Paper Citation Record · LEDGER

Ola: Pushing the Frontiers of Omni-Modal Language Model

As of 10 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 33 inbound Pith citation observations for arXiv:2502.04328.

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

pith.paper-citation-record.v1
2502.04328 v3

Coverage vector

measured 80 of 80 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T22:47:39.389717Z

measured 113 of 113 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 33 of 33 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:36:40.820699Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T16:49:57.266999Z

Reference resolution

80 of 80 outbound references displayed

verified exact1
verified fuzzy27
unresolved52
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 36cc8bf1-f639-4d93-9b12-f766ef5737cc · outbound

This paper cites MusicLM: Generating Music From Text.

Ola: Pushing the Frontiers of Omni-Modal Language Model MusicLM: Generating Music From Text

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.033803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96c0d92a-1af9-4948-8e4b-d2c433f5928c · outbound

This paper cites Pixtral 12B.

Ola: Pushing the Frontiers of Omni-Modal Language Model Pixtral 12B

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.039633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4eb3386-1687-4e99-a13f-255dd36cfdba · outbound

This paper cites Flamingo: a visual language model for few-shot learning.NeurIPS, 35: 23716–23736, 2022.

Ola: Pushing the Frontiers of Omni-Modal Language Model Flamingo: a visual language model for few-shot learning.NeurIPS, 35: 23716–23736, 2022

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.044339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c298e9bf-9dda-47d5-b750-d6aa875e20e2 · outbound

This paper cites X-LLM: Bootstrapping Advanced Large Language Models by Treating Multi-Modalities as Foreign Languages.

Ola: Pushing the Frontiers of Omni-Modal Language Model X-LLM: Bootstrapping Advanced Large Language Models by Treating Multi-Modalities as Foreign Languages

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.048721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 339dcc89-68b2-4e8b-ab24-4856fa4e70ca · outbound

This paper cites GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio.

Ola: Pushing the Frontiers of Omni-Modal Language Model GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.053243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d05a51c-ac15-48bd-bfb8-255fc99a0ebd · outbound

This paper cites Are We on the Right Way for Evaluating Large Vision-Language Models?.

Ola: Pushing the Frontiers of Omni-Modal Language Model Are We on the Right Way for Evaluating Large Vision-Language Models?

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.057732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84909031-5f6e-4f8d-8289-8991b2a172e7 · outbound

This paper cites ShareGPT4Video: Improving Video Understanding and Generation with Better Captions.

Ola: Pushing the Frontiers of Omni-Modal Language Model ShareGPT4Video: Improving Video Understanding and Generation with Better Captions

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.062734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b69afcea-1c75-4a4f-8d2d-068d06171ca0 · outbound

This paper cites Beats: Audio pre- training with acoustic tokenizers.

Ola: Pushing the Frontiers of Omni-Modal Language Model Beats: Audio pre- training with acoustic tokenizers

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.548206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d3d61bf3-5cef-4116-b793-1bcec186b665 · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

Ola: Pushing the Frontiers of Omni-Modal Language Model Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.073045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa5fd178-274f-479b-b61a-10d16037da86 · outbound

This paper cites Internvl: Scaling up vision foundation mod- els and aligning for generic visual-linguistic tasks.

Ola: Pushing the Frontiers of Omni-Modal Language Model Internvl: Scaling up vision foundation mod- els and aligning for generic visual-linguistic tasks

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.533798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0d6deb94-f2a1-45f5-a16b-c5b2bd9df8e6 · outbound

This paper cites Qwen2-Audio Technical Report.

Ola: Pushing the Frontiers of Omni-Modal Language Model Qwen2-Audio Technical Report

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.082294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8095656-7376-4254-90e7-aa126aa79d0f · outbound

This paper cites Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models.

Ola: Pushing the Frontiers of Omni-Modal Language Model Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.087369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be010433-2ee2-4dd2-8caf-8680846187d5 · outbound

This paper cites Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models.

