Paper Citation Record · LEDGER

DialogueForge: LLM Simulation of Human-Chatbot Dialogue

As of 8 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2507.15752.

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

pith.paper-citation-record.v1
2507.15752 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:28:46.505093Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-21T15:14:55.551856Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T15:15:16.644849Z

Reference resolution

42 of 42 outbound references displayed

verified exact2
verified fuzzy1
unresolved36
parse uncertain0
malformed identifier3
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 62d6fcab-58c8-4f8f-94c4-9669a66da2be · outbound

This paper cites The Falcon Series of Open Language Models.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue The Falcon Series of Open Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:42.378140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfdd294c-24c6-45d8-8691-a97528ca5e64 · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:48.414183Z

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 763e461f-17dc-4af2-abd2-3480ec83633b · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 3

Resolution: malformed identifier; no resolver link, observed 2026-08-06T15:28:42.621812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2adf8b02-3345-4c20-a982-302c23c9f67a · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:48.276757Z

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 449eb7bc-92ef-4bcd-ad6d-8322757a75a5 · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:42.844297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29ea0ccb-f817-4ea4-af66-8672800c14a2 · outbound

This paper cites Angelopoulos, Tianle Li, Dacheng Li, Banghua Zhu, Hao Zhang, Michael I.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Angelopoulos, Tianle Li, Dacheng Li, Banghua Zhu, Hao Zhang, Michael I

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:28:48.085072Z

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 8d23b004-1073-445d-8851-09b6cdcc8533 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Training Verifiers to Solve Math Word Problems

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:43.076302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ed1e811-109d-4df5-a49b-648854f7fd4c · outbound

This paper cites DeepSeek-V3 Technical Report.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue DeepSeek-V3 Technical Report

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:43.176679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e92a9fbb-fd63-4e95-a85b-0e43eb5a6301 · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:43.257907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b0570fc-38f8-4738-9906-0e0da4a53b33 · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:47.913328Z

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 e337f4dd-4829-4782-a21d-384a1854acd9 · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:43.467855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecf7b07d-58f9-4de1-b7ce-70f49c9b0586 · outbound

This paper cites BotChat: Evaluating LLMs' Capabilities of Having Multi-Turn Dialogues.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue BotChat: Evaluating LLMs' Capabilities of Having Multi-Turn Dialogues

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:43.540789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f12a50d3-1b60-47a0-9031-59faed7f5428 · outbound

This paper cites GPTScore: Evaluate as You Desire.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue GPTScore: Evaluate as You Desire

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:43.637016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54f817b9-8862-410c-8bb2-f26546e47eb8 · outbound

This paper cites Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:43.725931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a98306d-86dd-482a-ba06-ad328c074316 · outbound

This paper cites The Llama 3 Herd of Models.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue The Llama 3 Herd of Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:43.813683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbfb15cf-360e-4466-b304-81a054217d99 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Measuring Massive Multitask Language Understanding

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:43.898310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc00eb3f-8377-4b38-ad0f-182a08f5ac8d · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:44.028139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c01186e7-e4ed-4003-8de2-04f19445f701 · outbound

This paper cites Mistral 7B.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Mistral 7B

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:44.148615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18e02f64-eaf6-42d5-b086-cc0c0008ec95 · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 19

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T15:28:47.800347Z

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 3623f80b-8e73-4ddd-b1f7-2d62a236a7c2 · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 20

Resolution: verified exact; doi, observed 2026-08-06T15:28:47.651319Z

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 987b0624-1e91-41e2-9679-eb683a4bc76d · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:47.498016Z

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 4c18de9f-252c-4eed-a28b-6991d146c9fd · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:47.377356Z

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 43176664-6bf9-4987-ac30-70e5365ed41a · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:47.207129Z

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 73381786-c961-41cf-8130-fcb738d68ba5 · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 24

Resolution: malformed identifier; no resolver link, observed 2026-08-06T15:28:44.851655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76b2be10-bbba-4791-9a96-25e7e060146c · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:44.924151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3facad75-7508-4a17-95fa-5f3379afeb2b · outbound

This paper cites Orca: Progressive Learning from Complex Explanation Traces of GPT-4.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Orca: Progressive Learning from Complex Explanation Traces of GPT-4

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:45.006475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9460826b-befb-4d65-969d-573cb9415921 · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:47.070536Z

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 b8b5aa55-e6dd-4212-aab2-cc009e181838 · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:45.435774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29fc7948-2a6e-4e8c-9b02-bc45fd587f25 · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:45.528968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14b50e46-b489-4aac-a76c-a9b3ccc7ea64 · outbound

This paper cites LLM Roleplay: Simulating Human-Chatbot Interaction.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue LLM Roleplay: Simulating Human-Chatbot Interaction

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:45.692681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f59ffce-281c-4636-894f-d649ecaa987b · outbound

This paper cites A Survey on Recent Advances in Conversational Data Generation.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue A Survey on Recent Advances in Conversational Data Generation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:45.636330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec754e01-3aa1-45c4-ab1e-ff9dc2b7b352 · outbound

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

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Gemma 2: Improving Open Language Models at a Practical Size

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:45.819079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18de23bf-f15e-431b-8d9f-69d3fd1c59bd · outbound

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

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Gemini: A Family of Highly Capable Multimodal Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:45.749324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e7e97f7-7127-4709-b476-c4a66103d85a · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:45.968691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36b82676-bb22-415d-9474-2e7e7d585c2b · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 35

Resolution: verified exact; doi, observed 2026-08-06T15:28:46.665986Z

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 c37b6399-a86c-4891-b2e3-1cb563f60e0d · outbound

This paper cites an unresolved cited work.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:46.223972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c25ece8-712e-4a4d-8ffb-5af6345bc82b · outbound

This paper cites WizardLM: Empowering large pre-trained language models to follow complex instructions.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue WizardLM: Empowering large pre-trained language models to follow complex instructions

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:46.099525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05f866de-1686-46aa-94f7-f9ebe5706d97 · outbound

This paper cites AugESC: Dialogue Augmentation with Large Language Models for Emotional Support Conversation.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue AugESC: Dialogue Augmentation with Large Language Models for Emotional Support Conversation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:46.391468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dffac146-4257-496d-aceb-9d4766e6f10a · outbound

This paper cites WildChat: 1M ChatGPT Interaction Logs in the Wild.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue WildChat: 1M ChatGPT Interaction Logs in the Wild

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:46.308501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2a9b0e5-d81b-44e7-85d5-031e995bb37c · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:46.505093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97c3aa39-6308-4943-ac64-781035ade518 · outbound

This paper cites LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:46.433333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f54770e6-747d-4e73-a585-325130841d5b · outbound

This paper cites GPT-4o System Card.

DialogueForge: LLM Simulation of Human-Chatbot Dialogue GPT-4o System Card

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:45.332195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 636d8e27-4899-42a5-8ca5-d6be747b0db2 · inbound

MirrorBench: A Benchmark to Evaluate Conversational User-Proxy Agents for Human-Likeness cites this paper.

MirrorBench: A Benchmark to Evaluate Conversational User-Proxy Agents for Human-Likeness DialogueForge: LLM Simulation of Human-Chatbot Dialogue

Reference 46

Resolution: malformed identifier; arxiv_id, observed 2026-05-21T15:15:16.646886Z

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.