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Paper Citation Record · LEDGER

A Roadmap for Tamed Interactions with Large Language Models

As of 16 August 2026, this Paper Citation Record lists 91 of 91 outbound references and 0 inbound Pith citation observations for arXiv:2510.24819.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2510.24819 v2

Coverage vector

measured 91 of 91 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:44:30.589688Z

measured 91 of 91 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

91 of 91 outbound references displayed

  • verified exact8
  • verified fuzzy11
  • unresolved67
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a3459c49-ae6e-44eb-97b9-3f50462282fe · outbound

This paper cites OpenAI API Reference: Documentation for Accessing and Interacting with OpenAI Models.

A Roadmap for Tamed Interactions with Large Language Models OpenAI API Reference: Documentation for Accessing and Interacting with OpenAI Models

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:44:30.023103Z digest=sha256:75e9743322a605fa6d1a24f957d7e881e25fcffda51cefb13bc14a9209ac735c

Observation a4267584-0bce-4d8d-a169-84b0d9e7b0ef · outbound

This paper cites LangChain Documentation: Introduction to Building Applications with Language Models.

A Roadmap for Tamed Interactions with Large Language Models LangChain Documentation: Introduction to Building Applications with Language Models

Reference 2

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:44:30.030714Z digest=sha256:7702c1c86ae748da6e6dc6547307b0879d9dce416eaf4a2df6524c1709f06d6e

Observation 5cf46739-844e-4711-a7cd-5fb437c67837 · outbound

This paper cites CrewAI: Framework for Building Autonomous Multi-Agent LLM Workflows.

A Roadmap for Tamed Interactions with Large Language Models CrewAI: Framework for Building Autonomous Multi-Agent LLM Workflows

Reference 3

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no resolver link, observed 2026-08-15T15:44:30.036366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:44:30.036366Z digest=sha256:fa3659ffb2bb211a92c227549af02e53fa568c2c565b57e527523e91f9509e3c

Observation 48ca5667-46cf-4b02-b3ec-bb5028a0528d · outbound

This paper cites FlowiseAI: Low-Code Platform for Building LLM-Powered Applications Visually.

A Roadmap for Tamed Interactions with Large Language Models FlowiseAI: Low-Code Platform for Building LLM-Powered Applications Visually

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:44:30.043292Z digest=sha256:32dc27a7c0c1dbefbfc9a48f3688a900122981081f64f124af5d8c3945c15372

Observation bea70e1c-375b-4cfb-8861-ff4da24a3234 · outbound

This paper cites Google AI Studio: Access Gemini Models and API Tools for AI Development.

A Roadmap for Tamed Interactions with Large Language Models Google AI Studio: Access Gemini Models and API Tools for AI Development

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:44:30.050830Z digest=sha256:6b8f43beef15147ceed3f8e57495e932e0af7556d4ef079cc807d473afbce99a

Observation ad927dfd-0ff8-4538-8ee8-0a574d848f19 · outbound

This paper cites Guardrails AI: Framework for Validating and Controlling LLM Outputs.

A Roadmap for Tamed Interactions with Large Language Models Guardrails AI: Framework for Validating and Controlling LLM Outputs

Reference 6

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no resolver link, observed 2026-08-15T15:44:30.060810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:44:30.060810Z digest=sha256:fe988cf61e5fba8e8e49807b97d9df6f5c4d6616b7a2a0582809c4f107eb2987

Observation d19bba20-3334-4ba7-b92f-369466a42142 · outbound

This paper cites Guidance: Programmable Control for Language Models Using Constraints and Templates.

A Roadmap for Tamed Interactions with Large Language Models Guidance: Programmable Control for Language Models Using Constraints and Templates

Reference 7

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T15:44:30.066737Z digest=sha256:8b08656fc6f4038ddfcbd9ad2853283b77800766c019ccdea0c779ce799784a1

Observation b443262e-cece-487a-827b-f98a589cf4be · outbound

This paper cites Haystack by deepset: Framework for Developing End-to-End NLP Applications with LLMs and RAG.

A Roadmap for Tamed Interactions with Large Language Models Haystack by deepset: Framework for Developing End-to-End NLP Applications with LLMs and RAG

Reference 8

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T15:44:30.073515Z digest=sha256:6a64f742ac436073833dbea02abc49148345f356df1d5226826474c6b668919a

Observation c0bfa9d9-6d0c-4abc-80cf-f19d66d41060 · outbound

This paper cites IBM watsonx.ai: Enterprise Studio for Training, Validating, and Deploying AI Models.