Ola: Pushing the Frontiers of Omni-Modal Language Model Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.092001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4ac83af-cfa6-4765-bf09-a7c46045218f · outbound

This paper cites Clotho: An audio captioning dataset.

Ola: Pushing the Frontiers of Omni-Modal Language Model Clotho: An audio captioning dataset

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.519585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b2c86b57-3462-43f1-a363-34c80cbe1f48 · outbound

This paper cites Vlmevalkit: An open-source toolkit for evaluating large multi-modality models.

Ola: Pushing the Frontiers of Omni-Modal Language Model Vlmevalkit: An open-source toolkit for evaluating large multi-modality models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.101465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dc3286d-0748-4cc8-888e-601fe4d49c74 · outbound

This paper cites LLaMA-Omni: Seamless Speech Interaction with Large Language Models.

Ola: Pushing the Frontiers of Omni-Modal Language Model LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.105733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ec2ccbc-8a75-4cb3-9c5c-e8732075f457 · outbound

This paper cites Finevideo.

Ola: Pushing the Frontiers of Omni-Modal Language Model Finevideo

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.495231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b6edf24a-58d0-40ea-83be-7dbb610912a8 · outbound

This paper cites Prompting large language models with speech recognition abilities.

Ola: Pushing the Frontiers of Omni-Modal Language Model Prompting large language models with speech recognition abilities

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.480758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 748aef16-b096-4671-98f1-b15f73cda2a0 · outbound

This paper cites Video-CCAM: Enhancing Video-Language Understanding with Causal Cross-Attention Masks for Short and Long Videos.

Ola: Pushing the Frontiers of Omni-Modal Language Model Video-CCAM: Enhancing Video-Language Understanding with Causal Cross-Attention Masks for Short and Long Videos

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.119516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b20dffb3-3b4d-48fb-95ed-2a4a6244f084 · outbound

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

Ola: Pushing the Frontiers of Omni-Modal Language Model Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.124203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cc93ee0-cec6-44eb-9cc5-923a6683089f · outbound

This paper cites VITA: Towards Open-Source Interactive Omni Multimodal LLM.

Ola: Pushing the Frontiers of Omni-Modal Language Model VITA: Towards Open-Source Interactive Omni Multimodal LLM

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.128649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 284e8d0c-f632-4704-9b80-307f553280a2 · outbound

This paper cites VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction.

Ola: Pushing the Frontiers of Omni-Modal Language Model VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.133157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9190eed9-e584-49e2-b687-6d0b3c4bd1f7 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Ola: Pushing the Frontiers of Omni-Modal Language Model Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.138130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32799e57-afca-408e-97c5-16b96a1b73a1 · outbound

This paper cites Hallusionbench: an advanced diag- nostic suite for entangled language hallucination and visual illusion in large vision-language models.

Ola: Pushing the Frontiers of Omni-Modal Language Model Hallusionbench: an advanced diag- nostic suite for entangled language hallucination and visual illusion in large vision-language models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.142824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f02c1b66-f08c-445d-a481-2881b210d20a · outbound

This paper cites MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale.

Ola: Pushing the Frontiers of Omni-Modal Language Model MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.147822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68d3c0cc-b976-4704-b1ed-ae04ece4bc1e · outbound

This paper cites 3d-llm: Injecting the 3d world into large language models.NeurIPS, 36:20482– 20494, 2023.

Ola: Pushing the Frontiers of Omni-Modal Language Model 3d-llm: Injecting the 3d world into large language models.NeurIPS, 36:20482– 20494, 2023

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.456893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3286a960-6612-4779-9a7d-7be08835858f · outbound

This paper cites Audiogpt: Understanding and generating speech, music, sound, and talking head.

