Paper Citation Record · LEDGER

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue

As of 9 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2607.18304.

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

pith.paper-citation-record.v1
2607.18304 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T22:47:08.581009Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

24 of 24 outbound references displayed

verified exact0
verified fuzzy0
unresolved22
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 03d69f37-df06-4ed4-bc2e-a15b9191dd6a · outbound

This paper cites text" and.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue text" and

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:07.358921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 190ab3b7-c2f4-49a1-a5ed-d32c4063dfc9 · outbound

This paper cites The reason is the justification for identifying it as a sycophantic token.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue The reason is the justification for identifying it as a sycophantic token

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:07.426421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d909239-ea4d-4be1-8cfa-a419a982078a · outbound

This paper cites Human-mediated Large Language Models for Robotic Intervention in Children with Autism Spectrum Disorders.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue Human-mediated Large Language Models for Robotic Intervention in Children with Autism Spectrum Disorders

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:07.154871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48a29a9a-9995-4da6-8330-af48f2cfd54c · outbound

This paper cites an unresolved cited work.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:07.762771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3405c94-91ad-4efe-b20b-a8fc0b8a1b2a · outbound

This paper cites Sycophancy under Pressure: Evaluating and Mitigating Sycophantic Bias via Adversarial Dialogues in Scientific QA.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue Sycophancy under Pressure: Evaluating and Mitigating Sycophantic Bias via Adversarial Dialogues in Scientific QA

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:07.274407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b911fa2-a23b-4142-bd67-b4b58afe12a1 · outbound

This paper cites final child response.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue final child response

Reference 8

Resolution: malformed identifier; no resolver link, observed 2026-08-01T22:47:07.471478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edc1a382-9494-4617-a0ec-afdaf432c19a · outbound

This paper cites an unresolved cited work.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:07.554867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80dbb4e9-8b7f-49ab-b551-d73e0eff59ca · outbound

This paper cites an unresolved cited work.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:07.626462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd37bb62-c435-4c2a-ba60-54656abcbaeb · outbound

This paper cites an unresolved cited work.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:07.708355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ced702dc-db13-427e-8025-094fa8975bef · outbound

This paper cites model_response.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue model_response

Reference 13

Resolution: malformed identifier; no resolver link, observed 2026-08-01T22:47:07.847589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dc9e442-9165-47a8-b6dd-fffd6a47aa19 · outbound

This paper cites -Language Specificity: Record any instances of echolalia, pronoun inversion, fixed expressions, or stereotyped phrases.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue -Language Specificity: Record any instances of echolalia, pronoun inversion, fixed expressions, or stereotyped phrases

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:07.918839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6eb3ed56-a85e-4a3e-8f27-7026fcd6a9ac · outbound

This paper cites -Shared Focus: Determine whether he can maintain a sustained conversation around a topic or object, or whether he is easily distracte d.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue -Shared Focus: Determine whether he can maintain a sustained conversation around a topic or object, or whether he is easily distracte d

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:08.000379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65d131c2-4e8f-480f-8ea0-e6fb31e57ecd · outbound

This paper cites -Motivation: Analyze external or internal factors that effectively motivate communication and participation (e.g., praise, etc.).

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue -Motivation: Analyze external or internal factors that effectively motivate communication and participation (e.g., praise, etc.)

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:08.058480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b631bd5-7620-4596-b199-56531ae3139e · outbound

This paper cites -Cognitive Flexibility: Assess the child's flexibility in topic transitions and activity switching, as well as their preference for certain rules.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue -Cognitive Flexibility: Assess the child's flexibility in topic transitions and activity switching, as well as their preference for certain rules

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:08.129986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ce15a79-1f5c-4f60-98a5-7c14f32dfc6b · outbound

This paper cites an unresolved cited work.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:08.236865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08d1c0fa-d2fd-4a57-85bf-d115f75375ad · outbound

This paper cites an unresolved cited work.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:08.330702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f220043-02d0-4cca-9ba1-7a2f26021f6b · outbound

This paper cites an unresolved cited work.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:08.344744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91e95dc7-6962-417e-bad1-e1305f6fb361 · outbound

This paper cites Degree D1 Female 4 years Bachelor D2 Female 5 years Bachelor D3 Female 6 years Master Table 19: Details for experts in human evaluation.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue Degree D1 Female 4 years Bachelor D2 Female 5 years Bachelor D3 Female 6 years Master Table 19: Details for experts in human evaluation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:08.406509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f287cae8-e450-488a-a40d-5091a263f685 · outbound

This paper cites an unresolved cited work.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:08.465893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bde85533-7258-4866-91d4-ef110e26d9d5 · outbound

This paper cites an unresolved cited work.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:08.529973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5e9718d-5b5c-446b-85ad-afdc8f316d28 · outbound

This paper cites The experimental results are shown in Tab.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue The experimental results are shown in Tab

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:08.581009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1b91609-6f5f-498c-aa06-797fe1a763e7 · outbound

This paper cites When Large Language Models contradict humans? Large Language Models' Sycophantic Behaviour.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue When Large Language Models contradict humans? Large Language Models' Sycophantic Behaviour

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:07.223036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6990d2b1-9668-46d0-87d1-714a970e2689 · outbound

This paper cites In2024 IEEE International Con- ference on Bioinformatics and Biomedicine (BIBM), pages 6797–6804.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue In2024 IEEE International Con- ference on Bioinformatics and Biomedicine (BIBM), pages 6797–6804

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:07.021630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be8f5d78-1450-4eca-993d-b49e116c1d00 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T22:47:07.091126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.