A Roadmap for Tamed Interactions with Large Language Models IBM watsonx.ai: Enterprise Studio for Training, Validating, and Deploying AI Models

Reference 9

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T15:44:30.081546Z digest=sha256:88337ad64fc97142c885254059b008030cd838b7dab7726fac02ae0b19df587c

Observation 13519943-882f-473b-ada6-d92c373790fd · outbound

This paper cites llama-cpp-python: Python Bindings for llama.cpp for Easy Integration.

A Roadmap for Tamed Interactions with Large Language Models llama-cpp-python: Python Bindings for llama.cpp for Easy Integration

Reference 10

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T15:44:30.087970Z digest=sha256:c3a371bc50acce875a784c7abb18b231eb5dcc693d3c541ceea9ee32f7ac7571

Observation a68dd115-5bf6-4b90-8075-034e1fb494b2 · outbound

This paper cites Llama.cpp: Efficient LLM Inference in C/C++ for LLaMA Models on CPUs.

A Roadmap for Tamed Interactions with Large Language Models Llama.cpp: Efficient LLM Inference in C/C++ for LLaMA Models on CPUs

Reference 11

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source=pdf_text observed=2026-08-15T15:44:30.101328Z digest=sha256:793055835eb82d89a91cac40294a2c02bbc3de726919db9de319e9e46133331c

Observation cca9f57d-68be-4956-8a1e-f2de85f530a3 · outbound

This paper cites Llama.cpp Grammars: Enforcing Syntax Constraints on Language Model Outputs.

A Roadmap for Tamed Interactions with Large Language Models Llama.cpp Grammars: Enforcing Syntax Constraints on Language Model Outputs

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:44:33.234817Z

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.

source=pdf_text observed=2026-08-15T15:44:30.107704Z digest=sha256:e71d945ee540b1908c93e90bf0f99b34780d67ba3946b5f950cc717e44282249

Observation 3c543cc0-a498-44d3-99e4-82e5bb4bc930 · outbound

This paper cites LlamaIndex: Data Framework for Connecting LLMs with External Data Sources.

A Roadmap for Tamed Interactions with Large Language Models LlamaIndex: Data Framework for Connecting LLMs with External Data Sources

Reference 13

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verified fuzzy
raw_fallback, observed 2026-08-15T15:44:33.220239Z

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.

source=pdf_text observed=2026-08-15T15:44:30.114175Z digest=sha256:ae64949d646257049f8f89c7b1145e9947bbe674e36e2b8f00ec3d34fa71390f

Observation 9a2cae4d-93cc-4695-a907-aab4008da597 · outbound

This paper cites Semantic Kernel: Microsoft’s Framework for Integrating LLMs with Traditional Programming Models.

A Roadmap for Tamed Interactions with Large Language Models Semantic Kernel: Microsoft’s Framework for Integrating LLMs with Traditional Programming Models

Reference 14

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raw_fallback, observed 2026-08-15T15:44:33.200366Z

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.

source=pdf_text observed=2026-08-15T15:44:30.119177Z digest=sha256:ee39b31b59f40ec0c3db980c84044072548abbcc7d4f1e7acc56c829a742b67e

Observation 9fd0cd9d-d01b-46fc-b040-1635c8821a12 · outbound

This paper cites Google Gemini API Documentation: Generating Structured Output with Language Models.

A Roadmap for Tamed Interactions with Large Language Models Google Gemini API Documentation: Generating Structured Output with Language Models

Reference 15

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raw_fallback, observed 2026-08-15T15:44:33.184251Z

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.

source=pdf_text observed=2026-08-15T15:44:30.126394Z digest=sha256:aa230dc1c22d2bafbcd238aab97b29dc001ab45e4b99cd9e848f7b0f3923e4ab

Observation 3227c18e-5df0-45d6-8673-26c5a85a7c8c · outbound

This paper cites OpenAI: Introducing Structured Outputs in the API for Reliable Response Formatting.

