Paper Citation Record · LEDGER

OPOD: On-Policy Omni Distillation

As of 19 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2607.20918.

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

pith.paper-citation-record.v1
2607.20918 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:39:21.802708Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

39 of 39 outbound references displayed

verified exact1
verified fuzzy12
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 080db4e5-f5e2-4d57-b8be-96b8e9ca46e3 · outbound

This paper cites write newline.

OPOD: On-Policy Omni Distillation write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.647821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf5ec0e9-309c-4934-898c-7ac4585ecfff · outbound

This paper cites On-policy distillation of language models: Learning from self-generated mistakes.

OPOD: On-Policy Omni Distillation On-policy distillation of language models: Learning from self-generated mistakes

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:39:22.367059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ff426e26-e761-48d2-9775-ed73e252e645 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

OPOD: On-Policy Omni Distillation Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.657147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64dd0e0e-d21a-415a-8024-e99809af85ce · outbound

This paper cites Qwen2-Audio Technical Report.

OPOD: On-Policy Omni Distillation Qwen2-Audio Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.661774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e208e9c1-c4c3-4efd-a6f6-cc6f327a5f6d · outbound

This paper cites an unresolved cited work.

OPOD: On-Policy Omni Distillation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:39:22.354566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 778bb04e-b81f-4ebb-a7f4-d25243bde45e · outbound

This paper cites Minillm: Knowledge distillation of large language models.

OPOD: On-Policy Omni Distillation Minillm: Knowledge distillation of large language models

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:39:22.341654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3e912b33-c969-465b-a8f3-262d96135209 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

OPOD: On-Policy Omni Distillation Distilling the Knowledge in a Neural Network

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.673578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80ffaeab-1487-4cac-ac0f-bae99725fb20 · outbound

This paper cites Uni-OPD: Unifying On-Policy Distillation with a Dual-Perspective Recipe.

OPOD: On-Policy Omni Distillation Uni-OPD: Unifying On-Policy Distillation with a Dual-Perspective Recipe

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.677492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dfb9f46-0369-40d0-a38b-5f111721a18f · outbound

This paper cites an unresolved cited work.

OPOD: On-Policy Omni Distillation Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.681694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74577ccd-a2d0-414f-886a-012d2a4409d9 · outbound

This paper cites Video-OPD: Efficient Post-Training of Multimodal Large Language Models for Temporal Video Grounding via On-Policy Distillation.

OPOD: On-Policy Omni Distillation Video-OPD: Efficient Post-Training of Multimodal Large Language Models for Temporal Video Grounding via On-Policy Distillation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.685694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ee67872-c77c-4daa-b0e7-0eb713e3ce17 · outbound

This paper cites an unresolved cited work.

OPOD: On-Policy Omni Distillation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:39:22.328628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0f101a9b-1d11-40dd-a638-cafa1e75c3dd · outbound

This paper cites OmniGAIA: Towards Native Omni-Modal AI Agents.

OPOD: On-Policy Omni Distillation OmniGAIA: Towards Native Omni-Modal AI Agents

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.693775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3503c410-e65d-4dad-8cb7-915e54ffffaf · outbound

This paper cites Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe.

OPOD: On-Policy Omni Distillation Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.698138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80f83d13-bdf8-4f44-a06a-f1184e46cf69 · outbound

This paper cites Omnibench: Towards the future of universal omni-language models.

OPOD: On-Policy Omni Distillation Omnibench: Towards the future of universal omni-language models

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:39:22.316297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bcfd7345-fbfb-4f3b-b525-5fd7044fad29 · outbound

This paper cites Let's verify step by step.

OPOD: On-Policy Omni Distillation Let's verify step by step

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.706798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8af1732-95e4-4390-bb52-164868d86bcf · outbound

This paper cites Visual Instruction Tuning.

OPOD: On-Policy Omni Distillation Visual Instruction Tuning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.710322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fcfba53-c6d2-4dfb-9050-8a87b7fb5f82 · outbound

This paper cites Mathvista: Evaluating mathematical reasoning of foundation models in visual contexts.

OPOD: On-Policy Omni Distillation Mathvista: Evaluating mathematical reasoning of foundation models in visual contexts

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:39:22.297308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0b5aec71-4e8d-45f1-9d6f-426f75ad9b73 · outbound

This paper cites MOPD: Multi-Teacher On-Policy Distillation for Capability Integration in LLM Post-Training.

OPOD: On-Policy Omni Distillation MOPD: Multi-Teacher On-Policy Distillation for Capability Integration in LLM Post-Training

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.717861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f61ebd0-ae2c-4fca-8b2c-2039115ea41b · outbound

This paper cites Chartqa: A benchmark for question answering about charts with visual and logical reasoning.

