Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T23:42:05.138951Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2508.06567.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T23:42:05.138951Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
22 of 22 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 0b67b5e3-b567-4366-aef2-753f4427282c · outbound
Robust pid sliding mode control for dc servo motor speed control For models available on the AihubMix platform, we invoke the official API endpoints
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bda73f6f-afc7-4bcd-9946-8e26a07dfe57 · outbound
Robust pid sliding mode control for dc servo motor speed control EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c265296e-7d3e-47b1-97ba-64e80de32fe4 · outbound
Robust pid sliding mode control for dc servo motor speed control Enhancing Critical Thinking in Education by means of a Socratic Chatbot
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5612fa7e-5048-4677-8330-53e6c05ec95f · outbound
Robust pid sliding mode control for dc servo motor speed control GPTScore: Evaluate as You Desire
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81f6c560-244d-40a5-8b4a-98b4e9720a59 · outbound
Robust pid sliding mode control for dc servo motor speed control Generative AI in Education: From Foundational Insights to the Socratic Playground for Learning
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07f9f702-bc6d-46de-ab66-ae80186fe64e · outbound
Robust pid sliding mode control for dc servo motor speed control Improving Socratic Question Generation using Data Augmentation and Preference Optimization
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b6adc374-33d3-4e7b-804b-c2dba8f1993f · outbound
Robust pid sliding mode control for dc servo motor speed control Ditch the Gold Standard: Re-evaluating Conversational Question Answering
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3cd9beee-64c3-40d6-ab2e-6034cea9ac87 · outbound
Robust pid sliding mode control for dc servo motor speed control G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce176469-857c-42ba-8f19-986f35eb3075 · outbound
Robust pid sliding mode control for dc servo motor speed control MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b23fb7cc-9754-47e1-9cbf-94ec3ed02255 · outbound
Robust pid sliding mode control for dc servo motor speed control Unifying AI Tutor Evaluation: An Evaluation Taxonomy for Pedagogical Ability Assessment of LLM-Powered AI Tutors
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c92b62d0-3731-4225-8d90-71f964ecd698 · outbound
Robust pid sliding mode control for dc servo motor speed control Training LLM-based Tutors to Improve Student Learning Outcomes in Dialogues
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6dbae078-55d5-4422-8066-32ce1c6e2479 · outbound
Robust pid sliding mode control for dc servo motor speed control Evaluation Metrics in the Era of GPT-4: Reliably Evaluating Large Language Models on Sequence to Sequence Tasks
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a9e54b7-838e-4a5f-94f0-073164f71497 · outbound
Robust pid sliding mode control for dc servo motor speed control Document-Level Machine Translation with Large Language Models
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eeef6115-2b9d-41ea-a9ba-94865f8e5810 · outbound
Robust pid sliding mode control for dc servo motor speed control Qwen3 Technical Report
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 596f9958-d780-4c15-b928-956e9d3f7ae4 · outbound
Robust pid sliding mode control for dc servo motor speed control For each, we identify common failure categories and subtypes, illustrated with representative dialogue excerpts
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b8c453b2-c462-4065-b422-759e79343411 · outbound
Robust pid sliding mode control for dc servo motor speed control Thus, O-Advance and O-Reconfigure are scored on a 0/1 basis
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 97c56d44-baae-4097-af11-0f4762f40e81 · outbound
Robust pid sliding mode control for dc servo motor speed control KTO: Model Alignment as Prospect Theoretic Optimization
Reference 1998
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3327ff83-8f88-4819-8567-34e633969dde · outbound
Robust pid sliding mode control for dc servo motor speed control Multi-turn Reinforcement Learning from Preference Human Feedback
Reference 2010
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4e3cf4b-5877-4baf-aafe-cefbdcde2017 · outbound
Robust pid sliding mode control for dc servo motor speed control Symbolic Chain-of-Thought Distillation: Small Models Can Also "Think" Step-by-Step
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a7e0f8f-039b-4696-8208-a2d08a7843cc · outbound
Robust pid sliding mode control for dc servo motor speed control Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce7b40e0-659e-4ecb-9327-ef5dadf7db76 · outbound
Robust pid sliding mode control for dc servo motor speed control Language Models as Science Tutors
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f23beec-353d-4c7a-8081-1801cac3576d · outbound
Robust pid sliding mode control for dc servo motor speed control A Survey of Large Language Models
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.