A Roadmap for Tamed Interactions with Large Language Models OpenAI: Introducing Structured Outputs in the API for Reliable Response Formatting

Reference 16

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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.

source=pdf_text observed=2026-08-15T15:44:30.131578Z digest=sha256:9d8f294679e1a3f061170056a5ee4a5391d969c6016f0cbaae15d49ce10b2663

Observation 2c16d08d-e4b8-44de-ac37-4c4b93384f25 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 17

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:44:30.140675Z digest=sha256:f8271899d5e1358f66141634f68ee68645f814500eee3e2b63f0a82029b87603

Observation 0741f2d8-5de6-4b74-b4b1-7579b417ea5b · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

A Roadmap for Tamed Interactions with Large Language Models Gemini: A Family of Highly Capable Multimodal Models

Reference 18

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source=pdf_text observed=2026-08-15T15:44:30.147213Z digest=sha256:f720141653bf561339993a554e470107db712189ce4c229c498ae8001b350ccd

Observation 058e49ab-d020-4581-8cdf-a7f406621061 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 19

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source=pdf_text observed=2026-08-15T15:44:30.152944Z digest=sha256:95cda2e5548c2e9f660c181a9bfa79cb6db9fd9053d064b2ca7d3b538beeae3e

Observation 64d2c1c6-5d37-40d1-919f-e1a95dcdf890 · outbound

This paper cites Eliciting Latent Predictions from Transformers with the Tuned Lens.

A Roadmap for Tamed Interactions with Large Language Models Eliciting Latent Predictions from Transformers with the Tuned Lens

Reference 20

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source=pdf_text observed=2026-08-15T15:44:30.159563Z digest=sha256:49190958a0d314a3ea18ac86a5cb608637fc80ce21c35fb91be730cfc03c4a04

Observation 7e5d5363-4fac-4161-9b00-ce3b12acb1b5 · outbound

This paper cites DeepSeek LLM: Scaling Open-Source Language Models with Longtermism.

A Roadmap for Tamed Interactions with Large Language Models DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Reference 21

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source=pdf_text observed=2026-08-15T15:44:30.171576Z digest=sha256:3f37c804722988dec4b6160e057bf350ae2252400b2ad34208fb13f9268949ef

Observation 9577198e-b8b3-4d70-a647-b83e4b749d3e · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 22

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doi, observed 2026-08-15T15:44:31.544714Z

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.

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Observation c2785832-2482-4e19-8ebc-291ce2edeeb0 · outbound

This paper cites Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, et al.

A Roadmap for Tamed Interactions with Large Language Models Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, et al

Reference 23

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raw_fallback, observed 2026-08-15T15:44:33.138844Z

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.

source=pdf_text observed=2026-08-15T15:44:30.187602Z digest=sha256:90a08b22ba891906e68fc49b03ff14f5c818c9aaae8b680cffc9bbc5f7b83494

Observation eb3b42b0-5102-4a1c-9774-c41ac8b7cdab · outbound

This paper cites InTraVisTo: Inside Transformer Visualisation Tool.

A Roadmap for Tamed Interactions with Large Language Models InTraVisTo: Inside Transformer Visualisation Tool

Reference 24

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local_arxiv, observed 2026-08-15T15:44:31.522157Z

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.

source=pdf_text observed=2026-08-15T15:44:30.192568Z digest=sha256:eaeb6206f70dcbaee27f36fa99fe71fa222f1313671955c09e8c05422f3ed8d8

Observation c24bf758-0827-453a-8fe6-0cc4a8943919 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 25

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source=pdf_text observed=2026-08-15T15:44:30.198625Z digest=sha256:123e0c76dc504a83223fb1239be920157742842040edd211f353a0ffc1f9a7ae

Observation 3fcc946c-fb14-4c9c-82e3-71fa4c796eb5 · outbound

This paper cites Scaling Instruction-Finetuned Language Models.

