Paper Citation Record · LEDGER

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning

As of 7 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2410.13181.

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

pith.paper-citation-record.v1
2410.13181 v3

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-23T18:46:08.566035Z

measured 34 of 34 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

34 of 34 outbound references displayed

verified exact28
verified fuzzy2
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e429587b-939e-4991-8743-aaba8dc613fd · outbound

This paper cites URL: " 'urlintro :=.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning URL: " 'urlintro :=

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T07:46:05.630564Z

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 56d0f8f7-2734-42e3-be7a-79a3e1d98613 · outbound

This paper cites write newline.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning write newline

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T07:46:05.622888Z

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 7526236e-3658-47a5-a657-7334850937c6 · outbound

This paper cites GPT-4 Technical Report.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning GPT-4 Technical Report

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-23T18:48:20.411980Z

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 57b61a8d-4d13-4bf3-8ac5-625a0d0512ab · outbound

This paper cites Learning From Mistakes Makes LLM Better Reasoner.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Learning From Mistakes Makes LLM Better Reasoner

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:48:20.417466Z

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 5d47d12f-e483-47f5-84c7-05b5f1fc9d0c · outbound

This paper cites PaLM 2 Technical Report.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning PaLM 2 Technical Report

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-23T18:48:20.428198Z

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 03c35dec-8060-47b6-8b48-3f4de20a3a33 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Training Verifiers to Solve Math Word Problems

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-23T18:48:20.453557Z

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 4e491efb-965e-495b-b662-53a1d17bd384 · outbound

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

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-23T18:48:20.437256Z

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 e4d90de2-794d-40e2-94c8-fb37dcaae62a · outbound

This paper cites PAL: Program-aided Language Models.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning PAL: Program-aided Language Models

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-23T18:48:20.443758Z

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 4bd77b1f-166c-46a3-afd3-8d6de6b2468e · outbound

This paper cites Overconfidence is Key: Verbalized Uncertainty Evaluation in Large Language and Vision-Language Models.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Overconfidence is Key: Verbalized Uncertainty Evaluation in Large Language and Vision-Language Models

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:48:20.407450Z

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 c7951443-88bb-4fab-aa43-915f8e14bea4 · outbound

This paper cites an unresolved cited work.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-24T07:46:05.634376Z

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 ddcb5505-9dee-4c11-89fd-2df2410edbb7 · outbound

This paper cites Making Large Language Models Better Reasoners with Step-Aware Verifier.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:48:20.422977Z

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 878a0f51-942e-4f8e-9a66-e8fd01a08ae7 · outbound

This paper cites MixKD: Towards Efficient Distillation of Large-scale Language Models.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning MixKD: Towards Efficient Distillation of Large-scale Language Models

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:48:20.448896Z

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 651f216c-1573-4bd6-ae68-d218a4d9ab1e · outbound

This paper cites an unresolved cited work.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-24T07:46:05.638664Z

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 de63c500-4e7b-4470-98a1-846d0c73d5cb · outbound

This paper cites AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-23T18:48:20.464938Z

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 c8aaf6b5-7891-46e6-9b0d-e6895812adf7 · outbound

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

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-05-23T18:48:20.479588Z

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 16c9d560-9698-43ac-9b70-cd41016aac05 · outbound

This paper cites AutoMix: Automatically Mixing Language Models.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning AutoMix: Automatically Mixing Language Models

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:48:20.470333Z

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 d5539978-281b-44db-bfb8-6cc68de3e8b5 · outbound

This paper cites A Diverse Corpus for Evaluating and Developing English Math Word Problem Solvers.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning A Diverse Corpus for Evaluating and Developing English Math Word Problem Solvers

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:48:20.391150Z

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 862bb119-7efa-44a7-b9c1-656fa8f90b60 · outbound

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

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Are NLP Models really able to Solve Simple Math Word Problems?

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-23T18:48:20.459026Z

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 5fcd7752-3783-450c-a7eb-f6a37fb375dd · outbound

This paper cites Solving General Arithmetic Word Problems.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Solving General Arithmetic Word Problems

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-05-23T18:48:20.484949Z

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 b4012ad1-5d85-4e2c-9d01-0df1bc3e09c4 · outbound

This paper cites Learning to Decode Collaboratively with Multiple Language Models.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Learning to Decode Collaboratively with Multiple Language Models

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:48:20.396667Z

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 4d980065-11e5-4eeb-a5f4-6007c677edae · outbound

This paper cites Small LLMs Are Weak Tool Learners: A Multi-LLM Agent.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Small LLMs Are Weak Tool Learners: A Multi-LLM Agent

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:48:20.475285Z

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 a4461cf1-eab6-4e0c-b52c-b5667a8ad2c0 · outbound

This paper cites Retrieved In-Context Principles from Previous Mistakes.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Retrieved In-Context Principles from Previous Mistakes

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-26T02:02:25.304415Z

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 36121ed5-acc3-46a6-b539-bda76c52816c · outbound

This paper cites Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:48:20.518662Z

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 dbb92952-c4f8-4f85-93ef-8aa441387900 · outbound

This paper cites Can LLMs Learn from Previous Mistakes? Investigating LLMs' Errors to Boost for Reasoning.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Can LLMs Learn from Previous Mistakes? Investigating LLMs' Errors to Boost for Reasoning

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:48:20.505970Z

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 de2e99fe-21b9-44a8-b68e-684b11eb65da · outbound

This paper cites an unresolved cited work.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-05-24T07:46:05.615610Z

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 ebce67f4-bfa5-497f-b4d9-cf4dd332b1c7 · outbound

This paper cites Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agents.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agents

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:48:20.386266Z

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 51bc63a4-b000-4d06-af0c-9d9733cfc7d5 · outbound

This paper cites Democratizing Reasoning Ability: Tailored Learning from Large Language Model.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Democratizing Reasoning Ability: Tailored Learning from Large Language Model

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:48:20.362543Z

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 6a508150-fc4f-492a-bcde-f2208ef1d15b · outbound

This paper cites an unresolved cited work.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-05-24T07:46:05.619294Z

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 c970cf97-a06b-4837-af2c-7bdf3ff14ff1 · outbound

This paper cites Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-05-23T18:48:20.489766Z

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 5fcd06d9-c437-4e48-b1d7-af849c6a383a · outbound

This paper cites Can We Trust LLMs? Mitigate Overconfidence Bias in LLMs through Knowledge Transfer.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Can We Trust LLMs? Mitigate Overconfidence Bias in LLMs through Knowledge Transfer

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:48:20.495069Z

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 e15215bb-2977-40be-9adc-111a73415858 · outbound

This paper cites Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:48:20.500200Z

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 4a4ba996-03d1-4484-bb7d-e04901bc8f38 · outbound

This paper cites HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-05-23T18:48:20.368155Z

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 b19ab3e1-aa30-4288-921d-0ef38c832605 · outbound

This paper cites Agent Lumos: Unified and Modular Training for Open-Source Language Agents.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Agent Lumos: Unified and Modular Training for Open-Source Language Agents

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:48:20.375266Z

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 71ac5987-0f99-4f85-b761-334a729c6cfc · outbound

This paper cites In-Context Principle Learning from Mistakes.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning In-Context Principle Learning from Mistakes

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:48:20.381208Z

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.

Pith citing papers

No inbound Pith citation observations are available.