Paper Citation Record · LEDGER

TAPO: Task-Referenced Adaptation for Prompt Optimization

As of 12 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2501.06689.

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

pith.paper-citation-record.v1
2501.06689 v3

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:57:57.351798Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

37 of 37 outbound references displayed

verified exact1
verified fuzzy9
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3f023041-1a13-40cf-9f97-8512b471c7d3 · outbound

This paper cites A Survey of Large Language Models.

TAPO: Task-Referenced Adaptation for Prompt Optimization A Survey of Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.204584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8a47a52-bd68-49dc-bec2-5375490bf66d · outbound

This paper cites Large Language Models Are Human-Level Prompt Engineers.

TAPO: Task-Referenced Adaptation for Prompt Optimization Large Language Models Are Human-Level Prompt Engineers

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.209794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db62fc0d-8277-4df0-928e-0e4ee1865dc4 · outbound

This paper cites TEMPERA: Test-Time Prompting via Reinforcement Learning.

TAPO: Task-Referenced Adaptation for Prompt Optimization TEMPERA: Test-Time Prompting via Reinforcement Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.214519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce491cec-002a-4be4-9849-791a67f5aeb8 · outbound

This paper cites Selective Annotation Makes Language Models Better Few-Shot Learners.

TAPO: Task-Referenced Adaptation for Prompt Optimization Selective Annotation Makes Language Models Better Few-Shot Learners

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.219130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5015de3-dd5c-46fa-924a-474c8af93ccd · outbound

This paper cites Automatic Chain of Thought Prompting in Large Language Models.

TAPO: Task-Referenced Adaptation for Prompt Optimization Automatic Chain of Thought Prompting in Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.223686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dbaf967-916d-481c-bd3a-7dc686e5df20 · outbound

This paper cites Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution.

TAPO: Task-Referenced Adaptation for Prompt Optimization Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.228068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b9de0e8-0556-425d-a29f-0dc540e73cbe · outbound

This paper cites Eliciting Human Preferences with Language Models.

TAPO: Task-Referenced Adaptation for Prompt Optimization Eliciting Human Preferences with Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.232588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdab32b4-89be-4f94-a7ed-5b2fe2c5ec82 · outbound

This paper cites Machine Translation with Large Language Models: Prompt Engineering for Persian, English, and Russian Directions.

TAPO: Task-Referenced Adaptation for Prompt Optimization Machine Translation with Large Language Models: Prompt Engineering for Persian, English, and Russian Directions

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:57:57.851676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bed22a47-5f96-4ab6-9e0a-db937800109c · outbound

This paper cites Learning to solve arithmetic word problems with verb categorization,.

TAPO: Task-Referenced Adaptation for Prompt Optimization Learning to solve arithmetic word problems with verb categorization,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:57:58.064779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e0585452-8361-4a80-990e-73c4e9183963 · outbound

This paper cites Solving General Arithmetic Word Problems.

TAPO: Task-Referenced Adaptation for Prompt Optimization Solving General Arithmetic Word Problems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.244666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d3068c4-0f41-48ba-8e69-1626d8eedadd · outbound

This paper cites Parsing algebraic word problems into equations,.

TAPO: Task-Referenced Adaptation for Prompt Optimization Parsing algebraic word problems into equations,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:57:58.051959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 786ec855-78fc-49bf-8966-0defde8d8956 · outbound

This paper cites Are NLP Models really able to Solve Simple Math Word Problems?.

TAPO: Task-Referenced Adaptation for Prompt Optimization Are NLP Models really able to Solve Simple Math Word Problems?

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.253032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1ab0ca7-4e95-4206-a6a9-7073807e8e8a · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

TAPO: Task-Referenced Adaptation for Prompt Optimization Training Verifiers to Solve Math Word Problems

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.257834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0df76838-29dd-462a-9686-812e9eef82e6 · outbound

This paper cites Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them.

TAPO: Task-Referenced Adaptation for Prompt Optimization Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.261868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f618c1d-46b5-4f77-9c70-c9f6d7af3caf · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

TAPO: Task-Referenced Adaptation for Prompt Optimization Chain-of-thought prompting elicits reasoning in large language models,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.265588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48bd574a-f133-46a3-a46f-b376c212ff4a · outbound

This paper cites Prompt Engineering a Prompt Engineer.

TAPO: Task-Referenced Adaptation for Prompt Optimization Prompt Engineering a Prompt Engineer

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.269171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e86a117e-311d-4541-98d8-2363c75d15d9 · outbound

This paper cites Gpt-3.5 turbo model documentation,.

TAPO: Task-Referenced Adaptation for Prompt Optimization Gpt-3.5 turbo model documentation,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:57:58.031212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2b8c105a-0ff5-45c0-bdab-efbbc9bef7b3 · outbound

This paper cites GPT-4o System Card.

TAPO: Task-Referenced Adaptation for Prompt Optimization GPT-4o System Card

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.276383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ea3741b-e87c-4291-8d84-3a1445c427f5 · outbound

This paper cites The Llama 3 Herd of Models.