A Roadmap for Tamed Interactions with Large Language Models Scaling Instruction-Finetuned Language Models

Reference 26

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source=pdf_text observed=2026-08-15T15:44:30.204938Z digest=sha256:df09a377314a439688f735bf9f6db050422cb8490c1c15d8a2a2d6c120e92d9a

Observation af152bb1-4160-41dc-9454-f6cac425aa2e · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 27

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raw_fallback, observed 2026-08-15T15:44:33.115538Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:44:30.210160Z digest=sha256:3e03aaa38f7a043890d24a75cece83fa954ddb5904a2299d5eafa1e64fecc031

Observation 979ffce5-1574-4bd3-9d15-14373a7868a3 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 28

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raw_fallback, observed 2026-08-15T15:44:32.703438Z

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.

source=pdf_text observed=2026-08-15T15:44:30.215316Z digest=sha256:7e05681951655ce8e79444f09555d7b5e824284fd7e3d6ffc4ddfc2d13a750e7

Observation 76f57a6f-dc25-44bb-b5a3-659bcc285005 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 29

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raw_fallback, observed 2026-08-15T15:44:33.094737Z

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.

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Observation 63b8d4df-0db9-4df6-87b5-f3ced730c1b1 · outbound

This paper cites Fu, Stefano Ermon, Atri Rudra, and Christopher Ré.

A Roadmap for Tamed Interactions with Large Language Models Fu, Stefano Ermon, Atri Rudra, and Christopher Ré

Reference 30

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raw_fallback, observed 2026-08-15T15:44:33.079781Z

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.

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Observation 29530ddd-a6f2-4518-9b70-258098e68936 · outbound

This paper cites DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model.

A Roadmap for Tamed Interactions with Large Language Models DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 31

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source=pdf_text observed=2026-08-15T15:44:30.235148Z digest=sha256:5244ccf46e29fc05712ed2aa1c13ea784601fb7f74eb03604e7c93ab01d78fbe

Observation 01c47d81-eed4-442d-8ad3-9f09282e54f7 · outbound

This paper cites DeepSeek-V3 Technical Report.

A Roadmap for Tamed Interactions with Large Language Models DeepSeek-V3 Technical Report

Reference 32

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source=pdf_text observed=2026-08-15T15:44:30.243183Z digest=sha256:5bacfafbe6248c6f1eb2d5e809c7da31e5fbca4a5c3c34fd6e2ec3bcc11e1c33

Observation befcb310-a82f-4beb-953e-f34e09ef94cd · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 33

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T15:44:30.253204Z digest=sha256:2da9af0dec3fc6fcb8301e87b550911be8466b498b545010e69121694c306910

Observation 1d050fd2-63d2-419b-a42d-480158469263 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 34

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verified exact
doi, observed 2026-08-15T15:44:31.323029Z

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.

source=pdf_text observed=2026-08-15T15:44:30.260408Z digest=sha256:122574e57b8d9d1f1f84ed6544343dc0bf79a12bbce57ca79fc922648a6844a3

Observation 76f379ce-2554-4bf8-ac71-0c2c6ed2c50a · outbound

This paper cites The Llama 3 Herd of Models.

A Roadmap for Tamed Interactions with Large Language Models The Llama 3 Herd of Models

Reference 35

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source=pdf_text observed=2026-08-15T15:44:30.264714Z digest=sha256:b712f9113a78eb6a76ed72f5af81de8902c129a0bad7222f62b3fd6c7a5539cd

Observation 40645a4d-bb06-4a02-a56a-b70084498ffd · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 36

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verified exact
doi, observed 2026-08-15T15:44:31.220955Z

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.

source=pdf_text observed=2026-08-15T15:44:30.269412Z digest=sha256:9b4d6c2a2fd86ce8abbbfca93855c35582fa649d08851faa7eff3f96465496c5

Observation 52b4e7a9-3ff7-4233-b4d5-0ce09db7ab71 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 37

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source=pdf_text observed=2026-08-15T15:44:30.275995Z digest=sha256:21670624740ce30e77b25c8c0caad9e67e34f522943ad8011d6ffb9c7ebb13c5

Observation b780fb62-6f0c-40f6-b91c-6a2741abde63 · outbound

This paper cites 2023.Information Technology - Artificial Intelligence - AI System Life Cycle Processes.

A Roadmap for Tamed Interactions with Large Language Models 2023.Information Technology - Artificial Intelligence - AI System Life Cycle Processes

Reference 38

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raw_fallback, observed 2026-08-15T15:44:33.054693Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:44:30.280968Z digest=sha256:b1d62239671461728ddc8c4dc823824d9a4b0507a9c7bea36d914af497d32a29

Observation bd6fd66e-8d99-4358-a6a7-0e6ce491ac54 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 39

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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.

source=pdf_text observed=2026-08-15T15:44:30.286336Z digest=sha256:cde73dd5877c35e68aad41e87668869da1d4f2cfdceab19c608b28831260f6ee

Observation 46ef8fc0-14e9-4834-920b-44500bbf9e83 · outbound

This paper cites Gallegos, Ryan A.

