Paper Citation Record · LEDGER

Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation

As of 13 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 1 inbound Pith citation observation for arXiv:2412.12627.

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

pith.paper-citation-record.v1
2412.12627 v2

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:59:28.143143Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:37:22.805876Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T05:37:30.303500Z

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy3
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation deef2abf-6424-45ac-a224-35ca4ddb16d4 · outbound

This paper cites How Good Are GPT Models at Machine Translation? A Comprehensive Evaluation.

Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation How Good Are GPT Models at Machine Translation? A Comprehensive Evaluation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T13:59:28.120120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e83efcc8-c741-4fab-8bd9-cb8a63482e4d · outbound

This paper cites In Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, V olume 1: Long Papers, pages 6525–6538.

Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation In Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, V olume 1: Long Papers, pages 6525–6538

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:59:28.258314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 88b6942a-dad1-44e4-9358-40c752c52ae2 · outbound

This paper cites Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine.

Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T13:59:28.126747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbd226be-1bf9-4f09-b7e3-299038b96376 · outbound

This paper cites BLEURT: Learning Robust Metrics for Text Generation.

Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation BLEURT: Learning Robust Metrics for Text Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T13:59:28.136633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75166648-c4de-42f2-adf9-1465861fc0a8 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T13:59:28.140259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f4ab29a-ff4c-4772-8697-a8c68628a35c · outbound

This paper cites Hallucinations in Large Multilingual Translation Models.

Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation Hallucinations in Large Multilingual Translation Models

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-11T13:59:28.115780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e69140c-8257-4c63-a1da-3c24e248b386 · outbound

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

Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-11T13:59:28.103249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0aa4da9-bb23-45bd-b98d-aa4e5b3343dd · outbound

This paper cites LLM-based Translation Inference with Iterative Bilingual Understanding.

Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation LLM-based Translation Inference with Iterative Bilingual Understanding

Reference 2019

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T13:59:28.228201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d5e4291c-bfb8-4f39-803b-61fa998f4b91 · outbound

This paper cites Empowering Cross-lingual Abilities of Instruction-tuned Large Language Models by Translation-following demonstrations.

Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation Empowering Cross-lingual Abilities of Instruction-tuned Large Language Models by Translation-following demonstrations

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-11T13:59:28.130612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb72fada-cc53-467d-b758-0edee747ed96 · outbound

This paper cites In Proceedings of the Seventh Conference on Machine Translation (WMT), pages 578–585.

Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation In Proceedings of the Seventh Conference on Machine Translation (WMT), pages 578–585

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:59:28.248835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 93f051e8-ea6e-419b-abc6-5c9f3bd8969b · outbound

This paper cites In Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023.

Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation In Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:59:28.267220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 099b569b-d471-4dd7-98eb-d28046c78c52 · outbound

This paper cites Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning.

Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning

Reference 2697

Resolution: unresolved; no resolver link, observed 2026-08-11T13:59:28.143143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a187d665-4eaf-4e1f-a5fd-85ad7bcbf013 · inbound

PRIM: Towards Practical In-Image Multilingual Machine Translation cites this paper.

PRIM: Towards Practical In-Image Multilingual Machine Translation Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-05T05:37:30.474316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.