Ola: Pushing the Frontiers of Omni-Modal Language Model Audiogpt: Understanding and generating speech, music, sound, and talking head

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.442436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 915809bb-967a-49ec-9b7b-587b34b1c388 · outbound

This paper cites A diagram is worth a dozen images.

Ola: Pushing the Frontiers of Omni-Modal Language Model A diagram is worth a dozen images

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.428020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cd595f54-6dfd-477a-be1f-5417575e5ac8 · outbound

This paper cites Audiocaps: Generating captions for audios in the wild.

Ola: Pushing the Frontiers of Omni-Modal Language Model Audiocaps: Generating captions for audios in the wild

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.413912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 094c9579-4d98-4f7c-ac56-95046e30840c · outbound

This paper cites What matters when building vision-language models?,.

Ola: Pushing the Frontiers of Omni-Modal Language Model What matters when building vision-language models?,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.168130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ccad04d-6854-46c4-9f16-3d646fad8786 · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

Ola: Pushing the Frontiers of Omni-Modal Language Model LLaVA-OneVision: Easy Visual Task Transfer

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.172390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7a3cc94-b33c-4581-ab86-4b75029c9ab9 · outbound

This paper cites Mvbench: A comprehensive multi-modal video understand- ing benchmark.

Ola: Pushing the Frontiers of Omni-Modal Language Model Mvbench: A comprehensive multi-modal video understand- ing benchmark

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.390244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e2c42e2c-b04c-4a94-8f70-42b3e1f71714 · outbound

This paper cites Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models.

Ola: Pushing the Frontiers of Omni-Modal Language Model Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.180712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa6285d0-f875-4fac-b0b9-9ac1cdc58209 · outbound

This paper cites Video-LLaVA: Learning United Visual Representation by Alignment Before Projection.

Ola: Pushing the Frontiers of Omni-Modal Language Model Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.185155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1c9e7d7-3850-434b-b9d2-bda94cdf279d · outbound

This paper cites Improved baselines with visual instruction tuning.

Ola: Pushing the Frontiers of Omni-Modal Language Model Improved baselines with visual instruction tuning

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.376428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 42a524a5-c017-416e-b7d9-00b89c4ce79c · outbound

This paper cites Visual instruction tuning.NeurIPS, 36, 2024.

Ola: Pushing the Frontiers of Omni-Modal Language Model Visual instruction tuning.NeurIPS, 36, 2024

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.362427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6a7e792b-09d0-461e-8e87-0be6e8c963b9 · outbound

This paper cites MMBench: Is Your Multi-modal Model an All-around Player?.

Ola: Pushing the Frontiers of Omni-Modal Language Model MMBench: Is Your Multi-modal Model an All-around Player?

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.197952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f1ea753-738a-42b7-9dd4-3a7ad0fe66d2 · outbound

This paper cites OCRBench: On the Hidden Mystery of OCR in Large Multimodal Models.

Ola: Pushing the Frontiers of Omni-Modal Language Model OCRBench: On the Hidden Mystery of OCR in Large Multimodal Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.202509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d28cb45-166f-4728-9025-ba01d2f44225 · outbound

This paper cites Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution.

Ola: Pushing the Frontiers of Omni-Modal Language Model Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.207697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12ae62c6-8899-485a-86ff-e0ce6deaca68 · outbound

This paper cites Chain-of-Spot: Interactive Reasoning Improves Large Vision-Language Models.

Ola: Pushing the Frontiers of Omni-Modal Language Model Chain-of-Spot: Interactive Reasoning Improves Large Vision-Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.212186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ef09257-3459-4409-ae06-ddae9877efd8 · outbound

This paper cites Efficient Inference of Vision Instruction-Following Models with Elastic Cache.

Ola: Pushing the Frontiers of Omni-Modal Language Model Efficient Inference of Vision Instruction-Following Models with Elastic Cache

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-08-08T22:47:39.762001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 285adbf9-99ec-436d-88a5-531da218938b · outbound

This paper cites DeepSeek-VL: Towards Real-World Vision-Language Understanding.