A Roadmap for Tamed Interactions with Large Language Models Gallegos, Ryan A

Reference 40

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source=pdf_text observed=2026-08-15T15:44:30.292608Z digest=sha256:2e7d47bed1846c30029d3cd6aaaabe2a899b43fd69f79f01b28b519960bb15c2

Observation 949a6c4b-220b-4284-8b9f-4d74e52fa34e · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

A Roadmap for Tamed Interactions with Large Language Models Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 41

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source=pdf_text observed=2026-08-15T15:44:30.300439Z digest=sha256:97cbb4a3482023b3a34f449ffcc1e95de85a15a56ebd14c5968c35bba3c3897c

Observation 183e9e12-85d7-4199-b965-0b7716b4d1ba · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 42

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raw_fallback, observed 2026-08-15T15:44:33.000178Z

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.

source=pdf_text observed=2026-08-15T15:44:30.313514Z digest=sha256:fd1b2a5ba1d269c470b2cc7bd72a776951e683c37881e38a082468f5afde162b

Observation e08ef1d1-7ba1-4d33-a95b-9b41b3081878 · outbound

This paper cites Goodfellow, Yoshua Bengio, and Aaron C.

A Roadmap for Tamed Interactions with Large Language Models Goodfellow, Yoshua Bengio, and Aaron C

Reference 43

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verified fuzzy
raw_fallback, observed 2026-08-15T15:44:32.980227Z

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.

source=pdf_text observed=2026-08-15T15:44:30.319221Z digest=sha256:01781d70570288743a357837d61260eb399fcaf0e88f759a203a2706dd309133

Observation 4011084a-7652-4f5e-b33d-728e2ff1078c · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 44

Resolution
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raw_fallback, observed 2026-08-15T15:44:32.514782Z

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.

source=pdf_text observed=2026-08-15T15:44:30.323575Z digest=sha256:bc84c588f868ed4bad083a5cd0c2f438d155337ee8936982075a18f7662a4cff

Observation ce036be4-c1c5-400d-8720-5c6707044633 · outbound

This paper cites Training Compute-Optimal Large Language Models.

A Roadmap for Tamed Interactions with Large Language Models Training Compute-Optimal Large Language Models

Reference 45

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T15:44:30.330435Z digest=sha256:6d6ab04be18c612a123406358bd65514575f68a71dd5bb1a4e2b00ce9a860381

Observation f4b5a80b-bd8c-41d0-ba3e-ca8bca14c6b9 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 46

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source=pdf_text observed=2026-08-15T15:44:30.338850Z digest=sha256:ca28193e33d5d0911abff9f1601d1f1295fcd5309e5354c69e41a695fa443f6e

Observation 04549d35-4966-4602-853c-222912adc31e · outbound

This paper cites A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.

A Roadmap for Tamed Interactions with Large Language Models A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Reference 47

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T15:44:30.348615Z digest=sha256:592c5579890cc4dae9fa434a9973ed80b7f019c303b9cb977a26ad5c96c80725

Observation e1601e83-232d-4a5b-856e-5a3a3c752d56 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 48

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unresolved
raw_fallback, observed 2026-08-15T15:44:32.962808Z

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.

source=pdf_text observed=2026-08-15T15:44:30.353694Z digest=sha256:ef037cbeab460c75dbe99f9ee7d22591f39bb160d5fc63a4da348619c1c93089

Observation 3ae69126-159a-4cdc-94f2-72bea8643583 · outbound

This paper cites GPT-4o System Card.

A Roadmap for Tamed Interactions with Large Language Models GPT-4o System Card

Reference 49

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T15:44:30.360310Z digest=sha256:eeae95a2be4a4bad385055c3b47440b727b2c73be404fc7e8e220487f0ac75aa

Observation 289da1ef-3bd1-4d70-bd10-582b87515990 · outbound

This paper cites Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations.

