Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:19:58.426214Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 100 of 126 outbound references and 1 inbound Pith citation observation for arXiv:2507.08719.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:19:58.426214Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-27T03:57:19.028507Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T17:38:44.150550Z
100 of 126 outbound references displayed
External citation measurements
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Observation 72de2090-d723-4df3-b5de-5bce87f12cc8 · outbound
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Observation 62be36d1-48d4-47db-8b51-efae73449826 · outbound
Multilingual Multimodal Software Developer for Code Generation Gonzalez, Hao Zhang, and Ion Stoica
Reference 32
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Observation a8c032ee-c0d1-455f-aa1e-61f290601e99 · outbound
Multilingual Multimodal Software Developer for Code Generation LLaVA-OneVision: Easy Visual Task Transfer
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Reference 34
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Observation 2f5e6f20-6a69-4f1a-9375-70ccc5937571 · outbound
Multilingual Multimodal Software Developer for Code Generation StarCoder: may the source be with you!
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Observation 6f2c5b4d-110c-432b-93db-22f8fb00526b · outbound
Multilingual Multimodal Software Developer for Code Generation Towards real-world writing assistance: A Chinese character checking benchmark with faked and misspelled characters
Reference 36
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Observation ba4f7186-fe52-464e-8bfb-8e81dfad7905 · outbound
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Observation c5a1b78a-3d73-4d7e-8b0f-199cbc8271b1 · outbound
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Observation 45644a01-6d1d-47d5-8758-67a5c86af1d0 · outbound
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Multilingual Multimodal Software Developer for Code Generation Plot2Code: A Comprehensive Benchmark for Evaluating Multi-modal Large Language Models in Code Generation from Scientific Plots
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Multilingual Multimodal Software Developer for Code Generation PyBench: Evaluating LLM Agent on various real-world coding tasks
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Observation 365c8c62-629b-4af1-80b8-86bfbfbaf7f7 · outbound
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Observation 5173f544-2ac3-44fa-9e15-a7a266c88689 · outbound
Multilingual Multimodal Software Developer for Code Generation CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X
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Observation 546fc42b-603b-4281-a0b9-e5818a6dd781 · outbound
Multilingual Multimodal Software Developer for Code Generation OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement
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Observation fd1b7f94-49de-44e5-b11e-007b7f27a4e2 · outbound
Multilingual Multimodal Software Developer for Code Generation Llamafactory: Unified efficient fine-tuning of 100+ language models
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Observation 86e4781d-b215-43ec-beda-5b0c2d941ba5 · inbound
Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence Multilingual Multimodal Software Developer for Code Generation
Reference 7
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