Paper Citation Record · LEDGER

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey

As of 11 August 2026, this Paper Citation Record lists 100 of 300 outbound references and 3 inbound Pith citation observations for arXiv:2501.18648.

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

pith.paper-citation-record.v1
2501.18648 v2

Coverage vector

measured 100 of 300 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:36:37.393483Z

measured 103 of 103 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:28:56.015260Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T14:14:55.612445Z

Reference resolution

100 of 300 outbound references displayed

verified exact2
verified fuzzy0
unresolved98
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 94d0501c-c7b6-4496-bedb-c82058bfdcd7 · outbound

This paper cites Data aug- mentation techniques in time series domain: a survey and taxonomy.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Data aug- mentation techniques in time series domain: a survey and taxonomy

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.882692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20bd4bed-e38f-4823-824d-d3e311f414ef · outbound

This paper cites A survey on image data augmentation for deep learning.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey A survey on image data augmentation for deep learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.889081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b01d5ada-6bf2-4c3e-ac15-12d20e9640d5 · outbound

This paper cites Learning to compose domain-specific transformations for data augmentation.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Learning to compose domain-specific transformations for data augmentation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.894427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b26f48a1-fb4c-4c98-9440-e59df99fe6b4 · outbound

This paper cites Data augmentation: A comprehensive survey of modern approaches.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Data augmentation: A comprehensive survey of modern approaches

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.899931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65bc3357-0870-4050-a371-68321bc4a7d5 · outbound

This paper cites An empirical survey of data augmentation for time series classification with neural networks.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey An empirical survey of data augmentation for time series classification with neural networks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.905473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69544c12-a2d4-4e00-9be4-f5b29c07e2ca · outbound

This paper cites A review: Data pre-processing and data augmentation techniques.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey A review: Data pre-processing and data augmentation techniques

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.910502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23dfb845-987a-42cb-ae4e-9133f8a8eedc · outbound

This paper cites Data augmentation in natural language processing: a novel text generation approach for long and short text classifiers.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Data augmentation in natural language processing: a novel text generation approach for long and short text classifiers

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.916917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac373589-e0e0-4b5a-a2da-78972ce89953 · outbound

This paper cites Data augmentation for object detection: A review.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Data augmentation for object detection: A review

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.922131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1656c9c8-34cb-4acc-b7bb-3aaee5d37680 · outbound

This paper cites Toward text data augmentation for sentiment analysis.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Toward text data augmentation for sentiment analysis

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.927850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1b250b3-82a4-481d-845d-12d74d746c04 · outbound

This paper cites Incorporating noise robustness in speech command recognition by noise augmentation of training data.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Incorporating noise robustness in speech command recognition by noise augmentation of training data

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.932916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c546a1b-7839-4b22-bcd0-701a925fd8ee · outbound

This paper cites Look once to hear: Target speech hearing with noisy examples.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Look once to hear: Target speech hearing with noisy examples

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.937860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ec26437-5cca-4fa3-a71c-013d6283463c · outbound

This paper cites Perception and sensing for autonomous vehicles under adverse weather conditions: A survey.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Perception and sensing for autonomous vehicles under adverse weather conditions: A survey

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.942752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44d4164b-6f92-4d7a-9b79-409a3bf233fd · outbound

This paper cites Safe traffic sign recognition through data augmentation for autonomous vehicles software.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Safe traffic sign recognition through data augmentation for autonomous vehicles software

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.947984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aeeb538b-4661-475d-92d7-3e5b9b28a6c9 · outbound

This paper cites Medical image synthesis for data augmentation and anonymization using generative adversarial networks.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Medical image synthesis for data augmentation and anonymization using generative adversarial networks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.952931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b48cd95-74fd-4f39-94ad-1ebdb353cf5a · outbound

This paper cites A review of medical image data augmentation techniques for deep learning applications.Journal of Medical Imaging and Radiation Oncology, 65(5):545–563, 2021.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey A review of medical image data augmentation techniques for deep learning applications.Journal of Medical Imaging and Radiation Oncology, 65(5):545–563, 2021