A Roadmap for Tamed Interactions with Large Language Models Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Reference 50

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T15:44:30.366619Z digest=sha256:4af65a4b881ec6b94ba164b4895f718d0f05f0e5f02937d8ef369325ed307a13

Observation e705a02f-fdbc-4b4a-a72e-ae1002172b39 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 51

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no resolver link, observed 2026-08-15T15:44:30.373274Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T15:44:30.373274Z digest=sha256:16d17fba6fc588700ec18fa07a956ec32ce03f1fec1fddc08e9e8fffb2f3f1fe

Observation 05247e7d-51cd-4604-9bd4-5160cfce703c · outbound

This paper cites Mistral 7B.

A Roadmap for Tamed Interactions with Large Language Models Mistral 7B

Reference 52

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no resolver link, observed 2026-08-15T15:44:30.381703Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T15:44:30.381703Z digest=sha256:6f86abc5dee6ba1a636ebfa2483258879ec55625d0a9a352e74ed1454d03f3f1

Observation 33cf8a40-2e02-4842-adbf-83220bc2081f · outbound

This paper cites Mixtral of Experts.

A Roadmap for Tamed Interactions with Large Language Models Mixtral of Experts

Reference 53

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no resolver link, observed 2026-08-15T15:44:30.388303Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T15:44:30.388303Z digest=sha256:b81098adc5f09f3129f38f787ef2696566dadb7f636fa2b7332e8d7b6ddb4062

Observation 05099afd-495e-4b7b-bcbb-28209e30ca44 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 54

Resolution
verified exact
raw_fallback, observed 2026-08-15T15:44:32.427657Z

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.

source=pdf_text observed=2026-08-15T15:44:30.393706Z digest=sha256:3bbc3a2592da29a54d63af9207dfd4f6e81c2dc75417898cdca88e0bd6a18aea

Observation 5a6f6cdc-aca5-44c4-a3c2-37f6d0e3050d · outbound

This paper cites Scaling Laws for Neural Language Models.

A Roadmap for Tamed Interactions with Large Language Models Scaling Laws for Neural Language Models

Reference 55

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source=pdf_text observed=2026-08-15T15:44:30.398632Z digest=sha256:fe9ee3aef802426b2ca43b2fb4af872aca064c3cafaf625b89e5273ecc9fa8fc

Observation f7455e04-7da6-4767-883b-012d081d4a21 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 56

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T15:44:30.404728Z digest=sha256:a94de919654821af8311f6d352b5540559e0aaa706be435d81a905d9b1bd8fb1

Observation 4203429c-3dc9-4e86-a894-5837811bb6c1 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:44:32.947228Z

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.

source=pdf_text observed=2026-08-15T15:44:30.409955Z digest=sha256:9375cf9f75f6ff7ba2cf789ffe36a5a3cc7d2bc10e9549b49bdfde6109595238

Observation 21842c50-1741-4fe5-83b1-bf70e8c6eb7c · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 58

Resolution
verified exact
doi, observed 2026-08-15T15:44:31.047153Z

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.

source=pdf_text observed=2026-08-15T15:44:30.415803Z digest=sha256:68376a463468ed63ec6baae27f20829ef7e9935dc5b1eeee1babf10386f832b6

Observation b1791bf2-1083-4d13-bc96-c7f8a48b56fc · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 59

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no resolver link, observed 2026-08-15T15:44:30.423422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:44:30.423422Z digest=sha256:1937cef27a97c4a26a593b0ce289f29618481b10c520e6d308ec248f1835c34b

Observation e06038e2-8f6a-4a0c-8b44-acdb7d868e17 · outbound

This paper cites Liang, Melissa Lin, Nikitha Rao, and Brad A.

A Roadmap for Tamed Interactions with Large Language Models Liang, Melissa Lin, Nikitha Rao, and Brad A

Reference 60

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T15:44:30.428094Z digest=sha256:921c555a6af4ac4a84e05a2c6c17737ce903159de2ee0a42c1c2c0228111c28f

Observation 13c9046b-86b5-482f-a0c2-913c64b3b6b4 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:44:32.911680Z

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.

source=pdf_text observed=2026-08-15T15:44:30.433587Z digest=sha256:44d14594a8cad669f9df390c92c4754cf981a42a877594f444c92e9dbdba77b9

Observation f395b296-0fae-49bb-bcc6-fdc0f915ec73 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

A Roadmap for Tamed Interactions with Large Language Models Gemma: Open Models Based on Gemini Research and Technology

Reference 62

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T15:44:30.438128Z digest=sha256:c0d8bcf0f869f91d9bf824d9fa0f9ec09a7f376257878f17bc3ae55afb52604b

Observation 026e30b1-7f80-40dd-be2f-2cf6abce8395 · outbound

This paper cites Large Language Models: A Survey.

