a-acd3-267c79d20502 · outbound

This paper cites an unresolved cited work.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.197776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e0a4357-4092-4398-99e9-bcb30d4fd232 · outbound

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

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.204768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9871d5db-5db7-4daf-af01-8c14726f7ee5 · outbound

This paper cites Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.211699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b4989e5-0c1c-4a58-ab47-1f1b0c0e0db7 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.218018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1f7683e-7645-470b-b6bd-ee2e8ec93b66 · outbound

This paper cites Baichuan 2: Open Large-scale Language Models.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator Baichuan 2: Open Large-scale Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.230175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90c32248-da92-4402-935a-540346d13ae9 · outbound

This paper cites Qwen2 Technical Report.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator Qwen2 Technical Report

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.236002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92b6b8f6-088b-496b-8079-e207d8396eb7 · outbound

This paper cites an unresolved cited work.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.242780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc2c74b2-b3db-454d-b8ab-24a7d276e764 · outbound

This paper cites https://github.com/zhihaiLLM/wisdomInterrogatory wisdominterrogatory.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator https://github.com/zhihaiLLM/wisdomInterrogatory wisdominterrogatory

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:11:10.040735Z

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.

Observation 5ef239bd-cf27-44d0-8a5d-b58e6c8f8247 · outbound

This paper cites HuatuoGPT, towards Taming Language Model to Be a Doctor.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.253877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2274fddc-1400-4071-acbc-bdfad19846bd · outbound

This paper cites FinanceMath: Knowledge-Intensive Math Reasoning in Finance Domains.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator FinanceMath: Knowledge-Intensive Math Reasoning in Finance Domains

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.259986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb5057e5-8f9e-46de-8cec-6bffb18e8d6a · outbound

This paper cites LawGPT: A Chinese Legal Knowledge-Enhanced Large Language Model.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator LawGPT: A Chinese Legal Knowledge-Enhanced Large Language Model

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.266528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 970f5fa1-0e91-4908-8db5-2ccab7ce9683 · outbound

This paper cites Investigating Continual Pretraining in Large Language Models: Insights and Implications.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator Investigating Continual Pretraining in Large Language Models: Insights and Implications

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.272092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12867dcb-fb2e-4d49-aee8-b34a4462239a · outbound

This paper cites online" 'onlinestring :=.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator online" 'onlinestring :=

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.279008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c63e57e-1a5b-49dd-bef8-7757812fb785 · outbound

This paper cites write newline.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator write newline

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.285941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.