Ola: Pushing the Frontiers of Omni-Modal Language Model DeepSeek-VL: Towards Real-World Vision-Language Understanding

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.221310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bbe32ce-e38a-4d57-af59-e3947f23078f · outbound

This paper cites MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts.

Ola: Pushing the Frontiers of Omni-Modal Language Model MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.225870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73c510a9-e742-4f9e-b557-48e913ef9a77 · outbound

This paper cites Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models.

Ola: Pushing the Frontiers of Omni-Modal Language Model Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.230344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7000482-891b-43e8-9b24-80a146338ddc · outbound

This paper cites The million song dataset challenge.

Ola: Pushing the Frontiers of Omni-Modal Language Model The million song dataset challenge

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.348049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d33f4b2f-646c-4215-9fd7-429c655d951f · outbound

This paper cites Wavcaps: A chatgpt-assisted weakly- labelled audio captioning dataset for audio-language multi- modal research.IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024.

Ola: Pushing the Frontiers of Omni-Modal Language Model Wavcaps: A chatgpt-assisted weakly- labelled audio captioning dataset for audio-language multi- modal research.IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.333894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 468d8b70-41a2-4d10-9a9e-cf29947a2a4f · outbound

This paper cites Openai gpt-3.5 api.OpenAI API, 2023.

Ola: Pushing the Frontiers of Omni-Modal Language Model Openai gpt-3.5 api.OpenAI API, 2023

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.319172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f5ac6ca2-80f7-4bab-b80c-c1ac36009b3b · outbound

This paper cites Gpt-4v(ision) system card.OpenAI Blog, 2023.

Ola: Pushing the Frontiers of Omni-Modal Language Model Gpt-4v(ision) system card.OpenAI Blog, 2023

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.305194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b14035cc-a05b-41da-aa4a-11279cf1e9eb · outbound

This paper cites GPT-4 Technical Report.

Ola: Pushing the Frontiers of Omni-Modal Language Model GPT-4 Technical Report

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.252511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2a69b28-10c8-4593-8d99-0192b7704f5c · outbound

This paper cites Hello gpt-4o — openai.OpenAI Blog, 2024.

Ola: Pushing the Frontiers of Omni-Modal Language Model Hello gpt-4o — openai.OpenAI Blog, 2024

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.289737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2d958a66-1976-49d6-a5c8-c63f236b158d · outbound

This paper cites Librispeech: an asr corpus based on public do- main audio books.

Ola: Pushing the Frontiers of Omni-Modal Language Model Librispeech: an asr corpus based on public do- main audio books

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.273985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ebde3cab-2cd6-4a00-bb8a-fb189d31bb3e · outbound

This paper cites Streaming Long Video Understanding with Large Language Models.

Ola: Pushing the Frontiers of Omni-Modal Language Model Streaming Long Video Understanding with Large Language Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.266066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6e01e05-6c44-437d-b3ea-3e9c669289ca · outbound

This paper cites Qwen2 Technical Report.

Ola: Pushing the Frontiers of Omni-Modal Language Model Qwen2 Technical Report

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.270605Z

Source-reported events for the cited work

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Observation dbf09d75-de8a-41a8-a55e-6ba4d5f982f0 · outbound

This paper cites Qwen2-vl: To see the world more clearly.Wwen Blog, 2024.

Ola: Pushing the Frontiers of Omni-Modal Language Model Qwen2-vl: To see the world more clearly.Wwen Blog, 2024

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.259014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5135a1fb-ca51-431e-90c1-90af14ff915c · outbound

This paper cites Robust speech recog- nition via large-scale weak supervision, 2022.

Ola: Pushing the Frontiers of Omni-Modal Language Model Robust speech recog- nition via large-scale weak supervision, 2022

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.243530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6bc40731-e56a-4617-ab74-3b1a1ff2a2bd · outbound

This paper cites Am-radio: Agglomerative vision foundation model reduce all domains into one.