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.957673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffbb7c91-e59f-417c-a1d2-cb3347b4b00f · outbound

This paper cites To augment or not to augment? a comparative study on text augmentation techniques for low-resource nlp.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey To augment or not to augment? a comparative study on text augmentation techniques for low-resource nlp

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.962899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6eb9db6-a210-4066-83fc-3733966f8f9b · outbound

This paper cites An empirical survey of data augmentation for limited data learning in nlp.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey An empirical survey of data augmentation for limited data learning in nlp

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.967816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e70e85cb-7f39-4938-a2ca-adf29bf514b5 · outbound

This paper cites A survey on face data augmentation for the training of deep neural networks.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey A survey on face data augmentation for the training of deep neural networks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.972680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3781bc13-09fe-446d-a57b-804a6e91993d · outbound

This paper cites Data augmentation using llms: Data perspectives, learning paradigms and challenges.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Data augmentation using llms: Data perspectives, learning paradigms and challenges

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.977773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f981ae2a-9272-418b-bcd4-aabf4b8a2005 · outbound

This paper cites Generative pre-trained transformer (gpt) in research: A systematic review on data augmentation.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Generative pre-trained transformer (gpt) in research: A systematic review on data augmentation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.982770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4c3769f-f12c-4f90-a753-1620f27d0569 · outbound

This paper cites A survey of knowledge enhanced pre-trained language models.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey A survey of knowledge enhanced pre-trained language models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.988561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7069f3ff-85e4-41dd-938e-12130db40877 · outbound

This paper cites Data aug- mentation techniques for machine learning applied to optical spectroscopy datasets in agrifood applications: A comprehensive review.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Data aug- mentation techniques for machine learning applied to optical spectroscopy datasets in agrifood applications: A comprehensive review

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:36.994495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94144259-c452-47de-ade0-308dff5e95d1 · outbound

This paper cites Speech recognition utilizing deep learning: A systematic review of the latest developments.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Speech recognition utilizing deep learning: A systematic review of the latest developments

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.000143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 047f96a9-2391-4926-b513-b54fab76ed98 · outbound

This paper cites Data augmentation and deep learning methods in sound classification: A systematic review.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Data augmentation and deep learning methods in sound classification: A systematic review

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.005219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e211e99-4f1e-48de-bc6c-6631d6603018 · outbound

This paper cites A survey of text data augmentation.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey A survey of text data augmentation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.010677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a98588ea-9db6-47de-9db7-3847882f0d71 · outbound

This paper cites Survey on videos data augmentation for deep learning models.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Survey on videos data augmentation for deep learning models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.015809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22afe267-0dcc-4ff7-8be7-07b0fbbba6f9 · outbound

This paper cites A survey on data augmentation for text classification.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey A survey on data augmentation for text classification

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.020680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4ba067a-8f49-467d-b3c6-70d28121070e · outbound

This paper cites Image data augmentation approaches: A comprehensive survey and future directions.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Image data augmentation approaches: A comprehensive survey and future directions

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.025611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b279c55f-c18b-411e-96fa-36716654ebe6 · outbound

This paper cites Advancements in data augmentation and transfer learning: A comprehensive survey to address data scarcity challenges.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Advancements in data augmentation and transfer learning: A comprehensive survey to address data scarcity challenges

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.030778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85ef3018-772c-4e36-be50-720de1cf302b · outbound

This paper cites A survey of synthetic data augmentation methods in machine vision.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey A survey of synthetic data augmentation methods in machine vision

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.035750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64c7f8ed-f1b6-4290-ba28-baee0b8c38bd · outbound

This paper cites Data augmentation using conditional generative adversarial networks for robust speech recognition.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Data augmentation using conditional generative adversarial networks for robust speech recognition

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.041084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 812a16ff-185c-428a-96de-98b1c32daeb4 · outbound

This paper cites Data augmentation using generative adversarial networks for robust speech recognition.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Data augmentation using generative adversarial networks for robust speech recognition

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.046168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f9ad1ec-e938-4979-ab92-8d86744c1885 · outbound

