Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:30:02.253747Z
Paper Citation Record · LEDGER
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users
As of 20 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 2 inbound Pith citation observations for arXiv:2506.13980.
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 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-15T07:53:25.301453Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-15T07:55:15.091812Z
Reference resolution
28 of 28 outbound references displayed
- verified exact2
- verified fuzzy20
- unresolved6
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ac8eacdb-b0b0-4e07-b85c-e7111e69c527 · outbound
This paper cites Let the llms talk: Simulating human-to-human conversational qa via zero-shot llm-to-llm interactions.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users Let the llms talk: Simulating human-to-human conversational qa via zero-shot llm-to-llm interactions
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:30:05.992096Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b99c0251-3e97-4926-90a2-94bc03d9d7b5 · outbound
This paper cites The best it advice.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users The best it advice
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:30:05.839024Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d0631e7f-524e-42b4-9279-5869ba2a984a · outbound
This paper cites Taxonomy of mobile users’ security awareness.Computers & Security, 73:266–293, 2018.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users Taxonomy of mobile users’ security awareness.Computers & Security, 73:266–293, 2018
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:30:05.701150Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 23b35dae-9773-478d-b91c-b2e42a241563 · outbound
This paper cites DiagGPT: An LLM-based and Multi-agent Dialogue System with Automatic Topic Management for Flexible Task-Oriented Dialogue.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users DiagGPT: An LLM-based and Multi-agent Dialogue System with Automatic Topic Management for Flexible Task-Oriented Dialogue
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:30:00.332697Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4bf77f57-05ef-45ee-b6b8-2309f63f41b5 · outbound
This paper cites Apollonion: Profile-centric Dialog Agent.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users Apollonion: Profile-centric Dialog Agent
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:30:00.443529Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c90f1a56-f8b7-497e-a408-8bf48851aade · outbound
This paper cites Technical support fundamentals, dell technologies technical customer support specialist, ibm technical support, google it support, 2025.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users Technical support fundamentals, dell technologies technical customer support specialist, ibm technical support, google it support, 2025
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:30:05.532837Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7cfa893a-4cff-4eac-8db5-5a22f999f8bc · outbound
This paper cites The use of chatgpt for personality research: Administering questionnaires using generated personas.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users The use of chatgpt for personality research: Administering questionnaires using generated personas
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:30:05.326691Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 37455b9d-8879-4edb-9448-751f1acad348 · outbound
This paper cites Personality structure: Emergence of the five-factor model.Annual review of psychology, 41(1):417–440, 1990.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users Personality structure: Emergence of the five-factor model.Annual review of psychology, 41(1):417–440, 1990
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:30:05.140233Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4e86a39a-b98f-441a-b3d2-6011b8605697 · outbound
This paper cites User profiling and satisfaction inference in public information access services.Journal of Intelligent Information Systems, 58(1):67–89, 2022.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users User profiling and satisfaction inference in public information access services.Journal of Intelligent Information Systems, 58(1):67–89, 2022
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:30:04.957693Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 58b3742e-1215-487b-bd25-edf19682abf2 · outbound
This paper cites Martín, Alberto Fernández-Isabel, Isaac Martín de Diego, and Marta Beltrán.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users Martín, Alberto Fernández-Isabel, Isaac Martín de Diego, and Marta Beltrán
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:30:04.804388Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5ef63156-2b6e-424a-97a7-e978f08cc16e · outbound
This paper cites Towards adaptive learning: Ai chatbot for users profiling and learning styles.International Journal on Technical and Physical Problems of Engineering, 16(59):167–174, 2024.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users Towards adaptive learning: Ai chatbot for users profiling and learning styles.International Journal on Technical and Physical Problems of Engineering, 16(59):167–174, 2024
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:30:04.685307Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4223cc46-8f26-47fc-a4a2-dacf5aab60f7 · outbound
This paper cites Invest Implications: Forecast Analysis: Artificial Intelli- gence Software, 2023-2027, Worldwide, 2023.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users Invest Implications: Forecast Analysis: Artificial Intelli- gence Software, 2023-2027, Worldwide, 2023
Reference 12
- Resolution
- verified exact
- raw_fallback, observed 2026-08-07T00:30:02.698827Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 25883dee-33b5-417c-a5ab-4df09ee77e39 · outbound
This paper cites ChatGPT for Suicide Risk Assessment on Social Media: Quantitative Evaluation of Model Performance, Potentials and Limitations.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users ChatGPT for Suicide Risk Assessment on Social Media: Quantitative Evaluation of Model Performance, Potentials and Limitations
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:30:01.223929Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 989c6fbf-5f0e-43f1-9417-0eb97ab1645d · outbound
This paper cites Are LLMs All You Need for Task-Oriented Dialogue?.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users Are LLMs All You Need for Task-Oriented Dialogue?
