Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:31:13.231290Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2506.13692.
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 2026-08-07T00:31:13.231290Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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
54 of 54 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 97ed3482-beea-4879-9b10-66eaf2f1f381 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Asmr: Augmenting life scenario using large generative models for robotic action reflection
Reference 1
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 b52eea76-5811-4219-9d13-70b084e8b74e · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems BianQue: Balancing the Questioning and Suggestion Ability of Health LLMs with Multi-turn Health Conversations Polished by ChatGPT
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ddb543eb-e710-41f1-b1ea-6cb28d0110da · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems MEDITRON-70B: Scaling Medical Pretraining for Large Language Models
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bedc0b77-370c-402a-9be1-dd0714b1232b · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems KTO: Model Alignment as Prospect Theoretic Optimization
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2205b251-9d7a-4d88-b8b7-a36cb3a7335a · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1189699-69a5-494c-9080-006737dadd6f · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems The Llama 3 Herd of Models
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2df642b2-4ed6-4e40-85e8-358701ab9c84 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3f00644-4a02-405d-bcd4-ff674cd943d4 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Unresolved cited work
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18849fc6-a032-45d3-a605-5fa0f92e21ef · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Large Language Models Understand and Can be Enhanced by Emotional Stimuli
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2504233e-4766-436a-9570-37618fc30a75 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation
Reference 10
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 c734dbc0-dc50-45f4-ae49-3cae3a0b9254 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Unresolved cited work
Reference 11
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 cc789b50-bc56-4b2c-a729-a5dad7902733 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Unresolved cited work
Reference 12
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 8aa385c9-3446-416a-8448-a6e115effcd5 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Unresolved cited work
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23386499-fe3f-4741-aef1-ac79f0d2c1b0 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Radiology-Llama2: Best-in-Class Large Language Model for Radiology
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 697de405-71fd-4b5b-be4f-81ffdc39fb28 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis
Reference 15
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 ad11c589-0140-489b-8ef7-2b817daaac1c · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Unresolved cited work
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0a49018-e4dd-438e-b3eb-1efade400b16 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems GPT-4o System Card
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c488b08-156d-401d-bb34-315cffe7113e · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems GPT-4 Technical Report
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8c4ddea-1511-4be3-bcc2-7a1abb6171e7 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Training language models to follow instructions with human feedback
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e4a16a3-4dd2-4226-a85d-c4448f2f8fe0 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems EQ-Bench: An Emotional Intelligence Benchmark for Large Language Models
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7d9e80e-482e-44ee-9700-c8e0b9a6e0ac · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Unresolved cited work
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 205481a4-efb8-4838-a8d0-d67780151813 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Direct Preference Optimization: Your Language Model is Secretly a Reward Model
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db15803f-eecd-437d-a0e7-8962e05c51f1 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Unresolved cited work
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3d3cf67-e1ff-4e1a-93f5-c8279049c7dc · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Unresolved cited work
Reference 24
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 cde0a6f5-1556-4104-8759-4def8eca8f1f · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Large Language Models Encode Clinical Knowledge
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b065f4ab-8d67-48da-b354-a94c1ead8a16 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Towards Expert-Level Medical Question Answering with Large Language Models
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f40ae35c-0068-429a-8c94-41dfa83e3e6d · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Unresolved cited work
Reference 27
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 a865206c-c21b-431c-aefc-b0884185c85f · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0821c532-f2d0-4352-a98d-77b01fd47292 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Building an Efficient and Effective Retrieval-based Dialogue System via Mutual Learning
Reference 29
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 c836b5dc-12c7-40f9-9bec-a19413f4227d · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69aa483d-178e-4563-91b3-03e6a1680689 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems LLaMA: Open and Efficient Foundation Language Models
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee5c385c-37f7-49a1-98fe-f1fa2c0a1987 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 965cfd5d-21e5-4e60-91f7-5d64aa918223 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems https://api.semanticscholar.org/CorpusID:268043378 Asmr: Augmenting life scenario using large generative models for robotic action reflection
Reference 33
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 70d047e7-452c-4a9a-827a-37eabaec3d93 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems ClinicalGPT: Large Language Models Finetuned with Diverse Medical Data and Comprehensive Evaluation
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b664092-4530-4b5b-9770-c66f105ed99d · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems HuaTuo: Tuning LLaMA Model with Chinese Medical Knowledge
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1157b9c8-68a0-40f7-a840-c23908a5ef0b · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems A Survey of the Evolution of Language Model-Based Dialogue Systems: Data, Task and Models
Reference 36
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 5fb089a8-16de-4c4e-8dec-9832681204bc · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f8bf181-1649-426e-a5ef-58feff9a1f63 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Emotional Intelligence of Large Language Models
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16d3da00-fdbf-4282-adb9-e5156e555497 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Finetuned Language Models Are Zero-Shot Learners
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d42671a5-61b3-4234-8680-5c0df0a2e2ac · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Unresolved cited work
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87bad8d1-09d5-4712-8cc9-830799d15045 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems PMC-LLaMA: Towards Building Open-source Language Models for Medicine
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c9fb184-1298-4865-84d0-33215fb0e475 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 421bef1f-4987-465c-8dc4-5ca464ad5dc9 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Dey, and Dakuo Wang
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3582af20-ff6f-41c1-b6dd-e7080bfa2f9d · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Qwen2 Technical Report
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b751463d-6061-4ee0-82d5-202690c212d7 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Qwen2.5 Technical Report
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c030c300-d8d9-4d32-b3ac-f2d11b91c7c1 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Unresolved cited work
Reference 46
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 f0768d14-64db-43c0-811a-89648543cd2b · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model
Reference 47
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 c6404b6e-9bff-4c1c-8174-d35d5b6ba610 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Unresolved cited work
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3c6cf32-7830-4ed2-9549-12f7c79f2dec · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Recent Advances and Challenges in Task-oriented Dialog System
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e9f6480-68d0-49d4-9762-5690514ffa5f · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Unresolved cited work
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97eb7bce-1bab-433d-8b05-ee9a1b394d54 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1433b214-d5e2-46b3-b6c3-f91b8e15eed9 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Hierarchical Reinforcement Learning for Automatic Disease Diagnosis
Reference 52
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 ee0cf6d6-0499-4d32-9f2e-f64d7b8b9482 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Unresolved cited work
Reference 53
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 9cea09d2-e462-4aeb-b6ed-00679504ea36 · outbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Unresolved cited work
Reference 54
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.
No inbound Pith citation observations are available.