This paper cites Generative adversarial networks for speech processing: A review.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Generative adversarial networks for speech processing: A review

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.051070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42ed4e35-1a8a-418d-b404-a16de0ce5541 · outbound

This paper cites How-to conduct a systematic literature review: A quick guide for computer science research.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey How-to conduct a systematic literature review: A quick guide for computer science research

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.055982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 812304f3-c063-445b-87c9-f5ed85d9604a · outbound

This paper cites Guiding principles for ethical research, n.d.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Guiding principles for ethical research, n.d

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.061218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa3b37fd-cdbc-4130-9030-b38d857da8b2 · outbound

This paper cites Colour retinal image enhancement based on domain knowledge.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Colour retinal image enhancement based on domain knowledge

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.066104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe7313cd-b819-4aca-af93-c941c1c12e9b · outbound

This paper cites Gray and color image contrast enhancement by the curvelet transform.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Gray and color image contrast enhancement by the curvelet transform

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.071219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b34d0f07-e213-4148-9a67-c9d361340df7 · outbound

This paper cites Image enhancement by histogram hyperbolization.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Image enhancement by histogram hyperbolization

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.076068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 528e136e-bb63-4323-ab48-cabce6eef727 · outbound

This paper cites Digital image enhancement and noise filtering by use of local statistics.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Digital image enhancement and noise filtering by use of local statistics

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.081172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96a247ae-f5a8-4d27-94ab-b2de65b06d5a · outbound

This paper cites Real-time image enhancement techniques.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Real-time image enhancement techniques

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.085957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7faa3157-fb83-4560-96fd-7b399af47c1c · outbound

This paper cites Feature-oriented image enhancement using shock filters.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Feature-oriented image enhancement using shock filters

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.090697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83004d1f-c87c-483f-b52d-ab6a1d90613a · outbound

This paper cites Image enhancement using fuzzy set.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Image enhancement using fuzzy set

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.095664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 175827d8-b896-42ac-ba4c-d582dcb0519f · outbound

This paper cites Super-resolution image reconstruction: a technical overview.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Super-resolution image reconstruction: a technical overview

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.100884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 990bbeb4-8203-4ee4-9592-d2ef5784367d · outbound

This paper cites Accurate camera calibration for off-line, video-based augmented reality.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Accurate camera calibration for off-line, video-based augmented reality

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.107949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7da54937-9cf4-4220-9d59-6b4b00b0a8e2 · outbound

This paper cites A statistical approach to material classification using image patch exemplars.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey A statistical approach to material classification using image patch exemplars

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.113472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6a059e3-fde3-47d8-a5a3-4524f00033c2 · outbound

This paper cites Jittering reduction in marker-based augmented reality systems.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Jittering reduction in marker-based augmented reality systems

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.118287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1fc3810-cf00-4a21-8c32-a4b9896f447b · outbound

This paper cites Transform image enhancement.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Transform image enhancement

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.123096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e56f12f-af01-43bc-96ae-73e94f361680 · outbound

This paper cites Camera identification from cropped and scaled images.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Camera identification from cropped and scaled images

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.128344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9eed5c1-c58d-4b34-8d6a-ce3d7a217034 · outbound

This paper cites Image enhancement by nonlinear extrapolation in frequency space.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Image enhancement by nonlinear extrapolation in frequency space

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.133661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edc5880b-f68e-44e1-9a5c-0e4d3c784343 · outbound

This paper cites A text-to-picture synthesis system for augmenting communication.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey A text-to-picture synthesis system for augmenting communication

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.138683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79d4184e-1a34-4194-a742-04b9b0229ffa · outbound

This paper cites Semantic representations of near-synonyms for automatic lexical choice.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Semantic representations of near-synonyms for automatic lexical choice

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.143570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbf2b730-d0cc-4065-94a7-b3923a72f6ee · outbound

This paper cites Word sense disambiguation with pictures.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Word sense disambiguation with pictures

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.148422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e82c4bbf-ffc6-4448-a768-c78a6d2236c7 · outbound

