Paper Citation Record · LEDGER

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion

As of 8 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2507.02595.

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

pith.paper-citation-record.v1
2507.02595 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:33:27.950709Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

25 of 25 outbound references displayed

verified exact1
verified fuzzy15
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ee28941f-1470-4732-a443-6a701479348f · outbound

This paper cites write newline.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T20:33:25.610779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9769ed81-c868-4115-a94f-e940e0998d1b · outbound

This paper cites Concept-Level Explainability for Auditing & Steering LLM Responses.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion Concept-Level Explainability for Auditing & Steering LLM Responses

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T20:33:25.666132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08d7f2ec-e936-4ea2-ac44-e0d61702849d · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion Constitutional AI: Harmlessness from AI Feedback

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T20:33:25.814421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81da6dec-7228-4dd2-8011-35a1019c8076 · outbound

This paper cites More than a Glitch: Confronting Race, Gender, and Ability Bias in Tech.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion More than a Glitch: Confronting Race, Gender, and Ability Bias in Tech

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:33:31.925653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3f88de91-2b3b-4940-80db-e6b63800afc1 · outbound

This paper cites Reinforcement Learning from Multi-role Debates as Feedback for Bias Mitigation in LLMs.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion Reinforcement Learning from Multi-role Debates as Feedback for Bias Mitigation in LLMs

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T20:33:26.058136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f723d7e9-5fe0-4341-8211-802b6339b2fc · outbound

This paper cites Bold: Dataset and metrics for measuring biases in open-ended language generation.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion Bold: Dataset and metrics for measuring biases in open-ended language generation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:33:31.716873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0b358151-220a-4184-891c-db43ff96f33c · outbound

This paper cites Documenting large webtext corpora: A case study on the colossal clean crawled corpus.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion Documenting large webtext corpora: A case study on the colossal clean crawled corpus

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:33:31.451243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 379ec778-137a-4bcc-841c-88d3d42fe167 · outbound

This paper cites and Goldberg, Y.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion and Goldberg, Y

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:33:31.199470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4bd45f38-d7f7-4b20-b71b-e40a78c66248 · outbound

This paper cites O., Rossi, R.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion O., Rossi, R

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:33:30.994850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3b112290-423f-463c-adf8-4e026449603e · outbound

This paper cites 252253Race and Gender.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion 252253Race and Gender

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T20:33:26.751677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab5a2319-c4e7-4c87-84b2-3504f1f2f2f3 · outbound

This paper cites an unresolved cited work.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:33:30.820840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 07b9610a-a296-4651-a10c-8b6eb51da10c · outbound

This paper cites SAGED : A holistic bias-benchmarking pipeline for language models with customisable fairness calibration.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion SAGED : A holistic bias-benchmarking pipeline for language models with customisable fairness calibration

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:33:30.669342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e2383844-3fb4-4a0f-a5b1-ae91e5ec3fe0 · outbound

This paper cites CTRL sum: Towards generic controllable text summarization.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion CTRL sum: Towards generic controllable text summarization

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:33:30.516905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 58cf609b-8c27-412d-abc3-1a6686e4f155 · outbound

This paper cites Reasoning Towards Fairness: Mitigating Bias in Language Models through Reasoning-Guided Fine-Tuning.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion Reasoning Towards Fairness: Mitigating Bias in Language Models through Reasoning-Guided Fine-Tuning

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:33:28.144233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 13e5cf1d-2254-42eb-b007-1c9bd611f420 · outbound

This paper cites R., Rockt\" a schel, T., and Perez, E.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion R., Rockt\" a schel, T., and Perez, E

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:33:30.307755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3262124e-3d4c-4455-9015-6c513068cda0 · outbound

This paper cites S., Reid, M., Matsuo, Y., and Iwasawa, Y.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion S., Reid, M., Matsuo, Y., and Iwasawa, Y

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:33:29.942520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5ab95156-93b9-4c01-aedf-756bd094cebf · outbound

This paper cites Sustainable modular debiasing of language models.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion Sustainable modular debiasing of language models

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:33:29.587157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4ba29f2e-87bd-4e0f-9496-6e93cfef07b7 · outbound

This paper cites P., Hermann, K., Welleck, S., Yazdanbakhsh, A., and Clark, P.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion P., Hermann, K., Welleck, S., Yazdanbakhsh, A., and Clark, P

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:33:29.394633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ceb8f36c-e292-4494-b0f2-b783e399cd45 · outbound

This paper cites an unresolved cited work.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:33:29.202182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5d54aaf0-62d6-4f57-8463-06d47ce77864 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T20:33:27.526576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c74fd309-5f83-46b1-8433-0314148bf32c · outbound

This paper cites J ob F air: A framework for benchmarking gender hiring bias in large language models.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion J ob F air: A framework for benchmarking gender hiring bias in large language models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T20:33:27.607266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68c62537-fc4f-49bf-8bf2-a0fb9f297e9f · outbound

This paper cites H., Le, Q.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion H., Le, Q

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:33:28.990626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 041f198f-7855-4dc1-8368-612cfe6ab738 · outbound

This paper cites L., Cao, Y., and Narasimhan, K.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion L., Cao, Y., and Narasimhan, K

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:33:28.779470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ccc6c90e-3c8b-41fe-8d51-43b7e69fa316 · outbound

This paper cites Gender bias in coreference resolution: Evaluation and debiasing methods.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion Gender bias in coreference resolution: Evaluation and debiasing methods

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:33:28.587092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f6dd1eda-9afc-4ced-bd49-2bd8f9e91260 · outbound

This paper cites Calibrate before use: Improving few-shot performance of language models.

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion Calibrate before use: Improving few-shot performance of language models

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:33:28.386340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.