Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T13:52:57.225192Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2412.12735.
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 2026-08-11T13:52:57.225192Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
62 of 62 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2dcfc16d-07e7-4520-b819-f58cb25181c5 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models URL: " 'urlintro :=
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccf1e047-37db-4ede-a275-7a60d030dab3 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models write newline
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81c81897-6316-46f1-b41c-93a5ea47eff0 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Training-Free Long-Context Scaling of Large Language Models
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9dd32fa-fb61-4bec-99dd-d3059e8d4dc5 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Why Does the Effective Context Length of LLMs Fall Short?
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4351508a-781c-4c02-a763-0042b6bd6997 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2a2a2c2-20de-4064-bcca-d5c16c17ae04 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models LongAlign: A Recipe for Long Context Alignment of Large Language Models
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29d34610-de14-4dab-b07d-a1ecdabf9cb4 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models ShareGPT4V: Improving Large Multi-Modal Models with Better Captions
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d547b8b2-6939-400e-8813-961cde1eec81 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Extending Context Window of Large Language Models via Positional Interpolation
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a08b6390-119e-410e-a0e1-19ed29d913f7 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation af0ddcb4-6675-4e21-a28b-365687bb4553 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b558fd6f-c168-489c-9493-836982d6a573 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d061051-915d-4015-b771-20bb819c5115 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd8a30ca-cf04-43e0-92ab-4b9919b549bf · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models SlowFast Networks for Video Recognition
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1834679-23ab-4180-9f05-16c2e846a4e7 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89300531-3d8e-4416-9ad8-794e839ee30d · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f743acbe-c706-4107-a2f2-b81bf92ef702 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models BLINK: Multimodal Large Language Models Can See but Not Perceive
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c075e71-43ea-4df9-bb9f-93a9c2ea915a · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f07333e1-9073-4a84-8116-313acf5ca227 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f492940-9c1e-45b6-b636-a26dfe13d8dd · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Gemini: A Family of Highly Capable Multimodal Models
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb9c01c4-71d7-40b8-b144-77fa99e4f328 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen - Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 675a55bd-2e84-47bb-a331-f6457955a0e4 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models MANTIS: Interleaved Multi-Image Instruction Tuning
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 961d1d6e-3efb-4fc7-9d2e-12dca1d937e0 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d7ee437-7529-442d-9bd9-58f0ba233421 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2da2df34-2ee6-4cf2-b86e-b5042ec76380 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 978d9c79-25e9-482a-a527-83062b2b5560 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models VideoChat: Chat-Centric Video Understanding
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5b17f06-a8c1-409d-bc31-b403998fca68 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12952629-216e-4600-8d99-dee8bdbf7ebd · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models M$^3$IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0522cd55-09d1-497e-a29d-8c1ef02e290a · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Video-LLaVA: Learning United Visual Representation by Alignment Before Projection
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9da6e79b-8d81-45b3-90e9-6d425b8fec82 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 10fc13bc-9154-495c-9644-f2a0722aa6bf · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Ring Attention with Blockwise Transformers for Near-Infinite Context
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bac83baa-919a-4e5c-b093-0183f15e2861 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Improved Baselines with Visual Instruction Tuning
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e815a367-7e79-413a-bb5a-7aadad4a93d9 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Visual Instruction Tuning
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ddbe5737-ef40-4d1a-912a-537731729393 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models MMBench: Is Your Multi-modal Model an All-around Player?
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98dfef0f-a47d-4f1e-9919-aafa5b46d6cd · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3bea4e0f-9112-4b05-bd55-2e3dcc715367 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0dfaab4b-8d98-403c-8cba-c45de2b8efb7 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c4d95314-2c89-4514-98be-049927005d14 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 709b09af-8f3b-4fb4-85e5-822d1e66504a · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models YaRN: Efficient Context Window Extension of Large Language Models
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f3ed3e4-2436-4fa5-b4fd-3e1941f08c1e · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef15c730-7ab6-4724-817f-3f416cd663c5 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Code Llama: Open Foundation Models for Code
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca2486ac-745f-496d-a356-8c207822161f · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cb65775c-9940-45b6-89db-55280d35a964 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc934de4-1b24-41b2-b737-87bd7325a224 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models A Length-Extrapolatable Transformer
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a756a6fe-e069-46d5-ab28-00674315cbd6 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Aligning Large Multimodal Models with Factually Augmented RLHF
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e22036f3-f643-4e47-bafb-7be7896b70a4 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models The Llama 3 Herd of Models
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80ae5947-48ac-4754-b805-abdefc72b2b1 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c6370aa-cf45-430f-85b5-ead9134862ca · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d1af7f1-7ea6-4bf5-b7af-944bef1cc46d · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86f9e18f-2976-4668-a5b2-9efddf3b0a3c · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5c9abfd0-f032-491f-8137-ab3180bbf295 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 355e61a9-5474-44fd-8a7c-854e220cc851 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f4d7ae47-6970-412c-bc50-f5048af92f5d · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 242a68af-21f3-40db-b0b2-456ba3e78a2a · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models LongVILA: Scaling Long-Context Visual Language Models for Long Videos
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0aa71577-1f22-478c-9ae9-b8689e182619 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Long Context Transfer from Language to Vision
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f7ee3c2-44ea-46d2-83c0-05b0f1986b22 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models LLaVA-Video: Video Instruction Tuning With Synthetic Data
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 556af101-79d9-4455-997b-c2bc0867fcf4 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models MLVU: Benchmarking Multi-task Long Video Understanding
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 139c5f36-f880-4f55-8ca9-d5c75a11ef7a · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12074ea3-c5e6-478b-a1fe-74048382e5d1 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 10647a01-123a-413e-90a5-e15ca231085b · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models write newline
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fce838dc-b3fb-460e-96bb-29b3c9796e81 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models @esa (Ref
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8be063b8-29c6-44cf-8ba5-167b8a7b9650 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e28feb92-f2e7-4e4f-98c7-76051339bc59 · outbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models Unresolved cited work
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.