This paper cites Text classification by augmenting the bag-of-words representation with redundancy-compensated bigrams.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Text classification by augmenting the bag-of-words representation with redundancy-compensated bigrams

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.153908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c2e3b0b-3789-4881-a5e8-4e2aef11c6c5 · outbound

This paper cites Addition–deletion networks.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Addition–deletion networks

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.158661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efb7ac88-e8ea-4fee-835d-16114cba5a36 · outbound

This paper cites Are good texts always better? interactions of text coherence, background knowledge, and levels of understanding in learning from text.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Are good texts always better? interactions of text coherence, background knowledge, and levels of understanding in learning from text

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.163568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47aa5e3a-a54b-4d19-8362-55c6779ca1db · outbound

This paper cites Missing inaction: the dangers of ignoring missing data.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Missing inaction: the dangers of ignoring missing data

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.168609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fe8770a-c501-4df3-90a4-29f580b48d33 · outbound

This paper cites Techniques for automatically correcting words in text.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Techniques for automatically correcting words in text

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.173447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51312975-2988-4c94-b3aa-4588c66283ea · outbound

This paper cites An augmented template-based approach to text realization.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey An augmented template-based approach to text realization

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.178231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a8205ec-b85d-44a5-9935-364ac6061e59 · outbound

This paper cites Scene text extraction and translation for handheld devices.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Scene text extraction and translation for handheld devices

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.183331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f51130ce-83e6-459e-b0fc-e0630a9dd286 · outbound

This paper cites Augmenting the power of lsi in text retrieval: Singular value rescaling.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Augmenting the power of lsi in text retrieval: Singular value rescaling

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.188607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f78fc6c-2303-47e7-8799-8b34c9d84090 · outbound

This paper cites The proper place of men and machines in language translation.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey The proper place of men and machines in language translation

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.194122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b29a1f95-5189-4d32-bc61-34e6b7ac6288 · outbound

This paper cites Embedding web-based statistical translation models in cross-language information retrieval.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Embedding web-based statistical translation models in cross-language information retrieval

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.199312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f764078f-f7fd-4fb1-ba20-082ce830bde4 · outbound

This paper cites A technical word-and term-translation aid using noisy parallel corpora across language groups.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey A technical word-and term-translation aid using noisy parallel corpora across language groups

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.204671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caf2b31b-d28b-446a-b3f2-405c6ce696dc · outbound

This paper cites Iterative clustering of high dimensional text data augmented by local search.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Iterative clustering of high dimensional text data augmented by local search

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.210201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1df9d0f5-65cb-41d9-9e85-cefb82e68153 · outbound

This paper cites Augmented audio reality: Telepresence/vr hybrid acoustic environments.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Augmented audio reality: Telepresence/vr hybrid acoustic environments

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.215357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42897cc0-5516-46e4-94ed-d98d133e5635 · outbound

This paper cites Vocal cord augmentation with autogenous fat.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Vocal cord augmentation with autogenous fat

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.220186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b01ec0d-1268-4c79-8737-fb9ee07b3ad1 · outbound

This paper cites Audio and visually augmented teleconferencing.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Audio and visually augmented teleconferencing

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.225307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef72fd8c-b6d2-4a92-9412-4f156063c2f0 · outbound

This paper cites Ackerman, and Debby Hindus.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Ackerman, and Debby Hindus

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.230099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d30e73a8-294e-48d7-a27e-2f431bf18d8e · outbound

This paper cites Can the lombard effect be used to improve low voice intensity in parkinson’s disease? European Journal of Disorders of Communication , 27(2):121–127, 1992.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Can the lombard effect be used to improve low voice intensity in parkinson’s disease? European Journal of Disorders of Communication , 27(2):121–127, 1992

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.235099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32902113-038e-4a72-b45f-6e7cbd72e8a6 · outbound

This paper cites Speech perception, localization, and lateralization with bilateral cochlear implants.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Speech perception, localization, and lateralization with bilateral cochlear implants

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.239690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e7c8182-2a5d-41a7-baab-7d5730cb3611 · outbound

