Paper Citation Record · LEDGER

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length

As of 7 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 1 inbound Pith citation observation for arXiv:2506.10525.

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

pith.paper-citation-record.v1
2506.10525 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:30:43.732528Z

measured 61 of 61 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-12T08:40:40.910461Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T08:40:41.966992Z

Reference resolution

60 of 60 outbound references displayed

verified exact0
verified fuzzy1
unresolved59
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a6d41adf-9003-4efc-96ae-f4abbe5d2c83 · outbound

This paper cites GPT-4 Technical Report.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.300900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 085ca784-ec07-4589-b0cc-2bf9fe381f41 · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:30:44.278749Z

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 181e9b3c-fc3a-4b65-9044-177b531fd61c · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:30:44.268418Z

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 56bbef96-b376-4315-a59a-d1194ce03380 · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:30:44.258973Z

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 080400c4-9199-44c4-80eb-043eaab6b485 · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:30:44.249433Z

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 58c29299-0afa-46c1-91e1-7908038b11d8 · outbound

This paper cites ComplexityNet: Increasing LLM Inference Efficiency by Learning Task Complexity.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length ComplexityNet: Increasing LLM Inference Efficiency by Learning Task Complexity

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.582129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d69930fc-f4f2-4837-a143-7100ec5c7fe3 · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.585439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25feb3ce-8b89-42e1-bcae-079939d47858 · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:30:44.233221Z

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 d7019c4b-ba3f-410e-a2fa-98961a55c0e3 · outbound

This paper cites MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code Generation.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code Generation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.590827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92d62d8b-3b14-4b96-9898-2fe10eef2b7a · outbound

This paper cites FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.593849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edd0a937-333b-4642-9e55-eb752022975f · outbound

This paper cites Evaluating Large Language Models Trained on Code.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Evaluating Large Language Models Trained on Code

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.597123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce330976-62e4-4c45-a122-be0549cd89c5 · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:30:44.223518Z

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 7c2eb538-bc52-4b94-8ea3-f5488ab8d1b7 · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.602644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b262a59-c24a-4bd7-bf3f-1c216af475e9 · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:30:44.207216Z

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 53f4c308-0197-49a2-8071-825db8eaee08 · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:30:44.196873Z

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 93b1f274-69b1-47fd-bce9-1788d8f777be · outbound

This paper cites CodeBERT: A Pre-Trained Model for Programming and Natural Languages.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.610078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 245272a0-dde3-41bd-aa09-5c90b0a76eb9 · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:30:44.186016Z

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 a6d507ab-7111-45cc-a462-6226fcbe8cfb · outbound

This paper cites The Llama 3 Herd of Models.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length The Llama 3 Herd of Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.615874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4ca2098-8333-409f-adec-9f7189fac41e · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.618685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b034d4d6-8ffc-4734-bf5e-47a1c9d05c2b · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.621198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b407d3de-efad-4227-b031-c7652a78dd28 · outbound

This paper cites Language Model Cascades: Token-level uncertainty and beyond.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Language Model Cascades: Token-level uncertainty and beyond

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.623890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b89f800a-d10e-49e1-af3a-f17bcfa6d4ea · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:30:44.176154Z

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 5e4780ae-9de9-4892-a7e0-2ad823c7d0ec · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:30:44.166461Z

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 740f8f4d-9ffc-40a9-aaa6-3bf02bc37561 · outbound

This paper cites Qwen2.5-Coder Technical Report.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Qwen2.5-Coder Technical Report

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.631402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7a7b159-4077-40c5-8c41-283cbaa1fa1c · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.634336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38c27a63-7aab-4904-91fd-52fa2f6f72cc · outbound

This paper cites LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.639675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5b5bbf8-09d7-4c79-b561-3896ca3d8954 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.642302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d98c8f2-cb62-4d1f-9b53-0535dd8758cc · outbound

This paper cites Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code?.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code?

