Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T20:59:10.513434Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 0 inbound Pith citation observations for arXiv:2508.09631.
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 2026-08-05T20:59:10.513434Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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
75 of 75 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation bd607dec-8547-48f4-b0dd-35ede7778fdd · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? GPT-4 Technical Report
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 181a4154-1188-441c-b0b9-f6dc148e94ea · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? A multi-agent deep reinforcement learning ap- proach for enhancement of covid-19 ct image segmentation
Reference 2
Source-reported events for the cited work
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Observation 966e747f-ad34-45d8-af67-d9a61c83606b · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Prompt augmentation for self-supervised text-guided image manipulation
Reference 3
Source-reported events for the cited work
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Observation 3135d801-d900-4f9c-8e10-33c70d3e9cec · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Video abstracts are associ- ated with an increase in research reports citations, views and social attention: a cross-sectional study
Reference 4
Source-reported events for the cited work
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Observation 4a357561-df9d-4761-8658-9c749cd0368f · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? A reinforced lunar dynamo recorded by chang’e-6 farside basalt
Reference 5
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Videocrafter2: Overcoming data limitations for high-quality video diffu- sion models
Reference 6
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Hallo2: Long-Duration and High-Resolution Audio-Driven Portrait Image Animation
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Collaborating with language models for embodied reason- ing
Reference 8
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Deepseek-r1: Incentivizing reasoning capa- bility in llms via reinforcement learning, 2025
Reference 9
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Lon- grope: extending llm context window beyond 2 million to- kens
Reference 10
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Self- collaboration code generation via chatgpt
Reference 11
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Cosyvoice 2: Scalable streaming speech synthe- sis with large language models
Reference 12
Source-reported events for the cited work
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Observation 04b945f9-6623-4ff2-875d-6d7bf316680d · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? The Llama 3 Herd of Models
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d344fde-804b-4056-9242-111ab948f51c · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Audio-visual tools in science communication: the video abstract in ecology and environ- mental sciences
Reference 14
Source-reported events for the cited work
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Observation c80ef098-ae34-4e4f-b5d3-3f1473e2129c · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? ComfyGen: Prompt-Adaptive Workflows for Text-to-Image Generation
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe34ccfe-fae5-4d78-9899-f7342dd0d126 · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? High-fidelity and freely controllable talking head video generation
Reference 16
Source-reported events for the cited work
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Observation 8f4f9bd7-f922-4eb5-9ea8-b2e18a7635b4 · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Large language model based multi- agents: A survey of progress and challenges
Reference 17
Source-reported events for the cited work
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Observation bdc08d0b-710c-4f5f-8b13-a2591a832f9e · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? An integrated guide for designing video abstracts using freeware and their emerging role in academic research advancement
Reference 18
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text
Reference 19
Source-reported events for the cited work
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Observation 718092d0-fba9-4d7d-bcce-2e47aa00c640 · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Video dif- fusion models
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ade0a0f1-11e9-4d97-8c5e-97362c7bb3df · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Metagpt: Meta pro- gramming for a multi-agent collaborative framework
Reference 21
Source-reported events for the cited work
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Observation 5281388e-4b5f-4289-b47e-7c37e5633705 · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Inner monologue: Em- bodied reasoning through planning with language models
Reference 22
Source-reported events for the cited work
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Observation a78616ec-a85c-422c-95de-7d617d4c9a73 · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? OpenAI o1 System Card
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91ce7756-a91a-4318-b381-6a81314b433e · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? A comprehensive survey on process-oriented automatic text summarization with exploration of llm-based methods
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b3abde2-4ef6-4fde-baff-7fb616bf7a2e · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Agentreview: Explor- ing peer review dynamics with llm agents
Reference 25
Source-reported events for the cited work
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Observation bbd03354-40b4-4244-81be-f43f6ff917a8 · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Text2video-zero: Text- to-image diffusion models are zero-shot video generators
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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Reference 27
Source-reported events for the cited work
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Observation c2ee3abd-2882-48a1-b8c4-ee5a8ea20915 · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? A human-inspired reading agent with gist memory of very long contexts
Reference 28
Source-reported events for the cited work
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Observation 80548bb0-0241-4358-9ae5-f0ad80d3b8ba · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Literature reviews with llm-based tools
Reference 29
Source-reported events for the cited work
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Observation d4de2705-9de8-4dbf-a9e3-baf1f1153087 · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Camel: Communicative agents for” mind” exploration of large language model society
Reference 30
Source-reported events for the cited work
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Observation ee0b6822-1159-40f1-aa9d-b4e9329baff4 · outbound
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Reference 31
Source-reported events for the cited work
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Observation b529b061-7937-4e4d-8dab-809fb88315a2 · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Long-context llms struggle with long in-context learn- ing