This paper cites Improving performance in noise for hearing aids and cochlear implants using coherent modulation filtering.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Improving performance in noise for hearing aids and cochlear implants using coherent modulation filtering

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.244655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d824749-df9e-4229-9065-ec4133a6bfbc · outbound

This paper cites Speech recognition for a humanoid with motor noise utilizing missing feature theory.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Speech recognition for a humanoid with motor noise utilizing missing feature theory

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.249717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80b8c125-affd-40cb-b290-e20e686ed734 · outbound

This paper cites Augmented reality audio for mobile and wearable appliances.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Augmented reality audio for mobile and wearable appliances

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.254610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61b3996c-e4c7-4e28-bf19-f9ae3f4af0e4 · outbound

This paper cites Power supply noise in analog audio class d amplifiers.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Power supply noise in analog audio class d amplifiers

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.259505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7b396fc-ee80-4798-a315-eb60b9c05f85 · outbound

This paper cites Deep convolutional neural network based medical image classification for disease diagnosis.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Deep convolutional neural network based medical image classification for disease diagnosis

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.264379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25e9b7e2-f5c9-4c1f-be9a-6c3398ab068f · outbound

This paper cites Going deep in medical image analysis: concepts, methods, challenges, and future directions.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Going deep in medical image analysis: concepts, methods, challenges, and future directions

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.269219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea5177f1-14c0-444e-98ed-48c19828a46d · outbound

This paper cites Adversarial differentiable data augmentation for autonomous systems.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Adversarial differentiable data augmentation for autonomous systems

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.274303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11a311c2-d345-4bf3-a521-b44d9567cfa4 · outbound

This paper cites Data augmentation for deep learning based semantic segmentation and crop-weed classification in agricultural robotics.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Data augmentation for deep learning based semantic segmentation and crop-weed classification in agricultural robotics

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.279774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f338ce1e-4f3a-4453-9a37-0b07c3278872 · outbound

This paper cites DAGAM: Data Augmentation with Generation And Modification.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey DAGAM: Data Augmentation with Generation And Modification

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.284791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ae1d42d-27a9-4f11-a1f6-dd6f5df6df43 · outbound

This paper cites Generative AI in Agriculture: Creating Image Datasets Using DALL.E's Advanced Large Language Model Capabilities.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Generative AI in Agriculture: Creating Image Datasets Using DALL.E's Advanced Large Language Model Capabilities

Reference 80

Resolution: verified exact; local_arxiv, observed 2026-08-10T04:36:40.551209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 66cda6a2-0cf3-4af4-8763-b9000de2769f · outbound

This paper cites Synthetic data generation for tabular health records: A systematic review.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Synthetic data generation for tabular health records: A systematic review

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.296356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef86f27d-84d5-4c4d-bfe1-1b3f042ebc67 · outbound

This paper cites Data augmentation for medical imaging: A systematic literature review.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Data augmentation for medical imaging: A systematic literature review

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.301684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c848dc83-e0e6-4821-8644-be026470ab82 · outbound

This paper cites Multi-modal llms in agriculture: A comprehensive review.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Multi-modal llms in agriculture: A comprehensive review

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.306903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1859460f-82db-41c6-bd72-383f27b9a4bf · outbound

This paper cites Research on data augmentation for image classification based on convolution neural networks.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Research on data augmentation for image classification based on convolution neural networks

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.312065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cf4a101-8fd4-4295-8906-671ef30ae74d · outbound

This paper cites Data augmentation and generative machine learning on the cloud platform.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Data augmentation and generative machine learning on the cloud platform

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.317193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f99bdc6d-2f1f-4985-aa55-124ffe2e1be6 · outbound

This paper cites Data augmentation using deep generative models for embedding based speaker recognition.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Data augmentation using deep generative models for embedding based speaker recognition

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.322050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93ce9540-afb3-4093-bf4a-d7df71200239 · outbound

This paper cites Statistical Augmentation of a Chinese Machine-Readable Dictionary.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Statistical Augmentation of a Chinese Machine-Readable Dictionary

