Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T11:01:16.724642Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2509.03565.
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 2026-08-05T11:01:16.724642Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 418508c9-66ef-43cf-a72d-b38d5147cbe2 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Cvt-slr: Contrastive visual-textual transformation for sign language recognition with variational alignment
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67a96760-50ac-4e65-92e5-ceaa0135217d · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Simvpv2: Towards simple yet powerful spatiotemporal predictive learning.IEEE Transactions on Multimedia, 2025
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 524ce4e0-d07b-4276-8393-35846c951fde · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Openstl: A comprehensive benchmark of spatio- temporal predictive learning
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ea5fb69d-77e6-4e71-bd2d-22b10bad14f3 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Peek across: Improving multi-document modeling via cross-document question- answering
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 689f15e7-e7c1-49f9-bfe3-461b97933cf8 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Compressed heterogeneous graph for abstractive multi-document summarization
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation be4360db-1e3f-4725-a547-2ac70e36daf9 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Structvrm: Aligning multimodal reasoning with structured and verifiable reward models, 2025
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 947e3546-7c4a-482b-a755-efe21e11c16b · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Text summarization with pretrained encoders
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 62865f59-779c-40d8-8e9f-0ebeebc5b6a8 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Long-span summarization via local attention and content selection
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 192a074b-46ce-45fb-a4d9-a204b7fee649 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Hegel: Hypergraph transformer for long document summarization
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 68490897-0de6-4c98-b653-43c6ba794e2e · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Hierarchical attention graph for scientific document summarization in global and local level
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a9419d92-5cad-4506-9241-d1f649abd549 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Generating a Structured Summary of Numerous Academic Papers: Dataset and Method
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 43b8ff66-fb6e-4a61-8644-a83204bf18a2 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Chime: Llm-assisted hierarchical organization of scientific studies for literature review support
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ec854a7c-df28-47cb-9c3c-71a76de0a1e0 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Autosurvey: Large language models can automatically write surveys
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8f8968c3-62cc-44df-813b-0e80ae1df912 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference SurveyX: Academic Survey Automation via Large Language Models
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17c57236-a69a-49ea-b425-742bb786e7cf · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa5d9654-af0d-41c0-9c94-d1f492252c6b · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa211f0a-6f6a-4774-a88f-fd3d61248ae0 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 042b2d6c-ea47-4d48-a0d5-33d16b08c601 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference SketchAgent: Generating Structured Diagrams from Hand-Drawn Sketches
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2c7fb46-0691-40b9-9716-7a63cb683704 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference From words to structured visuals: A benchmark and framework for text-to-diagram generation and editing
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0f476359-0503-4aff-94ea-25d37b88562d · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21062215-8bb7-4eb7-8a1d-525b1841bee7 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Textrank: Bringing order into text
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 83457be8-3420-4843-bea7-972a1845f9de · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Lexrank: Graph-based lexical centrality as salience in text summarization
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5e42fc3b-a0c0-4ab4-b4b4-37ef97638d68 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference An empirical survey on long document summarization: Datasets, models, and metrics
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1b6efdb5-5cc3-43fc-a03f-aa93835c314e · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Extractive summarization using extended textrank algorithm
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 91531278-f1ef-457a-ae5e-ac5c7adf25d6 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Dependency- based discourse parser for single-document summarization
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a5f2bfcf-ee64-4974-b42f-5dbe36f65732 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Learning-based single- document summarization with compression and anaphoricity constraints
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 15566b5c-4143-43ad-99e3-3529ff88f5d1 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Single-document abstractive text summarization: A systematic literature review
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5abd86a5-6a79-40a4-89db-a550e8cf0eac · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference BooookScore: A systematic exploration of book-length summarization in the era of LLMs
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c39845a5-1cef-4b22-9e43-6d74151e8e3d · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Long document summarization with top-down and bottom-up inference
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 863de7e5-3c4e-451e-852c-400ba6b5047f · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Hi-Map: Hierarchical Factorized Radiance Field for High-Fidelity Monocular Dense Mapping
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e8a06eb9-cb7c-425d-8892-4cbea7430d78 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference SKT5SciSumm -- Revisiting Extractive-Generative Approach for Multi-Document Scientific Summarization
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9e9f26a7-35a8-427d-96b5-bfaabfbb9605 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Improving multi-document summarization through referenced flexible extraction with credit-awareness
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 17d721a6-4918-489a-ba0a-7964a242c856 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Super- vising the centroid baseline for extractive multi-document summarization
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 17e00a22-803a-4835-9f24-1daa13958bb6 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Enhancing multi-document summarization with cross-document graph- based information extraction
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 108d35fc-3b7b-4066-8a76-f64774676e73 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Disentangling specificity for abstractive multi-document summarization
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e452f52b-366b-4368-985b-d41a93ecae09 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Embrace divergence for richer insights: A multi-document summarization benchmark and a case study on summarizing diverse information from news articles
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cd1c8712-2413-41a7-88b4-f477093eb6bd · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5007d1a3-968d-45aa-9fb6-ef6e90f45f85 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Assisting in writing wikipedia-like articles from scratch with large language models
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 149a05c7-1d73-46f4-bb78-b4cdf56bbbb8 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Chatcite: Llm agent with human workflow guidance for comparative literature summary
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b938ce18-1f22-4e74-9d41-af7e98dd349a · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac6a2b37-8b82-4568-bcdc-6f2cf46ee915 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85391fb2-9e47-4313-b7fa-ffbd98dac110 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference GPT-4o System Card
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ddac94d-8dd6-483d-bd94-37aa89a65480 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67e9fbbc-bf46-4794-bf07-92c6fd2abe3e · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Gpt-4o: Advancing multimodal ai with real-time audio, vision, and text integration
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f8fa884b-85cf-4157-9320-c312da596821 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Qwen2.5-Coder Technical Report
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c7fbad7-84ca-46de-9c58-1de59bd96b84 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Qwen Technical Report
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d39ed4e4-038b-4557-ac5a-95b13fd8fc40 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference InternLM2 Technical Report
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52e10212-c8a4-4922-821a-54748ce489a0 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Llama 3: Open foundation for generative ai
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 06050abd-8665-466f-a4c4-4b39cb99a3b0 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Codellama: Open foundation models for code
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c4c0bdba-4863-4445-b92d-3ae9388c257b · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference The claude 3 model family: Opus, sonnet, haiku
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 75db4376-b704-4723-a34d-a86c013d1fd9 · outbound
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Gemini: A Family of Highly Capable Multimodal Models
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.