Ola: Pushing the Frontiers of Omni-Modal Language Model Am-radio: Agglomerative vision foundation model reduce all domains into one

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.228446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ba1cb269-c287-4983-b8a5-afd2497a9b36 · outbound

This paper cites CinePile: A Long Video Question Answering Dataset and Benchmark.

Ola: Pushing the Frontiers of Omni-Modal Language Model CinePile: A Long Video Question Answering Dataset and Benchmark

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.286819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a7c2c05-3021-4866-989e-068aa7196854 · outbound

This paper cites AudioPaLM: A Large Language Model That Can Speak and Listen.

Ola: Pushing the Frontiers of Omni-Modal Language Model AudioPaLM: A Large Language Model That Can Speak and Listen

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.290979Z

Source-reported events for the cited work

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Observation 92bffe21-3310-495a-91bf-cb568b7dbb45 · outbound

This paper cites MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark.

Ola: Pushing the Frontiers of Omni-Modal Language Model MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.295397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4e70091-ef1b-4385-8c25-f8fa97886be9 · outbound

This paper cites LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs.

Ola: Pushing the Frontiers of Omni-Modal Language Model LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.299864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b62ffc24-67a2-48c9-8536-aabd360bf92c · outbound

This paper cites SALMONN: Towards Generic Hearing Abilities for Large Language Models.

Ola: Pushing the Frontiers of Omni-Modal Language Model SALMONN: Towards Generic Hearing Abilities for Large Language Models

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.304398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f29f496-73dd-4629-a25a-71cfb294925d · outbound

This paper cites Qwen2.5: A party of foundation models, 2024.

Ola: Pushing the Frontiers of Omni-Modal Language Model Qwen2.5: A party of foundation models, 2024

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.213910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f02690d6-cb74-4241-99e1-3fd1f20758c7 · outbound

This paper cites Qwen2.5-vl, 2025.

Ola: Pushing the Frontiers of Omni-Modal Language Model Qwen2.5-vl, 2025

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.312940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9655bb93-6ecd-4ba6-a0df-4dc8aec363b0 · outbound

This paper cites Learning Features of Music from Scratch.

Ola: Pushing the Frontiers of Omni-Modal Language Model Learning Features of Music from Scratch

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.317222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcf6dc59-a89d-43bf-9aa5-a1cf5dd525de · outbound

This paper cites Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs.

Ola: Pushing the Frontiers of Omni-Modal Language Model Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.322045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21dda9e6-26c1-4c46-ab0d-76e8d652c64f · outbound

This paper cites LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding.

Ola: Pushing the Frontiers of Omni-Modal Language Model LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.326631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5dbb05a-f09a-4431-9b3f-2c114c7bc473 · outbound

This paper cites On decoder-only architecture for speech-to-text and large language model integration.

Ola: Pushing the Frontiers of Omni-Modal Language Model On decoder-only architecture for speech-to-text and large language model integration

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.186955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e74f88dd-b47d-41e1-bc18-36eb5ea138e0 · outbound

This paper cites Mini-Omni2: Towards Open-source GPT-4o with Vision, Speech and Duplex Capabilities.

Ola: Pushing the Frontiers of Omni-Modal Language Model Mini-Omni2: Towards Open-source GPT-4o with Vision, Speech and Duplex Capabilities

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.335713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9c0e938-8242-4b36-a5e8-c13da6e66357 · outbound

This paper cites Qwen2.5-Omni Technical Report.

Ola: Pushing the Frontiers of Omni-Modal Language Model Qwen2.5-Omni Technical Report

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.340402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d754839-e1c2-444b-b95f-24a45f959baa · outbound

This paper cites AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension.

Ola: Pushing the Frontiers of Omni-Modal Language Model AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.344979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e41759d-1964-4f45-a720-32c7192f653a · outbound

This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.