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:30:01.299264Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b379ef71-6e77-4664-91a6-2477a8f44e2d · outbound
This paper cites Personality bert: a transformer- based model for personality detection from textual data.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users Personality bert: a transformer- based model for personality detection from textual data
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:30:04.527731Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8c2ba4bf-213d-4f07-b233-37a573ce2c68 · outbound
This paper cites Developing Effective Educational Chatbots with ChatGPT prompts: Insights from Preliminary Tests in a Case Study on Social Media Literacy (with appendix).
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users Developing Effective Educational Chatbots with ChatGPT prompts: Insights from Preliminary Tests in a Case Study on Social Media Literacy (with appendix)
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T00:30:02.473259Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 746930c0-d6d6-4185-a8aa-c5f7a58d4694 · outbound
This paper cites Content-oriented user modeling for personalized response ranking in chatbots.IEEE/ACM Transactions on Audio, Speech, and Language Processing, 26(1):122–133, 2017.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users Content-oriented user modeling for personalized response ranking in chatbots.IEEE/ACM Transactions on Audio, Speech, and Language Processing, 26(1):122–133, 2017
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:30:04.393354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation db730ec6-4a3b-42e9-aa8e-a07cf2244de4 · outbound
This paper cites Once:Boostingcontent- based recommendation with both open-and closed-source large language models.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users Once:Boostingcontent- based recommendation with both open-and closed-source large language models
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:30:04.220858Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5992802a-7ea7-43ce-98b1-7065b437f686 · outbound
This paper cites One chatbot per person: Creating personalized chatbots based on implicit user profiles.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users One chatbot per person: Creating personalized chatbots based on implicit user profiles
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:30:04.066623Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation df28c190-bf43-4aef-bfba-e53c7ad743be · outbound
This paper cites Adaptive intelligence: Gpt-powered language models for dynamic re- sponses to emerging healthcare challenges.IJARCCE, 13:104–109, 01 2024.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users Adaptive intelligence: Gpt-powered language models for dynamic re- sponses to emerging healthcare challenges.IJARCCE, 13:104–109, 01 2024
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:30:03.904216Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e5bd5112-04d1-474b-b887-153155a6bb27 · outbound
This paper cites Llm-based chatbots in language learning.European Jour- nal of Education, 7(1):102–123, 2024.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users Llm-based chatbots in language learning.European Jour- nal of Education, 7(1):102–123, 2024
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:30:03.743576Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 39545c12-3718-4534-be5e-1991030e7567 · outbound
This paper cites Learning implicit user profile for personalized retrieval-based chatbot.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users Learning implicit user profile for personalized retrieval-based chatbot
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:30:03.570830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation dbfbe0c7-b7c4-44c8-9460-bcee8dfdfd35 · outbound
This paper cites Digcomp 2.2: The digital competence frame- work for citizens - with new examples of knowledge, skills and attitudes.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users Digcomp 2.2: The digital competence frame- work for citizens - with new examples of knowledge, skills and attitudes
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:30:03.400133Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 25512aa5-1d53-4f61-9e5d-ca0059a1f6a3 · outbound
This paper cites Leveraging gpt-4 capabilities for developing context- aware, personalized chatbot interfaces in e-commerce customer support systems.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users Leveraging gpt-4 capabilities for developing context- aware, personalized chatbot interfaces in e-commerce customer support systems
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:30:03.207365Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ce8b48b7-29fa-4775-87c0-e5039ba1d8c7 · outbound
This paper cites LLM Roleplay: Simulating Human-Chatbot Interaction.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users LLM Roleplay: Simulating Human-Chatbot Interaction
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:30:02.038845Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 208bb3ae-8de2-4c03-aef5-ef5e02517662 · outbound
This paper cites User Modeling in the Era of Large Language Models: Current Research and Future Directions.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users User Modeling in the Era of Large Language Models: Current Research and Future Directions
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:30:02.115532Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85524792-e1b9-4496-a9e6-c6a7e67023fa · outbound
This paper cites Desprompt: Personality-descriptive prompt tuning for few-shot personality recognition.Information Processing & Management, 60(5):103422, 2023.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users Desprompt: Personality-descriptive prompt tuning for few-shot personality recognition.Information Processing & Management, 60(5):103422, 2023
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:30:03.038190Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 58d86007-7942-46e7-a6a2-f78605597dd2 · outbound
This paper cites When chatbots fail: exploring user coping following a chatbots-induced service failure.Information technology & people, 37(8):175–195, 2024.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users When chatbots fail: exploring user coping following a chatbots-induced service failure.Information technology & people, 37(8):175–195, 2024
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:30:02.850587Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
Observation c802ff88-252b-4743-9258-001ef5e10eb6 · inbound
SecMate: Multi-Agent Adaptive Cybersecurity Troubleshooting with Tri-Context Personalization cites this paper.
SecMate: Multi-Agent Adaptive Cybersecurity Troubleshooting with Tri-Context Personalization ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T09:01:25.981381Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f819d8a2-c66c-4589-85d2-21097f72b7b8 · inbound
Same Voice, Different Lab: On the Homogenization of Frontier LLM Personalities cites this paper.
Same Voice, Different Lab: On the Homogenization of Frontier LLM Personalities ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T07:55:15.095731Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.