Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T04:21:49.942006Z
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2604.18176.
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 2026-05-10T04:21:49.942006Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-29T16:36:03.557894Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-06-29T17:13:45.130889Z
21 of 21 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 3aff52f6-7af5-4c54-9816-6ed163a4ce4d · outbound
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Training Verifiers to Solve Math Word Problems
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d99fab77-16ea-4476-a918-f836eb35b08d · outbound
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Reinforcement Learning for Variational Quantum Circuits Design
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b54b889f-db56-4076-ae84-d3a24e7a697c · outbound
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning QuantumLLMInstruct: A 500k LLM Instruction-Tuning Dataset with Problem-Solution Pairs for Quantum Computing
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 261e0605-0dff-4413-bcf2-b59f7d7215d9 · outbound
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ba46cd2c-a0e6-4abb-9851-fb01335f34f4 · outbound
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Skywork-Reward-V2: Scaling Preference Data Curation via Human-AI Synergy
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c07ef7d6-793e-44bd-b4d0-71b389a3ea95 · outbound
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Michael A Nielsen and Isaac L Chuang
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 946a9277-faec-4dd7-b7d9-6af471d242ee · outbound
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning A Survey on Testing and Analysis of Quantum Software
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7ea3a40f-2abc-4ccf-807d-40e61ad686d8 · outbound
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Proximal Policy Optimization Algorithms
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fadedb97-80d8-4e05-a3f3-3a869642c235 · outbound
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Galactica: A Large Language Model for Science
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 433e3ebc-eb23-48b3-805f-429f728a2659 · outbound
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning For the reinforcement learning (PPO) phase, we utilize the TRL library (Havrilla et al., 2023) with standard hyperparameter configu- rations unless otherwise specified
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2289577c-c430-4a8b-859d-065741b4173c · outbound
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 92d1eb5d-8dc0-407e-bd84-18bad86e3d19 · outbound
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Step 4: Adaptive CoT Injection (L + Q + A→ Chain-of-Thought)We implement an adaptive mechanism to determine the necessity of explicit reasoning traces
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9e85c4e5-6969-4348-a25f-e31229915740 · outbound
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 467d1565-2b5a-4fc8-8ace-850d76e0bb65 · outbound
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9d056558-41c5-4f52-b1b8-c80e64352dd5 · outbound
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Crucially, if the semantic parser fails to ex- tract valid arguments due to ambiguous for- matting or incomplete reasoning, the pipeline explicitly flags the sample as unparsable
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9703e4cb-1361-41e5-a025-45cb22148d1c · outbound
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 028db4a6-98ed-4382-b580-329a4b36c806 · outbound
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8029966a-98ea-49d0-8088-199213e19407 · outbound
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c95f9c67-c736-429d-a3b3-83b3bc737a3e · outbound
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Output Format
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 11f0f63f-88ea-4a08-8d0d-763adee8bdf4 · outbound
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e54fbae9-5db5-4f40-9c3a-9c8129747b3a · outbound
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f24e776f-4282-4814-b19b-953530794748 · inbound
Qiskit QuantumKatas: Adapting Microsoft's Quantum Computing exercises for LLM evaluation QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.