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.645255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c84b1aed-5527-4a07-99d0-31ba94f60efd · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.648066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff3db786-fd0f-452c-a8b1-029ef1b21dd0 · outbound

This paper cites DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.650633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f0b7629-f38b-47a7-aa3a-d9435ac079ba · outbound

This paper cites DeepSeek-V3 Technical Report.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length DeepSeek-V3 Technical Report

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.653562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce55d222-9e74-4001-9191-381bc053aa64 · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.656174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e68e30d-277c-49e1-95bf-b374a7ea367d · outbound

This paper cites FullStack Bench: Evaluating LLMs as Full Stack Coders.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length FullStack Bench: Evaluating LLMs as Full Stack Coders

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.658947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f044a43-55fa-4252-a4d9-595f70fb8249 · outbound

This paper cites StarCoder 2 and The Stack v2: The Next Generation.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length StarCoder 2 and The Stack v2: The Next Generation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.661632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd49d803-f4e7-4f44-9eed-4e88660907a9 · outbound

This paper cites WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.664154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32edd287-44c9-4c67-aa65-b888d08bd87a · outbound

This paper cites When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.667045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42128702-f35f-4589-9f32-d278006f71c6 · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:30:44.142156Z

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 00982c16-3aa2-4f64-8f00-cafb8c3066b7 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Representation Learning with Contrastive Predictive Coding

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.672608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 319037ad-95de-44ac-a5e9-e9c2444920c2 · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:30:44.131542Z

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 3c311e54-140c-401e-b012-4c4ab196a9b8 · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:30:44.122150Z

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 3e780167-c7f0-458a-8aa0-4d5f37817028 · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:30:44.112956Z

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 2ff70853-156d-4456-9d79-edd42e2d9209 · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.682950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bb8b34d-2271-4f63-932d-c787bf8e5539 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Code Llama: Open Foundation Models for Code

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.685864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b92a9bf-855c-4519-9e93-e78c559616f0 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.689526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e32e607b-e44d-4e50-87db-0ff058070d3b · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Gemma: Open Models Based on Gemini Research and Technology

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.692536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b930f33c-fd93-46a0-9a66-acd38f40e671 · outbound

This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.695588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b23d8fb-f22b-4b5e-b1c4-9cdf380063ca · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:30:44.097420Z

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 e9643e6f-418d-45ef-adfa-f068a8990bea · outbound

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

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.701638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25c25e3a-7ab5-4e77-957f-277fca33f16d · outbound

This paper cites Selection of Prompt Engineering Techniques for Code Generation through Predicting Code Complexity.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Selection of Prompt Engineering Techniques for Code Generation through Predicting Code Complexity

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.704737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f20e54fe-6374-44c8-b590-6e6eb016213e · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.707591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cfef98e-b375-4b95-8323-89889a61895d · outbound

This paper cites an unresolved cited work.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:30:44.071763Z

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 b8d7e6f9-d2ad-41d4-9f89-a20754e104b0 · outbound

This paper cites Qwen2.5 Technical Report.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Qwen2.5 Technical Report

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:43.715452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3de8bf67-c0f0-4809-8d89-109eea562b45 · outbound

This paper cites Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement

Reference 53

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This paper cites Yi: Open Foundation Models by 01.AI.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Yi: Open Foundation Models by 01.AI

Reference 54

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This paper cites MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

Reference 55

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This paper cites Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning

Reference 56

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AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:30:44.060622Z

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This paper cites DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

Reference 58

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This paper cites InProceedings of the 44th International Conference on Software Engineering.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length InProceedings of the 44th International Conference on Software Engineering

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:30:44.081970Z

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Observation 833ed143-18c0-4c71-a32b-3604d6225d84 · outbound

This paper cites Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity.

AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity

Reference 2024

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Pith citing papers

Observation 3ccab821-797d-4115-8d18-3b5c0b0c7ee5 · inbound

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models cites this paper.

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length

Reference 122

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:40:41.969888Z

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