TAPO: Task-Referenced Adaptation for Prompt Optimization The Llama 3 Herd of Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.280108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 438feaf7-c3a7-4a58-a5fa-27e19e30d9c5 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

TAPO: Task-Referenced Adaptation for Prompt Optimization Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.283958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 930562fb-262f-4fe2-9576-9fe6b792d7e0 · outbound

This paper cites Language models are unsupervised multitask learners,.

TAPO: Task-Referenced Adaptation for Prompt Optimization Language models are unsupervised multitask learners,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.287798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9e0e4b7-baae-4226-9d20-5b52840e2e83 · outbound

This paper cites Agentir: 1st workshop on agent-based information retrieval,.

TAPO: Task-Referenced Adaptation for Prompt Optimization Agentir: 1st workshop on agent-based information retrieval,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:57:58.009674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1763a815-8c84-44a2-81bf-285f7fcb0fe9 · outbound

This paper cites Agent4Ranking: Semantic Robust Ranking via Personalized Query Rewriting Using Multi-agent LLM.

TAPO: Task-Referenced Adaptation for Prompt Optimization Agent4Ranking: Semantic Robust Ranking via Personalized Query Rewriting Using Multi-agent LLM

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.295476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 389c37ed-4bab-477c-927d-682f32cbeb24 · outbound

This paper cites Bridging relevance and reasoning: Rationale distillation in retrieval-augmented generation,.

TAPO: Task-Referenced Adaptation for Prompt Optimization Bridging relevance and reasoning: Rationale distillation in retrieval-augmented generation,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.299393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccfd6b27-d8c3-4228-ae77-6c1767a7117e · outbound

This paper cites G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models.

TAPO: Task-Referenced Adaptation for Prompt Optimization G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.303315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc09719e-d048-4440-9ccb-1908200242bd · outbound

This paper cites SyNeg: LLM-Driven Synthetic Hard-Negatives for Dense Retrieval.

TAPO: Task-Referenced Adaptation for Prompt Optimization SyNeg: LLM-Driven Synthetic Hard-Negatives for Dense Retrieval

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.307405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d934965-6c4f-4ad8-a2d9-08fe42313ac8 · outbound

This paper cites MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion.

TAPO: Task-Referenced Adaptation for Prompt Optimization MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.311452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b4af15d-f18e-4548-b6fa-8d6ef921e42e · outbound

This paper cites When moe meets llms: Parameter efficient fine-tuning for multi-task medical applications,.

TAPO: Task-Referenced Adaptation for Prompt Optimization When moe meets llms: Parameter efficient fine-tuning for multi-task medical applications,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:57:57.996449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5bf60ac7-6766-4ef2-ab7a-89867eb8baae · outbound

This paper cites Llm-esr: Large language models enhancement for long-tailed sequential recommendation,.

TAPO: Task-Referenced Adaptation for Prompt Optimization Llm-esr: Large language models enhancement for long-tailed sequential recommendation,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:57:57.984358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2c29968a-5eae-4828-90a6-26bbadba1325 · outbound

This paper cites Hamur: Hyper adapter for multi-domain recommendation,.

TAPO: Task-Referenced Adaptation for Prompt Optimization Hamur: Hyper adapter for multi-domain recommendation,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:57:57.971827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1157c6b6-1827-454e-a222-8a3fe8c5164b · outbound

This paper cites Hierrec: Scenario-aware hierarchical modeling for multi-scenario recommendations,.

TAPO: Task-Referenced Adaptation for Prompt Optimization Hierrec: Scenario-aware hierarchical modeling for multi-scenario recommendations,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:57:57.959671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 55ad6b5a-3c81-4e23-b1c6-a38b55424f89 · outbound

This paper cites D3: A methodological exploration of domain division, modeling, and balance in multi-domain recommendations,.

TAPO: Task-Referenced Adaptation for Prompt Optimization D3: A methodological exploration of domain division, modeling, and balance in multi-domain recommendations,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:57:57.946284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5c93207a-a107-43aa-b548-b6075042177b · outbound

This paper cites Scenario-wise rec: A multi-scenario recommendation benchmark,.

TAPO: Task-Referenced Adaptation for Prompt Optimization Scenario-wise rec: A multi-scenario recommendation benchmark,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.335312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93b1f11d-d6f7-415c-9b9a-7d7733184e1e · outbound

This paper cites Large Language Model Enhanced Recommender Systems: A Survey.

TAPO: Task-Referenced Adaptation for Prompt Optimization Large Language Model Enhanced Recommender Systems: A Survey

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.339073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4805968-4bf5-4b99-887c-d574c4096d86 · outbound

This paper cites LLM-Powered User Simulator for Recommender System.

TAPO: Task-Referenced Adaptation for Prompt Optimization LLM-Powered User Simulator for Recommender System

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.343470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 578c3166-080e-4c40-b478-5d9a0c485158 · outbound

This paper cites RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning.

TAPO: Task-Referenced Adaptation for Prompt Optimization RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.347711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13e9e4b2-5e41-4ea5-a9b3-af2e065d6df2 · outbound

This paper cites Large Language Models to Enhance Bayesian Optimization.

TAPO: Task-Referenced Adaptation for Prompt Optimization Large Language Models to Enhance Bayesian Optimization

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:57.351798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.