Ola: Pushing the Frontiers of Omni-Modal Language Model MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.349659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fa3a959-f049-4aa8-8f20-891d7b801c66 · outbound

This paper cites Yi: Open Foundation Models by 01.AI.

Ola: Pushing the Frontiers of Omni-Modal Language Model Yi: Open Foundation Models by 01.AI

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.354193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b956f44-8267-4cab-af4c-f303836b5dbb · outbound

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

Ola: Pushing the Frontiers of Omni-Modal Language Model Mmmu: A massive multi-discipline multi- modal understanding and reasoning benchmark for expert agi

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.172036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4024c18d-223e-408b-bbd8-b86158815af2 · outbound

This paper cites LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech.

Ola: Pushing the Frontiers of Omni-Modal Language Model LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.363415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15082f6f-e3ea-42c3-b2b2-4273c8c5f284 · outbound

This paper cites Sigmoid loss for language image pre-training.

Ola: Pushing the Frontiers of Omni-Modal Language Model Sigmoid loss for language image pre-training

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.156938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a5d9ac97-e599-4e74-ab34-e903bb88d8a9 · outbound

This paper cites SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities.

Ola: Pushing the Frontiers of Omni-Modal Language Model SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.372296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4b67586-0fda-4dfd-a13e-849b0c11f5c8 · outbound

This paper cites InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions.

Ola: Pushing the Frontiers of Omni-Modal Language Model InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.376946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 005b69e8-1a87-462e-a221-1724ddd9ccd9 · outbound

This paper cites Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward.

Ola: Pushing the Frontiers of Omni-Modal Language Model Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.381215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7907262-478e-44d1-b798-74a35c42a3f6 · outbound

This paper cites Llava- next: A strong zero-shot video understanding model, 2024.

Ola: Pushing the Frontiers of Omni-Modal Language Model Llava- next: A strong zero-shot video understanding model, 2024

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.142589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 77d877b2-5f39-43b3-9717-b46f71729b2a · outbound

This paper cites Video instruction tuning with synthetic data, 2024.

Ola: Pushing the Frontiers of Omni-Modal Language Model Video instruction tuning with synthetic data, 2024

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:47:40.126837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 72593941-1480-4b2f-8cae-5df4ae47d81a · inbound

Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence cites this paper.

Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T08:34:36.856851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f4be1992-5bfe-4944-9db6-92afa7afd6d1 · inbound

Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence cites this paper.

Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T01:00:51.428555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 79da6943-9a46-463a-9bf6-86ecd9b7955a · inbound

Is Extending Modality The Right Path Towards Omni-Modality? cites this paper.

Is Extending Modality The Right Path Towards Omni-Modality? Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:36:40.820699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be396407-bbd2-4d64-bb62-6ae72aab8163 · inbound

AV-Reasoner: Improving and Benchmarking Clue-Grounded Audio-Visual Counting for MLLMs cites this paper.

AV-Reasoner: Improving and Benchmarking Clue-Grounded Audio-Visual Counting for MLLMs Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T10:27:05.533023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf4ec20d-c45d-4fb2-90a6-085f09707196 · inbound

SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs cites this paper.

SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T10:27:08.562512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 757897fa-3c40-4072-bca9-bb4530bc2848 · inbound

SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing cites this paper.

SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T10:50:52.719441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a229ab0-3baa-4764-bed8-d65f74e078af · inbound

Ego-R1: Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning cites this paper.

Ego-R1: Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:32.454824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b21fc665-8563-4dac-84d1-1b4f15f5c7a2 · inbound

HumanOmniV2: From Understanding to Omni-Modal Reasoning with Context cites this paper.

HumanOmniV2: From Understanding to Omni-Modal Reasoning with Context Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T22:36:13.250680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 891797d4-fed9-483a-87f6-fb8f24729b7f · inbound

High-Resolution Visual Reasoning via Multi-Turn Grounding-Based Reinforcement Learning cites this paper.

