Paper Citation Record · LEDGER

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding

As of 7 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2507.00068.

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

pith.paper-citation-record.v1
2507.00068 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:00:08.340744Z

measured 30 of 30 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

30 of 30 outbound references displayed

verified exact3
verified fuzzy0
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 307e19f3-548f-49bf-a199-6d707257994e · outbound

This paper cites online" 'onlinestring :=.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T22:00:05.721674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccae2c3f-7ea7-4be1-b6f6-69a1043aa83e · outbound

This paper cites write newline.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T22:00:05.776429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2792d125-674f-4c35-bfbe-44ce9f1b70a3 · outbound

This paper cites an unresolved cited work.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T22:00:05.874201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fa0d9fc-8636-4c80-956d-ca0720d47378 · outbound

This paper cites The Faiss library.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding The Faiss library

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T22:00:05.969398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17419b6b-bf51-4439-b6e0-09fb77324c83 · outbound

This paper cites Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T22:00:06.049291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c74a9922-3306-40c0-8180-d6a268075e48 · outbound

This paper cites VIOLET : End-to-End Video-Language Transformers with Masked Visual-token Modeling.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding VIOLET : End-to-End Video-Language Transformers with Masked Visual-token Modeling

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T22:00:06.142630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe5a5093-c473-475c-98ce-a40ab1f26389 · outbound

This paper cites an unresolved cited work.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:00:10.930088Z

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 fdeed728-825f-4003-bb1c-2c820275133d · outbound

This paper cites Enhancing Multimodal Unified Representations for Cross Modal Generalization.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding Enhancing Multimodal Unified Representations for Cross Modal Generalization

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T22:00:06.325900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 101aed48-6080-4e7a-a527-8f0ecc4c36d6 · outbound

This paper cites an unresolved cited work.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T22:00:06.409220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e34f170-2018-4979-9b75-38469afdfa6d · outbound

This paper cites an unresolved cited work.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:00:10.737647Z

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 d11281e7-d21b-403c-af7e-8fed4ed53c85 · outbound

This paper cites an unresolved cited work.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:00:10.605834Z

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 320634d2-39d7-4fb8-96d5-2317345521d9 · outbound

This paper cites ST-LLM: Large Language Models Are Effective Temporal Learners.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding ST-LLM: Large Language Models Are Effective Temporal Learners

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T22:00:06.708059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e29508e-d950-4c6f-857b-11917809d356 · outbound

This paper cites an unresolved cited work.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:00:10.398971Z

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 9e6a1cba-6149-4235-90d9-cc2964a575ad · outbound

This paper cites an unresolved cited work.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T22:00:06.896375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce5d04b7-30d0-4adc-8fce-0d5913fe9b60 · outbound

This paper cites TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T22:00:06.968000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bee69751-5848-4f41-9434-e3ee6d7c25b8 · outbound

This paper cites Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T22:00:07.069669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89b8f273-1564-497c-bb65-37c560ab0e08 · outbound

This paper cites MovieChat+: Question-aware Sparse Memory for Long Video Question Answering.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding MovieChat+: Question-aware Sparse Memory for Long Video Question Answering

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T22:00:07.170081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 178c19c2-cc2a-4756-9273-9289032fc2a5 · outbound

This paper cites an unresolved cited work.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:00:10.187626Z

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 6f5abedc-1bfa-448b-bbb9-58b7c223be50 · outbound

This paper cites InternVideo: General Video Foundation Models via Generative and Discriminative Learning.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding InternVideo: General Video Foundation Models via Generative and Discriminative Learning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T22:00:07.336150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e5de20d-ecf6-4bd9-b8e0-89ee9600c349 · outbound

This paper cites Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:00:09.271548Z

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 ff56f355-c813-4b63-9b35-fd452f5ced73 · outbound

This paper cites an unresolved cited work.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T22:00:07.537466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a544080-5fd1-4486-ad6b-b7ac6c167804 · outbound

This paper cites an unresolved cited work.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T22:00:07.640316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5488aa79-9386-4863-83e7-a211cb5fb597 · outbound

This paper cites an unresolved cited work.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:00:10.022773Z

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 52342c69-8d84-47d4-908e-36077b7c5952 · outbound

This paper cites SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T22:00:07.796070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51a964bb-ee51-4317-88b6-14a732ae180b · outbound

This paper cites an unresolved cited work.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:00:09.879223Z

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 5543193d-4c12-47a7-a705-5e0d22abf7ca · outbound

This paper cites mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T22:00:08.010259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd2f28b2-42e0-4c11-828f-faca857778ea · outbound

This paper cites an unresolved cited work.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding Unresolved cited work

Reference 27

Resolution: verified exact; doi, observed 2026-08-06T22:00:08.770449Z

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 da8b6c90-b642-43d6-bf39-9afb3f7e333a · outbound

This paper cites Automatic Chain of Thought Prompting in Large Language Models.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding Automatic Chain of Thought Prompting in Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T22:00:08.152957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18dc6429-1ae0-4402-80db-7457058ea06b · outbound

This paper cites an unresolved cited work.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding Unresolved cited work

Reference 29

Resolution: verified exact; doi, observed 2026-08-06T22:00:08.561452Z

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 b17c267a-50af-4bb6-9375-7273bfca7c90 · outbound

This paper cites an unresolved cited work.

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:00:09.683468Z

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.