Reference 32
Source-reported events for the cited work
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Reference 33
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? �������������������������������
Reference 34
Source-reported events for the cited work
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Observation cdea6d74-196f-4a0c-9f36-b3e7098bfa17 · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Sora: Creating video from text
Reference 35
Source-reported events for the cited work
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Observation 675ecbb2-3768-4bea-ac37-133ad5f94acd · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? ������������������������� ���������������
Reference 36
Source-reported events for the cited work
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Observation 36bc5b4f-a87f-4d91-83a6-cf50b588a89b · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? ���������������������
Reference 37
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Commu- nicative agents for software development
Reference 38
Source-reported events for the cited work
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Observation df772ebf-16c8-4335-9cf7-212a12b876e8 · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Learning transferable visual models from natural language supervi- sion
Reference 39
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Hierarchical text-conditional image gener- ation with clip latents
Reference 40
Source-reported events for the cited work
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Observation cf4d7d98-e1f8-44db-9cc3-ee9879a7d4e9 · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? High-resolution image synthesis with latent diffusion models
Reference 41
Source-reported events for the cited work
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Observation 8a7d03e6-ab0d-45a2-b3ac-d338537790cc · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? U- net: Convolutional networks for biomedical image segmen- tation
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d5c261a-ba97-4928-819e-30bfbb34506d · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? The emergence of Large Language Models (LLM) as a tool in literature reviews: an LLM automated systematic review
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e63ce154-6c21-4b1a-8759-4ce339fbf499 · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Laion- 400m: Open dataset of clip-filtered 400 million image-text pairs
Reference 44
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Laion-5b: An open large-scale dataset for training next generation image-text models
Reference 45
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Llm-planner: Few-shot grounded planning for embodied agents with large language models
Reference 46
Source-reported events for the cited work
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Reference 47
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Gemini: A Family of Highly Capable Multimodal Models
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce1a136e-9015-4c84-aac6-4decf542c6d5 · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Overview of the nlpcc2024 shared task 6: Scientific literature survey generation
Reference 49
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Videotetris: Towards compositional text-to- video generation
Reference 50
Source-reported events for the cited work
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Observation bb6bfd49-5c7c-409b-8dcf-22d6ce01cc56 · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? LLaMA: Open and Efficient Foundation Language Models
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41f36e07-5938-46a3-8e58-d71ff2c3ee07 · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 52
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? SPAgent: Adaptive Task Decomposition and Model Selection for General Video Generation and Editing
Reference 53
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Uhlenbeck and S
Reference 54
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Rectified diffusion: Straightness is not your need in rectified flow
Reference 55
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Videocomposer: Compositional video synthesis with motion controllability
Reference 57
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Autosurvey: Large language models can automatically write surveys
Reference 58
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Genartist: Multimodal llm as an agent for unified image gen- eration and editing
Reference 59
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? ����� � � � ������ � ��� � ��� � ������������
Reference 60
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Art-v: Auto-regressive text-to- video generation with diffusion models
Reference 61
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? A survey on llm- generated text detection: Necessity, methods, and future di- rections
Reference 62
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? DreamFactory: Pioneering Multi-Scene Long Video Generation with a Multi-Agent Framework
Reference 63
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Dynamicrafter: Animating open-domain images with video diffusion priors
Reference 64
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Improving diffusion-based image synthesis with context pre- diction
Reference 65
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Mastering text-to-image diffu- sion: Recaptioning, planning, and generating with multi- modal llms
Reference 66
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? MMaDA: Multimodal Large Diffusion Language Models
Reference 67
Source-reported events for the cited work
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Observation 7f856a5c-6af4-4d3e-8d73-9442bfd21238 · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Mora: Enabling Generalist Video Generation via A Multi-Agent Framework
Reference 68
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Make pixels dance: High- dynamic video generation
Reference 69
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models
Reference 70
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides
Reference 71
Source-reported events for the cited work
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AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Chatgpt research group for optimizing the crystallinity of mofs and cofs
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a08dc8f5-a417-4f3d-9422-8bde7995bfc5 · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? Is llm a reliable re- viewer? a comprehensive evaluation of llm on automatic pa- per reviewing tasks
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 23d7e805-660b-44cc-ad7a-89a991c68b59 · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? An intelligent agentic system for complex image restoration problems
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 20ea2ffd-24fd-4dda-8e77-5db6753a6820 · outbound
AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries? The impact of video abstract on citation counts: evidence from a retrospective cohort study of new journal of physics
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
No inbound Pith citation observations are available.