Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T22:01:44.169031Z
Paper Citation Record · LEDGER
Trust Modeling in Counseling Conversations: A Benchmark Study
As of 12 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2501.03064.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T17:55:31.310872Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T17:55:32.470736Z
Reference resolution
44 of 44 outbound references displayed
- verified exact4
- verified fuzzy1
- unresolved33
- parse uncertain0
- malformed identifier5
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 01d0f4d7-3086-48ca-bb7f-a9dad29ce029 · outbound
This paper cites URL: " 'urlintro :=.
Trust Modeling in Counseling Conversations: A Benchmark Study URL: " 'urlintro :=
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:43.968502Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 032e3564-f907-4d23-859d-5a5e22e1b12f · outbound
This paper cites write newline.
Trust Modeling in Counseling Conversations: A Benchmark Study write newline
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:43.973963Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40996491-ef71-4995-9793-3f7dfb99e46b · outbound
This paper cites Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study.
Trust Modeling in Counseling Conversations: A Benchmark Study Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T22:01:45.073761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e9302ca6-c37c-4c37-a731-0797ae5b31da · outbound
This paper cites The Llama 3 Herd of Models.
Trust Modeling in Counseling Conversations: A Benchmark Study The Llama 3 Herd of Models
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:43.986410Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5c903fa-4abf-4c44-9ee9-bec03743e910 · outbound
This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.
Trust Modeling in Counseling Conversations: A Benchmark Study Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:43.991072Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43de287b-dd3f-46db-acba-3e585bc2a629 · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 6
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-10T22:01:44.997780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2b2e78bb-6f0e-494e-bcd6-e4aa296440d1 · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 7
- Resolution
- verified exact
- doi, observed 2026-08-10T22:01:44.282746Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9570690a-b74b-417f-b24a-aae1af935f4f · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:01:45.276619Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0074b9a2-9d38-4144-855e-9d64d57d5261 · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:01:45.260401Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 94dd18ae-06ee-46f5-9f6c-47eb3e3927e5 · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:01:45.242255Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c76857eb-5725-4e13-a599-88cedd0773cf · outbound
This paper cites ConvCounsel: A Conversational Dataset for Student Counseling.
Trust Modeling in Counseling Conversations: A Benchmark Study ConvCounsel: A Conversational Dataset for Student Counseling
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T22:01:44.918851Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0e674316-fc9d-493b-8084-c5c9e86e814b · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:01:45.225535Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e66e2799-48dc-4419-abac-2698772f55ec · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:01:45.204975Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a9d35847-aa79-4a17-b466-9ec561805db5 · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 14
- Resolution
- malformed identifier
- doi_truncated, observed 2026-08-10T22:01:44.268065Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e5dac55e-751a-4420-9ca8-427d77a8d9bf · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 15
- Resolution
- malformed identifier
- doi_truncated, observed 2026-08-10T22:01:44.252990Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b4f2304d-336e-475a-bcd7-915517b8c12f · outbound
This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.
Trust Modeling in Counseling Conversations: A Benchmark Study BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:44.044334Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0c62bdf-35ac-41a9-b102-85965249d804 · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:01:45.189286Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 09d67d12-f0bd-41af-a3f0-3e10cd68d22e · outbound
This paper cites DeBERTa: Decoding-enhanced BERT with Disentangled Attention.
Trust Modeling in Counseling Conversations: A Benchmark Study DeBERTa: Decoding-enhanced BERT with Disentangled Attention
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:44.053505Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 951e83dc-3e0a-4024-9f1d-c437e04c0949 · outbound
This paper cites MentalBERT: Publicly Available Pretrained Language Models for Mental Healthcare.
Trust Modeling in Counseling Conversations: A Benchmark Study MentalBERT: Publicly Available Pretrained Language Models for Mental Healthcare
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:44.058416Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f992b10e-f84e-4284-9889-a06813179cb1 · outbound
This paper cites Mistral 7B.
Trust Modeling in Counseling Conversations: A Benchmark Study Mistral 7B
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:44.062796Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a67c1a72-57eb-45fb-8aa2-6670c247db3e · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:01:45.174084Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0e99616f-2272-4765-861e-2fc392479307 · outbound
This paper cites ALBERT: A Lite BERT for Self-supervised Learning of Language Representations.
