Paper Citation Record · LEDGER

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager

As of 16 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 2 inbound Pith citation observations for arXiv:2506.19652.

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

pith.paper-citation-record.v1
2506.19652 v2

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:35:12.632041Z

measured 33 of 33 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T01:29:19.877774Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

31 of 31 outbound references displayed

verified exact2
verified fuzzy0
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 71b58efe-bcb9-4bf4-a811-d3bd33cf8069 · outbound

This paper cites Supporting Student Decisions on Learning Recommendations: An LLM-Based Chatbot with Knowledge Graph Contextualization for Conversational Explainability and Mentoring.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Supporting Student Decisions on Learning Recommendations: An LLM-Based Chatbot with Knowledge Graph Contextualization for Conversational Explainability and Mentoring

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T18:35:12.485834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea0225e1-c655-4a89-a36d-7eeed541431b · outbound

This paper cites an unresolved cited work.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:35:13.103218Z

Source-reported events for the cited work

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

Observation 7abbd3e2-21b7-45dd-8aa4-70afb6d5a59c · outbound

This paper cites Gpt-4: A Review on Advancements and Opportunities in Natural Language Processing.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Gpt-4: A Review on Advancements and Opportunities in Natural Language Processing

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T18:35:12.495912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 815c0bf4-e406-48f8-b0e5-213c685d448c · outbound

This paper cites an unresolved cited work.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:35:13.088329Z

Source-reported events for the cited work

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

Observation 07b1c229-d963-459c-928a-85a0115a841b · outbound

This paper cites an unresolved cited work.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:35:13.073813Z

Source-reported events for the cited work

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

Observation a0a76bd4-dedb-4dfb-b7a4-207c42be81e9 · outbound

This paper cites an unresolved cited work.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T18:35:12.510752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e9b3504-e851-49a7-b670-f894d89360ca · outbound

This paper cites an unresolved cited work.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:35:13.049909Z

Source-reported events for the cited work

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

Observation bae1b83d-2865-4bc3-be11-82e86a90a4d1 · outbound

This paper cites an unresolved cited work.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:35:13.035135Z

Source-reported events for the cited work

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

Observation c5dab791-03be-4df9-99c2-fc43eaee3960 · outbound

This paper cites an unresolved cited work.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:35:13.020520Z

Source-reported events for the cited work

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

Observation cdd191c1-e9d0-4f59-9871-2db46eed0398 · outbound

This paper cites an unresolved cited work.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T18:35:12.529590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bcdc741-27bd-4817-ac49-e0bdf2bf4580 · outbound

This paper cites an unresolved cited work.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T18:35:12.534123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7c996ba-9a99-46fa-a43d-c0f6f66afd47 · outbound

This paper cites Planning Like Human: A Dual-process Framework for Dialogue Planning.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Planning Like Human: A Dual-process Framework for Dialogue Planning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T18:35:12.540605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 022ef9e5-e0a4-4379-855c-7ca3633d8c77 · outbound

This paper cites an unresolved cited work.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:35:12.986267Z

Source-reported events for the cited work

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

Observation 51e21ffa-7512-4e61-8584-4ce7d39b9386 · outbound

This paper cites Deep Reinforcement Learning for Dialogue Generation.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Deep Reinforcement Learning for Dialogue Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T18:35:12.550472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8014486-85fe-4346-9aa1-36da97043da8 · outbound

This paper cites an unresolved cited work.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:35:12.971603Z

Source-reported events for the cited work

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

Observation 88ea26de-bb17-4c51-b449-d0f5d2a8a89d · outbound

This paper cites an unresolved cited work.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:35:12.955581Z

Source-reported events for the cited work

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

Observation e4d046e3-6db2-4ee2-b745-5dd4adcd9e61 · outbound

This paper cites an unresolved cited work.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T18:35:12.564651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d93bc854-60a5-439f-a000-45ebd1744dc9 · outbound

This paper cites an unresolved cited work.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:35:12.931049Z

Source-reported events for the cited work

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

Observation b4113384-671f-46a5-8cd2-e92149e56333 · outbound

This paper cites an unresolved cited work.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:35:12.915825Z

Source-reported events for the cited work

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

Observation c30a7420-0121-4022-b16f-e1a4e9c414eb · outbound

This paper cites an unresolved cited work.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:35:12.899672Z

Source-reported events for the cited work

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

Observation 62dcdb93-269d-4a2e-bc2e-e15b44f4eabd · outbound

This paper cites an unresolved cited work.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:35:12.884338Z

Source-reported events for the cited work

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

Observation 380db8fe-af71-4a76-8a81-7e9754e03cbe · outbound

This paper cites an unresolved cited work.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:35:12.869423Z

Source-reported events for the cited work

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

Observation 608de697-83ea-4cc9-a264-7b4f5acb6a2b · outbound

This paper cites Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:35:12.745802Z

Source-reported events for the cited work

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

Observation 86e2090b-f271-4ece-b00b-185e305b991f · outbound

This paper cites an unresolved cited work.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:35:12.854467Z

Source-reported events for the cited work

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

Observation 3402c7dc-4049-46b4-8613-910715e5066f · outbound

This paper cites an unresolved cited work.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:35:12.839697Z

Source-reported events for the cited work

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

Observation 8a7fea0e-f47b-44c8-9dd7-9e5fbc10a07f · outbound

This paper cites Small Models are Valuable Plug-ins for Large Language Models.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Small Models are Valuable Plug-ins for Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T18:35:12.607774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c23a2c9e-f99b-4001-8865-9b3490f4bf92 · outbound

This paper cites Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T18:35:12.612649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47dd9d13-f8ba-4885-b2a9-a0b5d77da509 · outbound

This paper cites Prompt-Based Monte-Carlo Tree Search for Goal-Oriented Dialogue Policy Planning.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Prompt-Based Monte-Carlo Tree Search for Goal-Oriented Dialogue Policy Planning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T18:35:12.617720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1b423df-8f86-4c24-868a-2b8ca0f8bfa7 · outbound

This paper cites Learning Goal-oriented Dialogue Policy with Opposite Agent Awareness.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Learning Goal-oriented Dialogue Policy with Opposite Agent Awareness

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:35:12.676112Z

Source-reported events for the cited work

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

Observation 3cd3a608-2700-4782-9aa8-ed84b10e26a2 · outbound

This paper cites online" 'onlinestring :=.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager online" 'onlinestring :=

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T18:35:12.627151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a17af122-c33a-43da-a3f1-aeef7f47e551 · outbound

This paper cites write newline.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager write newline

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T18:35:12.632041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a0bec5fb-b588-4515-8067-d914d742acfd · inbound

Dynamic Agentic AI Expert Profiler System Architecture for Multidomain Intelligence Modeling cites this paper.

Dynamic Agentic AI Expert Profiler System Architecture for Multidomain Intelligence Modeling Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:15:48.702749Z

Source-reported events for the cited work

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

Observation 1cb9037c-1dc8-4c6e-a2aa-c5944c401ac8 · inbound

A French OSCE Dialogue Dataset and Controllable Virtual Patient System for Clinical Training cites this paper.

A French OSCE Dialogue Dataset and Controllable Virtual Patient System for Clinical Training Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager

Reference 82

Resolution: verified exact; arxiv_id, observed 2026-06-30T01:34:09.603857Z

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.