A Roadmap for Tamed Interactions with Large Language Models Large Language Models: A Survey

Reference 63

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T15:44:30.443925Z digest=sha256:11b36067ac00c18fd447535895f6dbd664b8789b06435e9e7b2dea5a375ed71d

Observation 44558126-3549-4ed7-90a2-a8f28d2a856a · outbound

This paper cites Butler, Chris Parnin, Thomas Zimmermann, et al.

A Roadmap for Tamed Interactions with Large Language Models Butler, Chris Parnin, Thomas Zimmermann, et al

Reference 64

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no resolver link, observed 2026-08-15T15:44:30.448712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:44:30.448712Z digest=sha256:3a3efb76283d5db6edc433abe5b96e3954e418d0c6c6b2724086dc0fd0eb77cc

Observation 1c2551cf-241a-4914-a793-9e1a5a87257a · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 65

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no resolver link, observed 2026-08-15T15:44:30.455579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:44:30.455579Z digest=sha256:ab446a0e83c37e44a40cd59c42e67271cbcc3ce539611180d3cd2d57cfb1b4f9

Observation c1f9270d-0ba0-45cb-bd9b-f8f9c6b00119 · outbound

This paper cites 2021.Crafting Interpreters.

A Roadmap for Tamed Interactions with Large Language Models 2021.Crafting Interpreters

Reference 66

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verified fuzzy
raw_fallback, observed 2026-08-15T15:44:32.890804Z

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.

source=pdf_text observed=2026-08-15T15:44:30.460760Z digest=sha256:94537f9a5f3b5b2d017904f2d9bac4b09825fd0dc0f798f7935860d20cee3115

Observation 6fb11a79-a30c-492e-ad55-e39fceb436a9 · outbound

This paper cites GPT-4 Technical Report.

A Roadmap for Tamed Interactions with Large Language Models GPT-4 Technical Report

Reference 67

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no resolver link, observed 2026-08-15T15:44:30.465838Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T15:44:30.465838Z digest=sha256:274982b8120f69ee386a210f1387171fef8834db7f7dc31ef89648974fc3a781

Observation e2031e31-c191-45ee-93d1-ed431643c0dd · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 68

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metadata mismatch
raw_fallback, observed 2026-08-15T15:44:32.091934Z

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.

source=pdf_text observed=2026-08-15T15:44:30.470410Z digest=sha256:8f7f1cdb83e0ca9c7846fc5d3631be7c07d3bbe268dea793adc00b3bbe5a76f1

Observation 60d7370f-a248-4206-9284-17c6c5d18682 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 69

Resolution
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no resolver link, observed 2026-08-15T15:44:30.475564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:44:30.475564Z digest=sha256:3332a2b2b11999743e2f9c23ffe8f201e2d10e9f541a3f6abb44f7865b194833

Observation d5927739-82cb-4a27-a541-e45d6b47c894 · outbound

This paper cites Self-attention Does Not Need $O(n^2)$ Memory.

A Roadmap for Tamed Interactions with Large Language Models Self-attention Does Not Need $O(n^2)$ Memory

Reference 70

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no resolver link, observed 2026-08-15T15:44:30.482483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:44:30.482483Z digest=sha256:3d9ca28e32e4255e0e262c33ef4c164535b44e8f7a7fcaa3bb217cea0602b2ac

Observation 9f2b2c88-7b18-41cc-ab67-3e2c0e991631 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:44:32.862764Z

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.

source=pdf_text observed=2026-08-15T15:44:30.488418Z digest=sha256:7902fe016865c29baeb1ae47afc6ba5e403d4d9ac022f3c9f814ba30be8d7872

Observation 46d58a1c-841f-4c51-82b6-f0de03f598c1 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 72

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no resolver link, observed 2026-08-15T15:44:30.492775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:44:30.492775Z digest=sha256:20d16ad974e37ced04c01a794aa525b1c6b286acc7dfdb0ff2c6b967aeea0c61