Trust Modeling in Counseling Conversations: A Benchmark Study ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:44.072265Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee913603-513d-4801-a5ff-48ccb7c1a6d9 · outbound
This paper cites BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.
Trust Modeling in Counseling Conversations: A Benchmark Study BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:44.076326Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3240cab2-7da3-44df-9544-3d1d89b68d40 · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:44.080534Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25354836-e5ee-4aca-9d90-0ee552c2a9d5 · outbound
This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.
Trust Modeling in Counseling Conversations: A Benchmark Study RoBERTa: A Robustly Optimized BERT Pretraining Approach
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:44.084486Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69f102b9-55d0-4426-9b84-20470ca852e5 · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:44.088817Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cce77f5b-5b19-41e6-ad7c-f4d54c5b18bd · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:01:45.158905Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1f1df09e-f36a-4316-9357-ac6d153984bb · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:01:45.140266Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6d8dc46d-ebac-4119-bf50-3e6a4140ba3a · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:44.100970Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab2e2bb1-88b6-4a59-9986-cb3515fd3c9a · outbound
This paper cites Benchmarking GPT-4 on Algorithmic Problems: A Systematic Evaluation of Prompting Strategies.
Trust Modeling in Counseling Conversations: A Benchmark Study Benchmarking GPT-4 on Algorithmic Problems: A Systematic Evaluation of Prompting Strategies
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:44.105556Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cdcb61ed-e1ab-4ae3-9615-2303a2ae1a21 · outbound
This paper cites Plutchik.
Trust Modeling in Counseling Conversations: A Benchmark Study Plutchik
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:01:45.105251Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8cd2d2e0-cdf7-441e-8e02-8e8832ab7159 · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:44.114824Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1fec00e4-c667-42eb-b9b1-866c28418628 · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 33
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-10T22:01:44.120099Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f83fb1a-8c11-48d0-a74d-deba4cf6282a · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 34
- Resolution
- malformed identifier
- doi_truncated, observed 2026-08-10T22:01:44.219842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5f63d11b-ca7e-49a2-b90d-7f04486a8370 · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 35
- Resolution
- malformed identifier
- doi_truncated, observed 2026-08-10T22:01:44.205411Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e1e8b592-65c9-4254-826c-496a7f01ea70 · outbound
This paper cites Critical Behavioral Traits Foster Peer Engagement in Online Mental Health Communities.
Trust Modeling in Counseling Conversations: A Benchmark Study Critical Behavioral Traits Foster Peer Engagement in Online Mental Health Communities
Reference 36
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T22:01:44.707903Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b29d2171-840f-4555-9de9-dcf627706117 · outbound
This paper cites Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization.
Trust Modeling in Counseling Conversations: A Benchmark Study Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:44.138225Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b493287b-aaf0-4b4b-b23d-fa33f3983a99 · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:44.142787Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1931eabb-1d60-429e-9712-6dca4a4e7e79 · outbound
This paper cites Lord, Md Shad Akhtar, and Tanmoy Chakraborty.
Trust Modeling in Counseling Conversations: A Benchmark Study Lord, Md Shad Akhtar, and Tanmoy Chakraborty
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:44.147010Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bce31b81-2faa-4731-8faa-013e9b661261 · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:44.151327Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fa180ba-f457-4732-a213-72be6153746c · outbound
This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.
Trust Modeling in Counseling Conversations: A Benchmark Study Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:44.155436Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c7d84da-ff30-47a8-90a1-10d2ac1b73d7 · outbound
This paper cites MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models.
Trust Modeling in Counseling Conversations: A Benchmark Study MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:44.159863Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b03a597-0170-404d-a12d-801d3b70c38c · outbound
This paper cites XLNet: Generalized Autoregressive Pretraining for Language Understanding.
Trust Modeling in Counseling Conversations: A Benchmark Study XLNet: Generalized Autoregressive Pretraining for Language Understanding
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:44.164564Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e11d1bfc-5ba7-42ee-873b-9c2355dafee9 · outbound
This paper cites an unresolved cited work.
Trust Modeling in Counseling Conversations: A Benchmark Study Unresolved cited work
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:01:44.169031Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 9f2ecb6c-a49e-4faa-9466-e40f4cbd23dc · inbound
M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals cites this paper.
M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Trust Modeling in Counseling Conversations: A Benchmark Study
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T17:55:32.551200Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.