OPOD: On-Policy Omni Distillation Chartqa: A benchmark for question answering about charts with visual and logical reasoning

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:39:22.284049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e1a953e2-dfc4-4f1b-a980-f4e779017114 · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

OPOD: On-Policy Omni Distillation GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.725604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41648be8-c58b-441c-a1dc-6c78519f5a8d · outbound

This paper cites Mmau: A massive multi-task audio understanding and reasoning benchmark.

OPOD: On-Policy Omni Distillation Mmau: A massive multi-task audio understanding and reasoning benchmark

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:39:22.271010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fb12244c-aa28-41da-924a-789d90045fdc · outbound

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

OPOD: On-Policy Omni Distillation DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.733216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ac5b2cc-96c9-4584-a4d3-e4d188865296 · outbound

This paper cites A-okvqa: A benchmark for visual question answering using world knowledge.

OPOD: On-Policy Omni Distillation A-okvqa: A benchmark for visual question answering using world knowledge

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:39:22.258188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 03e9de6e-edd6-43c8-9324-6a9219b1daf3 · outbound

This paper cites Rewarding progress: Scaling automated process verifiers for LLM reasoning.

OPOD: On-Policy Omni Distillation Rewarding progress: Scaling automated process verifiers for LLM reasoning

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:39:22.245683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9bbf2f81-5fa9-48bf-98fa-e89d062eb582 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

OPOD: On-Policy Omni Distillation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.744566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34b11d2c-be5a-4080-bdba-6eb18be0e6fc · outbound

This paper cites Knowledge fusion of large language models.

OPOD: On-Policy Omni Distillation Knowledge fusion of large language models

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:39:22.233305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation edce8ba3-d409-40f0-b4bf-1cd27e0b30cf · outbound

This paper cites Beyond SFT-to-RL: Pre-alignment via Black-Box On-Policy Distillation for Multimodal RL.

OPOD: On-Policy Omni Distillation Beyond SFT-to-RL: Pre-alignment via Black-Box On-Policy Distillation for Multimodal RL

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.752472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e5cbc2f-3e97-4936-a281-85ecf6b02550 · outbound

This paper cites Mmlu-pro: A more robust and challenging multi-task language understanding benchmark.

OPOD: On-Policy Omni Distillation Mmlu-pro: A more robust and challenging multi-task language understanding benchmark

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.756956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 827c0a12-0153-42cf-9694-db38fa614ebe · outbound

This paper cites Qwen2.5-Omni Technical Report.

OPOD: On-Policy Omni Distillation Qwen2.5-Omni Technical Report

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.760914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec8e7139-dccc-49c5-bd5f-cd99fd58dde8 · outbound

This paper cites Qwen3-Omni Technical Report.

OPOD: On-Policy Omni Distillation Qwen3-Omni Technical Report

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.765072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e65c8f4f-fc95-4b04-9f0a-fff490d114c0 · outbound

This paper cites Avqa: A dataset for audio-visual question answering on videos.

OPOD: On-Policy Omni Distillation Avqa: A dataset for audio-visual question answering on videos

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:39:22.213586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a1c8df0c-a56e-4c3f-a53f-6ddf1c392759 · outbound

This paper cites Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation.

OPOD: On-Policy Omni Distillation Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.772835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0f6c2e1-b795-48e2-bdf1-a13d98616b8d · outbound

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

OPOD: On-Policy Omni Distillation HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.777188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e58fffb2-cc67-4e36-aa9b-813eb0c51430 · outbound

This paper cites Black-box on-policy distillation of large language models.

OPOD: On-Policy Omni Distillation Black-box on-policy distillation of large language models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.781270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d847519-2ffe-47ac-8d00-e8c1bef223c8 · outbound

This paper cites H-OPD: Confidence Aware Heterogeneous Multi-Teacher Multimodal On-policy Distillation.

OPOD: On-Policy Omni Distillation H-OPD: Confidence Aware Heterogeneous Multi-Teacher Multimodal On-policy Distillation

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-08-15T15:39:22.140473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f659674b-1bd1-4cc6-9975-41e4b68c17e2 · outbound

This paper cites Learning from multiple teacher networks.

OPOD: On-Policy Omni Distillation Learning from multiple teacher networks

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.790783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 420c3870-f516-4dbc-8daf-b52d29622cfe · outbound

This paper cites Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillation.

OPOD: On-Policy Omni Distillation Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.794795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1af8cdb7-2657-4ec0-9cbb-5aebb7423c18 · outbound

This paper cites Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi.

OPOD: On-Policy Omni Distillation Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:39:22.201435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 416ba185-90c5-4e96-ac64-51de8f136c63 · outbound

This paper cites MM-RLHF: the next step forward in multimodal LLM alignment.

OPOD: On-Policy Omni Distillation MM-RLHF: the next step forward in multimodal LLM alignment

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:39:22.190027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.