High-Resolution Visual Reasoning via Multi-Turn Grounding-Based Reinforcement Learning Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T06:12:07.011738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 37c6c68c-dfa0-458c-aa6f-d438fb959ff9 · inbound

Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding cites this paper.

Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T15:48:33.446078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96ea2f47-d8aa-495b-8e66-fb699670c22b · inbound

HumanPCR: Probing MLLM Capabilities in Diverse Human-Centric Scenes cites this paper.

HumanPCR: Probing MLLM Capabilities in Diverse Human-Centric Scenes Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-05T19:03:07.832466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93a144e0-8404-42a2-b380-4c3252808c8b · inbound

R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning cites this paper.

R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T14:42:21.059602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b28e4ed-9481-4ad9-9b68-ffef3d04fb0f · inbound

EchoingPixels: Aliasing-Resistant Joint Token Reduction for Audio-Visual LLMs cites this paper.

EchoingPixels: Aliasing-Resistant Joint Token Reduction for Audio-Visual LLMs Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T17:16:40.028245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52c170a9-6577-4502-9730-ac4b1ecd25c6 · inbound

FutureOmni: Evaluating Future Forecasting from Omni-Modal Context for Multimodal LLMs cites this paper.

FutureOmni: Evaluating Future Forecasting from Omni-Modal Context for Multimodal LLMs Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T09:30:01.361938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feb94f13-ae33-40bc-a428-480a624c18e5 · inbound

Chain of Modality: From Static Fusion to Dynamic Orchestration in Omni-MLLMs cites this paper.

Chain of Modality: From Static Fusion to Dynamic Orchestration in Omni-MLLMs Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-10T12:10:22.170122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2c6d5228-e79f-41a6-952e-3860e9100e21 · inbound

AVRT: Audio-Visual Reasoning Transfer through Single-Modality Teachers cites this paper.

AVRT: Audio-Visual Reasoning Transfer through Single-Modality Teachers Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T09:18:32.227284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 23330239-3260-46ab-bcb0-7c3a5a358b14 · inbound

Learning Invariant Modality Representation for Robust Multimodal Learning from a Causal Inference Perspective cites this paper.

Learning Invariant Modality Representation for Robust Multimodal Learning from a Causal Inference Perspective Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 281

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T11:51:03.196437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1f256362-ffdb-4a6b-bfac-9af589abdda7 · inbound

Valley3: Scaling Omni Foundation Models for E-commerce cites this paper.

Valley3: Scaling Omni Foundation Models for E-commerce Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 35

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T16:51:05.976588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bea1c93c-b9e3-4145-bf8c-0242fa2c665f · inbound

TraceAV-Bench: Benchmarking Multi-Hop Trajectory Reasoning over Long Audio-Visual Videos cites this paper.

TraceAV-Bench: Benchmarking Multi-Hop Trajectory Reasoning over Long Audio-Visual Videos Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 47

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T04:15:55.936975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 576aaaa5-9692-4b5a-bcf5-e9d11540dc1b · inbound

Senses Wide Shut: A Representation-Action Gap in Omnimodal LLMs cites this paper.

Senses Wide Shut: A Representation-Action Gap in Omnimodal LLMs Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 35

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T18:07:33.673297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e310f04a-6116-4a6b-a3ad-cf50d7278c41 · inbound

Mosaic: Towards Efficient Training of Multimodal Models with Spatial Resource Multiplexing cites this paper.

Mosaic: Towards Efficient Training of Multimodal Models with Spatial Resource Multiplexing Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-20T07:53:24.776257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e046fc4b-1d3e-439a-8325-8d14bb80a7b7 · inbound

VideoOdyssey: A Benchmark for Ultra-Long-Context and Omni-Modal Video Understanding cites this paper.

