Paper Citation Record · LEDGER

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity

As of 14 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 2 inbound Pith citation observations for arXiv:2412.01572.

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

pith.paper-citation-record.v1
2412.01572 v4

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T04:22:12.764863Z

measured 29 of 29 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:08:23.043882Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T15:48:12.139228Z

Reference resolution

27 of 27 outbound references displayed

verified exact0
verified fuzzy0
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 963be9d2-a53b-4802-afd5-d6bd8100301d · outbound

This paper cites Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.646263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 228a96b6-062f-41b1-b105-7e7eb9d9c5c2 · outbound

This paper cites an unresolved cited work.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.651980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 646ac888-c337-4f10-8a75-f4440cacc92c · outbound

This paper cites an unresolved cited work.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.656516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c84ea260-792b-47ba-b443-6044dbfdf33d · outbound

This paper cites Scaling Instruction-Finetuned Language Models.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Scaling Instruction-Finetuned Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.660956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b94b7726-33de-4797-85b9-0029a9394f9a · outbound

This paper cites an unresolved cited work.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.666348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b722eaa-7732-445c-a5b6-29e6632dc71f · outbound

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

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.670859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b561c331-8fe7-4475-a853-d3609eda4d6c · outbound

This paper cites Active Retrieval Augmented Generation.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Active Retrieval Augmented Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.675833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3b0cbe7-2403-4d6d-8f61-7cebeabf73ad · outbound

This paper cites an unresolved cited work.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.680297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6905d450-5840-4ed6-936e-e5801b689b02 · outbound

This paper cites an unresolved cited work.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.685475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fd39cc8-3673-445b-a835-336532b0cb48 · outbound

This paper cites an unresolved cited work.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:22:13.234392Z

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 41fc40a9-5414-4b0e-a782-caa416300c80 · outbound

This paper cites Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.694333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 548db5ef-0c77-4c89-8969-61ccaf247eb7 · outbound

This paper cites an unresolved cited work.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:22:13.222651Z

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 706aaad3-bed1-4b52-abff-ba21f1eff3da · outbound

This paper cites u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.703547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07d2b6b5-ec85-42d1-b88e-84e108a31de4 · outbound

This paper cites an unresolved cited work.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.707767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7fef2ab-138c-41e8-b9d6-80915de37590 · outbound

This paper cites an unresolved cited work.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.712078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47aa49cb-641f-495e-9d7d-683c0155f259 · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.716487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e12d2fd1-b097-49bc-8702-9a92d5d93912 · outbound

This paper cites an unresolved cited work.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:22:13.201762Z

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 5b039312-b4a7-43e4-ad0d-c1292dc27c81 · outbound

This paper cites Linear Attention Sequence Parallelism.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Linear Attention Sequence Parallelism

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.725910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31aa8907-4d1c-4a96-b12e-5d7b43ccf895 · outbound

This paper cites CO2: Efficient Distributed Training with Full Communication-Computation Overlap.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity CO2: Efficient Distributed Training with Full Communication-Computation Overlap

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.730369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 499536bd-1424-4d24-abc4-b5db70f82f82 · outbound

This paper cites Sutton and A.G.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Sutton and A.G

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.734773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70ed2735-ea42-4488-8b4d-f6f8bde3ce03 · outbound

This paper cites Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.739090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b732a4e-ccd2-4770-ba64-36566c330f66 · outbound

This paper cites an unresolved cited work.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.743264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f59df666-3a9c-4bc8-a640-4639cf032911 · outbound

This paper cites an unresolved cited work.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.747378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1957ff7-4737-4b6c-9478-cc5b68c94654 · outbound

This paper cites SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.751530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caca4f58-1cf2-4afa-a612-c01acfa38706 · outbound

This paper cites an unresolved cited work.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:22:13.187769Z

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 e0d2c7cd-e9fd-499a-bf4d-a0c7ead88033 · outbound

This paper cites online" 'onlinestring :=.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity online" 'onlinestring :=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.759976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8d6c9b6-0760-4ffa-9a28-5a65fc524cde · outbound

This paper cites write newline.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity write newline

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.764863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation dcfd2a54-5cae-4573-8f0e-fa1146cf2f20 · inbound

KABB: Knowledge-Aware Bayesian Bandits for Dynamic Expert Coordination in Multi-Agent Systems cites this paper.

KABB: Knowledge-Aware Bayesian Bandits for Dynamic Expert Coordination in Multi-Agent Systems MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-08T13:08:23.043882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 610fabb6-995a-43ef-8115-9a40e04ac954 · inbound

Feedback-Induced Performance Decline in LLM-Based Decision-Making cites this paper.

Feedback-Induced Performance Decline in LLM-Based Decision-Making MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity

Reference 22

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T15:48:12.143783Z

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.