Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T13:34:49.122694Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 1 inbound Pith citation observation for arXiv:2411.16116.
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 2026-08-12T13:34:49.122694Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-30T15:22:12.675862Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-30T15:24:49.881819Z
69 of 69 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 97178d7d-8756-4e3e-a338-464128b1d4dc · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Large lan- guage models are zero-shot reasoners,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64d9c953-5c5d-42e7-a1f6-cc217d326d91 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Chain-of-thought prompting elicits reasoning in large language models,
Reference 2
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 358dd735-0dd2-4521-956c-0fb90f65e394 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Sparks of Artificial General Intelligence: Early experiments with GPT-4
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c4dc8c7-d336-4a1f-8e4e-6c368f3b3d71 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Large Language Models Humanize Technology
Reference 4
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 afff1e5f-ada3-448e-a55e-b07ba8eb229e · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Challenges and Applications of Large Language Models
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f267b369-17e8-4961-a4c7-d63691428185 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents The role of large language models in medical education: applications and implications,
Reference 6
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 58f9f135-aaa9-48b5-8d0b-6c64059e82ae · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Neural methods for data-to-text generation,
Reference 7
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 83492a82-13d6-4ad9-9fa6-c7bec95bd61f · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Characterizing the intelligence analysis process: Informing visual analytics design through a longitudinal field study,
Reference 8
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 3b074f95-4d4b-463e-ab41-e9a6bfad3af6 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Exploring the evolution of sensemaking strategies in immersive space to think,
Reference 9
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 22d4b373-c3ac-4f38-8320-f47950eeb560 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents LLaMA: Open and Efficient Foundation Language Models
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c092dab2-e69c-4484-a89b-282f5c4dfed2 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a32c34b-499d-469f-bbb3-b5d5af95fcbd · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Training language models to follow instructions with human feedback,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56789b4d-0082-42d3-9ea4-c2c75309d9ee · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Tree of thoughts: Deliberate problem solving with large language models,
Reference 13
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 1bd5fd97-578e-4299-88f2-df64ecd5d902 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Graph of thoughts: Solving elaborate problems with large language models,
Reference 14
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 17ad4d8c-999e-4894-ad17-a56c569c54af · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb33b116-7a0c-4d09-add2-bb487ab5108c · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Generative agents: Interactive simulacra of human behavior,
Reference 16
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 d3dde1d2-ef27-4354-9940-409087c6d7d1 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents MTEB: Massive Text Embedding Benchmark
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation feba8d01-9de9-46eb-8ea3-1372e9003797 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Embedding-based retrieval in facebook search,
Reference 18
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 b3b3829f-4abd-44d6-a50c-1c44437fcf8c · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents One embedder, any task: Instruction-finetuned text embeddings,
Reference 19
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 4284f062-152c-4ad8-8450-d152679c6498 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Mistral 7B
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7927ed40-1018-4e97-ba40-c9aa4b5ff48c · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Gemma: Open Models Based on Gemini Research and Technology
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5af7f5a4-a2e0-4fb7-920e-ae6e1cbd8340 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Where do i start? algorithmic strategies to guide intelligence analysts,
Reference 22
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 9723589d-8ff1-48f0-b25f-f012717ddb8a · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Principles and tools for collaborative entity-based intelligence analysis,
Reference 23
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 b6acc5fa-b08f-4a75-a970-b6f5c85259ae · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Storytelling in entity networks to support intelligence analysts,
Reference 24
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 38b40cec-7ef0-4823-bf82-dc017afe84b6 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Entity workspace: An evidence file that aids memory, inference, and reading,
Reference 25
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 548b0295-14a2-4c0f-9a71-87dccead26ff · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Combining computational analyses and interactive visualization for document exploration and sensemaking in jigsaw,
Reference 26
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 ba90782f-f9db-43b2-81a1-6f061f9cd7b2 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Jigsaw: supporting investiga- tive analysis through interactive visualization,
Reference 27
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 08116e0a-9341-4843-89fa-86d61077aa77 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Modern hierarchical, agglomerative clustering algorithms,
Reference 28
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 edede713-ddd6-47cd-bff8-dd4f9ec28cd0 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Birch: an efficient data clustering method for very large databases,
Reference 29
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 8b516e60-e880-46a1-9cb5-4c2a29da89b9 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Rouge: A package for automatic evaluation of summaries,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5f2a334-77e7-4425-98c6-ddbae986cc8b · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Meteor: an automatic metric for mt evaluation with high levels of correlation with human judgments,
Reference 31
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 d6930612-c5ad-4e84-9031-c9db5ff16bf5 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents GPT-4 Technical Report
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c473a1a-6788-482a-84d6-dfd371f60537 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Judging llm-as-a-judge with mt-bench and chatbot arena,
Reference 33