VideoOdyssey: A Benchmark for Ultra-Long-Context and Omni-Modal Video Understanding Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-25T05:55:24.901284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3843e84b-bbca-4776-8646-153ed1d55dc8 · inbound

Addressing Variable Heterogeneity in Distributed Multimodal Training with Entrain cites this paper.

Addressing Variable Heterogeneity in Distributed Multimodal Training with Entrain Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-06-29T10:23:17.992169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1ed0ee24-4c98-4e50-97f0-f325d22baf69 · inbound

MTAVG-Bench 2.0: Diagnosing Failure Modes of Cinematic Expressiveness in Multi-Talker Audio-Video Generation cites this paper.

MTAVG-Bench 2.0: Diagnosing Failure Modes of Cinematic Expressiveness in Multi-Talker Audio-Video Generation Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:03:26.177260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 65eca983-78dc-43d8-af42-ee4c9ea5a895 · inbound

AVI-Bench: Toward Human-like Audio-Visual Intelligence of Omni-MLLMs cites this paper.

AVI-Bench: Toward Human-like Audio-Visual Intelligence of Omni-MLLMs Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 58

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T23:06:21.391014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0a3d6fd9-e5aa-4f55-851a-05d55517200a · inbound

From Senses to Decisions: The Information Flow of Auditory and Visual Perception in Multimodal LLMs cites this paper.

From Senses to Decisions: The Information Flow of Auditory and Visual Perception in Multimodal LLMs Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-03T01:57:32.365632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ba0ac130-32b2-431e-a8a1-0f689da9c32a · inbound

MODF-SIR: A Multi-agent Omni-modal Distilled Framework for Social Intelligence Reasoning cites this paper.

MODF-SIR: A Multi-agent Omni-modal Distilled Framework for Social Intelligence Reasoning Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 47

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T10:58:03.433035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7c30ffa1-b114-4e1e-a1ce-e3adfb50705d · inbound

CogniRoute: Learning to Route Social Evidence in Omni-Modal Models cites this paper.

CogniRoute: Learning to Route Social Evidence in Omni-Modal Models Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 127

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T03:49:30.386746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ae2729d0-56ea-4491-963f-4bd682948047 · inbound

AVOC: Enhancing Hour-Level Audio-Video Understanding in Omni-Modal LLMs via Retrieval-Inspired Token Compression cites this paper.

AVOC: Enhancing Hour-Level Audio-Video Understanding in Omni-Modal LLMs via Retrieval-Inspired Token Compression Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T16:49:57.269489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 53305da3-9d94-4f90-9e0b-b2b6ea9cba5f · inbound

RedVox: Safety and Fairness Gaps in Speech Models Across Languages cites this paper.

RedVox: Safety and Fairness Gaps in Speech Models Across Languages Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 128

Resolution: verified exact; arxiv_id, observed 2026-07-04T13:59:52.872965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 367c2df0-13f8-499a-b7d2-0f7a77a9917a · inbound

Conversational Human Audio-visual Talking Dialogue Generation cites this paper.

Conversational Human Audio-visual Talking Dialogue Generation Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-12T06:59:35.258176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b27d6c40-0dd5-4988-85f7-3028d1c79fa7 · inbound

Parallelized Autoregressive Decoding for Omni-Modal Dense Video Captioning cites this paper.

Parallelized Autoregressive Decoding for Omni-Modal Dense Video Captioning Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-12T05:48:27.255331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66981f95-7734-4775-aed4-d246dfee7d91 · inbound

Audio-Visual Flamingo: Open Audio-Visual Intelligence for Long and Complex Videos cites this paper.

Audio-Visual Flamingo: Open Audio-Visual Intelligence for Long and Complex Videos Ola: Pushing the Frontiers of Omni-Modal Language Model

Reference 102

Resolution: unresolved; no resolver link, observed 2026-08-01T21:22:50.700260Z

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Unavailable: canonical work link unavailable.