Reference 87

Resolution: verified exact; local_arxiv, observed 2026-08-10T04:36:40.524795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 25744ac4-66a5-4abf-bf79-8ed70b2a9c03 · outbound

This paper cites A comparison of id3 and backpropagation for english text-to-speech mapping.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey A comparison of id3 and backpropagation for english text-to-speech mapping

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.332059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b0ba7af-0f83-4446-9faf-6b1d4923bf61 · outbound

This paper cites an unresolved cited work.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Unresolved cited work

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.336892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ef8e37c-f0ff-4371-8ae0-70c261709fb3 · outbound

This paper cites Srl-aco: A text augmentation framework based on semantic role labeling and ant colony optimization.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Srl-aco: A text augmentation framework based on semantic role labeling and ant colony optimization

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.341637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24e63926-3e4d-468b-a93e-1c35a2c781f9 · outbound

This paper cites From theories on styles to their transfer in text: Bridging the gap with a hierarchical survey.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey From theories on styles to their transfer in text: Bridging the gap with a hierarchical survey

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.346759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8662a7b1-9908-44b4-b1d8-d66254b59665 · outbound

This paper cites Summary of chatgpt-related research and perspective towards the future of large language models.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Summary of chatgpt-related research and perspective towards the future of large language models

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.351795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25ef9681-2fbe-4811-8d35-af8604763111 · outbound

This paper cites Survey on deep neural networks in speech and vision systems.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Survey on deep neural networks in speech and vision systems

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.357623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fa32c4f-8dbe-4dab-a294-3ee124a44298 · outbound

This paper cites an unresolved cited work.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Unresolved cited work

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.363135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abd27d9c-19ff-481e-8596-2c3c65e3ebca · outbound

This paper cites Automated building damage assessment and large-scale mapping by integrating satellite imagery, gis, and deep learning.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Automated building damage assessment and large-scale mapping by integrating satellite imagery, gis, and deep learning

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.368046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e117fe4c-cbf5-48d1-9a64-f181e685b8ac · outbound

This paper cites Machine learning for advanced emission monitoring and reduction strategies in fossil fuel power plants.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Machine learning for advanced emission monitoring and reduction strategies in fossil fuel power plants

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.373656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a93cebc-465f-4130-8bcd-1fd05bad4371 · outbound

This paper cites A review on large language models: Architectures, applications, taxonomies, open issues and challenges.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey A review on large language models: Architectures, applications, taxonomies, open issues and challenges

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.378456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7d05b4c-179d-4d19-aedf-b3ae5ddff980 · outbound

This paper cites A comparison on data augmentation methods based on deep learning for audio classification.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey A comparison on data augmentation methods based on deep learning for audio classification

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.383521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fcc3640-d25c-4f29-83d7-16ef18effa2c · outbound

This paper cites A study on data augmentation in voice anti-spoofing.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey A study on data augmentation in voice anti-spoofing

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.388689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 052846a0-90c6-4626-aa5d-9913de8dbf8d · outbound

This paper cites On the analysis of data augmentation methods for spectral imaged based heart sound classification using convolutional neural networks.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey On the analysis of data augmentation methods for spectral imaged based heart sound classification using convolutional neural networks

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-10T04:36:37.393483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 763b5aaf-b75e-4ada-8887-4dfad38ffd6c · inbound

SafeTrans: LLM-assisted Transpilation from C to Rust cites this paper.

SafeTrans: LLM-assisted Transpilation from C to Rust Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-22T14:14:55.616435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 80ddc295-914b-43f5-864b-888679f4acd2 · inbound

Breaking the Barriers of Text-Hungry and Audio-Deficient AI cites this paper.

Breaking the Barriers of Text-Hungry and Audio-Deficient AI Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey

Reference 112

Resolution: unresolved; no resolver link, observed 2026-08-07T11:28:56.015260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73b99071-00fa-46f8-a614-09d889d6ee33 · inbound

ORBIT: Guided Agentic Orchestration for Autonomous C-to-Rust Transpilation cites this paper.

ORBIT: Guided Agentic Orchestration for Autonomous C-to-Rust Transpilation Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:46:05.073472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.