Observation 2755f468-783d-4500-abe5-7d34173a165b · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

A Roadmap for Tamed Interactions with Large Language Models Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 73

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no resolver link, observed 2026-08-15T15:44:30.498276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:44:30.498276Z digest=sha256:9a3bf7c303473ded03c3ac7212f555d0354b9a32163035fc08fbc60d286bc7f3

Observation 55a8cadd-1b28-4420-aa1f-f682d13ffa05 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

A Roadmap for Tamed Interactions with Large Language Models Gemma 2: Improving Open Language Models at a Practical Size

Reference 74

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unresolved
no resolver link, observed 2026-08-15T15:44:30.503349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:44:30.503349Z digest=sha256:269f094c8392b8ab55b12efc14e345f395388afe28ab1c45327d88d48d7488a2

Observation 687e7a20-f78b-4c90-b793-fab83626989c · outbound

This paper cites Code Llama: Open Foundation Models for Code.

A Roadmap for Tamed Interactions with Large Language Models Code Llama: Open Foundation Models for Code

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-15T15:44:30.508304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:44:30.508304Z digest=sha256:4c9dca432fb41de32c4b0593144441caacc5116b16b26ffefda94b8225c426cd

Observation 811de0bf-5807-455d-a0b8-fd2bb99c26ae · outbound

This paper cites Bach, Lintang Sutawika, et al.

A Roadmap for Tamed Interactions with Large Language Models Bach, Lintang Sutawika, et al

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:44:32.832012Z

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.

source=pdf_text observed=2026-08-15T15:44:30.515175Z digest=sha256:fdaef0568b0fda7422fdd81fb3f47217792b9d0778240dfc7b6c6f1a5dcc0f5d

Observation b740ef91-725e-4237-b7b3-f5a189d9290c · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 77

Resolution
verified exact
doi, observed 2026-08-15T15:44:30.782014Z

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.

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Observation 5f447cd1-1f89-4c21-a049-c3cc4a8aea33 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 78

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 818e73a7-7d82-4e00-9eca-2431a576e410 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 79

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7ea825a9-c182-45dd-97fd-371d8f00afb0 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 80

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 15f1f721-5d53-47ea-b6d0-8d92780893dd · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 81

Resolution
unresolved
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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.

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Observation 2e3ec516-3af5-4ec2-8931-e5bbb58ccce5 · outbound

This paper cites Weapon of Mass Deception.

A Roadmap for Tamed Interactions with Large Language Models Weapon of Mass Deception

Reference 82

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0db8f870-816b-4289-8af8-f902652448d9 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 83

Resolution
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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.

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Observation 0c993c6d-b2e5-4b05-b8cc-ee400d726ab1 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

A Roadmap for Tamed Interactions with Large Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 84

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e38134a4-5c64-4dba-a294-dd121e64571c · outbound

This paper cites LM Transparency Tool: Interactive Tool for Analyzing Transformer Language Models.

A Roadmap for Tamed Interactions with Large Language Models LM Transparency Tool: Interactive Tool for Analyzing Transformer Language Models

Reference 85

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5dc062c6-fe1e-4b05-b9d3-ae7d5fc5a878 · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 86

Resolution
unresolved
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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.

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Observation 5e942ad7-b58e-4772-b394-0f84536c2a44 · outbound

This paper cites Large Language Models as Software Components: A Taxonomy for LLM-Integrated Applications.

A Roadmap for Tamed Interactions with Large Language Models Large Language Models as Software Components: A Taxonomy for LLM-Integrated Applications

Reference 87

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 575e38c3-7106-4b80-994f-353a6ada5062 · outbound

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A Roadmap for Tamed Interactions with Large Language Models Ethical and social risks of harm from Language Models

Reference 88

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 4df337cb-d501-456e-97dd-16bb008f88fa · outbound

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A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 89

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 9bccdd7a-289a-4cc7-bcd4-59a38daa178f · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

A Roadmap for Tamed Interactions with Large Language Models AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 90

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2dad7577-ca7c-4b96-a722-ffc37ba7dfdf · outbound

This paper cites an unresolved cited work.

A Roadmap for Tamed Interactions with Large Language Models Unresolved cited work

Reference 91

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers

No inbound Pith citation observations are available.