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 555a7169-3c26-42c0-adad-edb59dc0fff4 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents GPTScore: Evaluate as You Desire
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c8bd8cb-bfd3-46f0-ae0f-743a82667f17 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Generative Judge for Evaluating Alignment
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5761062c-4fdb-49db-8c14-245720ef9903 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents An Empirical Study of LLM-as-a-Judge for LLM Evaluation: Fine-tuned Judge Model is not a General Substitute for GPT-4
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75ac56b7-dcb6-4e3b-a2a5-33bde934c0b3 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Is gpt-4 a reliable rater? evaluating consistency in gpt-4’s text ratings,
Reference 37
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 e68ac3ed-5b32-44f7-8074-b137d0eeeedd · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Self-Instruct: Aligning Language Models with Self-Generated Instructions
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b5bb2c8-2174-4ea5-a394-f1f6a68db120 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4a211ed-c134-4ee7-b3ce-9864ab9dcd76 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Automatic Story Generation: Challenges and Attempts
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0fc34a7-8fb8-4989-bc97-84d36df7d236 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents gkamradt/LLMTest needleinahaystack,
Reference 41
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 95630ef9-7b12-44e1-bae4-fb204437ef6d · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Lost in the middle: How language models use long contexts,
Reference 42
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 c1b8f89f-985a-4bf8-ab6d-58947229a7f2 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Learning to Reason with LLMs
Reference 43
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 f294a0ac-badc-4789-8893-9242fc83857a · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents BERTScore: Evaluating Text Generation with BERT
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46de8d41-b5b3-4b2e-897d-ba747a1720ef · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41352ee6-33dd-438d-ad80-d43e9dfffd17 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Crescent Train New York, Atlanta, New Orleans | Amtrak
Reference 46
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 62ccd8f8-422b-4ecd-867e-7ded7f50f0df · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents The flan collection: Designing data and methods for effective instruction tuning,
Reference 47
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 f6e6c9c3-3b77-4d83-a15a-4e7e70ad4dbc · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ac1c42e-44e1-4d5d-acbd-659913e2d962 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Voyager: An Open-Ended Embodied Agent with Large Language Models
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94b067a7-b2f0-4b75-bbf0-43f83a4364b0 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Mathematical discoveries from program search with large language models,
Reference 50
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 b66efe88-ab80-4f5b-80bb-a16ed4af366e · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Pirolli and S
Reference 51
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 fc1ed4a1-f5db-4c93-83e9-91b94d79ba62 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents A Data–Frame Theory of Sensemaking,
Reference 52
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 e2c71018-363c-424a-a9dd-2b26f6329662 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Model-guided information discovery for in- telligence analysis,
Reference 53
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 8bf85aed-0161-4e5f-bbf6-472c22399b11 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents A multi-agent system of evidential reasoning for intelligence analyses,
Reference 54
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 f924c3e7-6c6e-4d1a-9a49-1885d036d37d · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Interactive Storytelling over Document Collections
Reference 55
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 f0856303-0f37-4d14-9e2f-fd6616ea418f · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents The human is the loop: new directions for visual analytics,
Reference 56
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 d4923a11-e777-4d95-94e1-80604aaa8ef0 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Helping intelligence analysts make connections,
Reference 57
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 0d5a67bf-2324-427c-af8a-ecb387e6c17d · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Spaces to think: A comparison of small, large, and immersive displays for the sensemaking process,
Reference 58
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 7e4024f8-ddae-429f-82f8-75fa8825611e · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Retrieval-augmented generation for knowledge-intensive nlp tasks,
Reference 59
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 368a3979-523b-46e8-a559-b77a169afd17 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Training Language Models with Memory Augmentation
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03e88976-66df-431a-aa8c-3db6479191e8 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Self-knowledge guided retrieval augmentation for large language models,
Reference 61
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 314f92ee-781d-4e81-808e-1cd14f1f3f76 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Retrieval-Augmented Generation for Large Language Models: A Survey
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0385d6c4-bb41-4a1d-a67d-051051f96c78 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9da933c3-b1c4-4508-930c-387fa9cd2e2b · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Chameleon: Plug-and-play compositional reasoning with large language models,
Reference 64
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 d4064868-eab1-4cb8-80f2-e5358369b8ea · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Toolformer: Language models can teach themselves to use tools,
Reference 65
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 e4d0450f-5c5c-48d8-9efd-34db7aa40946 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents Graph-ToolFormer: To Empower LLMs with Graph Reasoning Ability via Prompt Augmented by ChatGPT
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f746a590-a00e-469f-8ebf-1556fb80beef · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning
Reference 67
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 237cf4e9-be7b-45c8-b820-9982811043af · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents TALM: Tool Augmented Language Models
Reference 68
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29b1ed41-b315-4249-9634-c17f9cf28882 · outbound
LLM Augmentations to support Analytical Reasoning over Multiple Documents ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0feb7a87-a5dd-421c-aabd-0fb3f736b6ea · inbound
Memento: Personalized RAG-Style Long-Retention Data Scaling for META Ads Recommendation LLM Augmentations to support Analytical Reasoning over Multiple Documents
Reference 10
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.