Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation | Paper Citation Record

Observation 1e1c08b1-84b5-44e6-91fb-4d2ea7aeea0d · outbound

This paper cites Large language models empowered personalized web agents.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Large language models empowered personalized web agents

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.967943Z

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 391433f9-a0cf-487a-b5fb-a9e80face769 · outbound

This paper cites A survey on dialogue systems: Recent advances and new frontiers.Acm Sigkdd Explorations Newsletter, 19(2):25–35, 2017.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation A survey on dialogue systems: Recent advances and new frontiers.Acm Sigkdd Explorations Newsletter, 19(2):25–35, 2017

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.897440Z

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 42be98f9-0c52-43d0-9e52-f9de0f79f3d0 · outbound

This paper cites A Personalized Dialogue Generator with Implicit User Persona Detection.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation A Personalized Dialogue Generator with Implicit User Persona Detection

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:34:40.848259Z

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 0ccc7bf2-f4b6-4ab0-9e76-3e8eb15d475b · outbound

This paper cites Large language models (llms) inference offloading and resource allocation in cloud-edge networks: An active inference approach.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Large language models (llms) inference offloading and resource allocation in cloud-edge networks: An active inference approach

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.975756Z

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 4148c6b6-fe58-4ea8-979a-d4758b396ff0 · outbound

This paper cites The free-energy principle: a unified brain theory?Nature reviews neuroscience, 11(2):127–138.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation The free-energy principle: a unified brain theory?Nature reviews neuroscience, 11(2):127–138

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.985284Z

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 d91babe1-0b62-42c1-82a0-327dbffbc143 · outbound

This paper cites Friston, J.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Friston, J

Reference 6

Resolution: metadata mismatch; doi, observed 2026-06-30T13:34:39.911801Z

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 26ff3451-b611-4608-baa2-b2cf29dcb2fe · outbound

This paper cites Active inference and epistemic value.Cognitive neuroscience, 6(4):187–214, 2015.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Active inference and epistemic value.Cognitive neuroscience, 6(4):187–214, 2015

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.962291Z

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 3b92a031-df6d-4376-913b-c6287af87988 · outbound

This paper cites Active inference and learning.Neuroscience & Biobehavioral Reviews, 68:862–879, 2016.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Active inference and learning.Neuroscience & Biobehavioral Reviews, 68:862–879, 2016

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.925873Z

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 fc47739b-cffc-4c97-830e-7c9825045891 · outbound

This paper cites Neural Computation29(1), 1 – 49 (2017).https: //doi.org/10.1162/NECO_a_00912.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Neural Computation29(1), 1 – 49 (2017).https: //doi.org/10.1162/NECO_a_00912

Reference 9

Resolution: verified exact; doi, observed 2026-06-30T13:34:39.909750Z

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 43e3fe1f-d052-461d-9966-b472b9dee79f · outbound

This paper cites Action and behavior: a free-energy formulation.Biological cybernetics, 102(3):227–260, 2010.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Action and behavior: a free-energy formulation.Biological cybernetics, 102(3):227–260, 2010

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.975955Z

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 a3ff24f4-a893-45c0-9156-cdc968f29a37 · outbound

This paper cites The Llama 3 Herd of Models.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation The Llama 3 Herd of Models

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-06-30T13:34:40.885337Z

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 f3b50c84-077d-42f2-bfe9-50433131fb22 · outbound

This paper cites an unresolved cited work.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-07-09T01:55:51.935126Z

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 d10ed754-d9b9-4c82-b14a-b7c2be2a12d1 · outbound

This paper cites Mem-pal: Towards memory-based personalized dialogue assistants for long- term user-agent interaction.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Mem-pal: Towards memory-based personalized dialogue assistants for long- term user-agent interaction

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.951656Z

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 0e75d09a-b687-4d00-af3d-1f4d0600bb2d · outbound

This paper cites Dialogue management by estimating user’s internal state using movie recommendation dialogue.Journal of Natural Language Processing, 28(1):104–135, 2021.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Dialogue management by estimating user’s internal state using movie recommendation dialogue.Journal of Natural Language Processing, 28(1):104–135, 2021

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.937427Z

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 82b12ccd-960e-48f6-b3e9-bdd8b35b5a3b · outbound

This paper cites Aligning to thousands of preferences via system message generalization.Advances in Neural Information Processing Systems, 37:73783–73829.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Aligning to thousands of preferences via system message generalization.Advances in Neural Information Processing Systems, 37:73783–73829

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.954275Z

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 f282cb7d-a64d-400b-8fc1-311fcd19e269 · outbound

This paper cites Hello again! llm-powered personalized agent for long-term dialogue.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Hello again! llm-powered personalized agent for long-term dialogue

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.966374Z

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 628a1cf1-8dd7-4ee0-9a20-8ee8ba040c89 · outbound

This paper cites A persona-aware llm-enhanced framework for multi-session personalized dialogue generation.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation A persona-aware llm-enhanced framework for multi-session personalized dialogue generation

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.977462Z

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 a89a5ccf-f209-4db2-add9-1aa27f2bb702 · outbound

This paper cites L-mtp: Leap multi-token prediction beyond adjacent context for large language models.Advances in Neural Information Processing Systems, 38: 102569–102600, 2026.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation L-mtp: Leap multi-token prediction beyond adjacent context for large language models.Advances in Neural Information Processing Systems, 38: 102569–102600, 2026

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.974066Z

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 0667c84e-25fc-4071-b9c3-baf36ba80db0 · outbound

This paper cites MIRACLE: Towards Personalized Dialogue Generation with Latent-Space Multiple Personal Attribute Control.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation MIRACLE: Towards Personalized Dialogue Generation with Latent-Space Multiple Personal Attribute Control

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:34:40.873689Z

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 603e5f0e-7924-45c2-8ecf-8881823bd1ef · outbound

This paper cites Odar: Principled adaptive routing for llm reasoning via active inference.arXiv preprint arXiv:2602.23681, 2026.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Odar: Principled adaptive routing for llm reasoning via active inference.arXiv preprint arXiv:2602.23681, 2026

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:34:40.874235Z

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 e3259fd5-c0a6-4bcb-a794-22974dc4cdf6 · outbound

This paper cites Maple: A framework for active preference learning guided by large language models.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Maple: A framework for active preference learning guided by large language models

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.919861Z

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 01674e1b-4f60-403c-a329-de45442bdf9f · outbound

This paper cites UniDetect: LLM-Driven Universal Fraud Detection across Heterogeneous Blockchains.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation UniDetect: LLM-Driven Universal Fraud Detection across Heterogeneous Blockchains

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-06-30T13:34:40.877128Z

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 e4d448d2-0fb4-420b-b413-6df5b1410b7c · outbound

This paper cites Active inference and human– computer interaction.ACM Transactions on Computer-Human Interaction, 32(6):1–45, 2025.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Active inference and human– computer interaction.ACM Transactions on Computer-Human Interaction, 32(6):1–45, 2025

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.941415Z

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 561f410f-ba80-4be2-9f13-e03ff161327f · outbound

This paper cites Generating meaning: active inference and the scope and limits of passive ai.Trends in Cognitive Sciences, 28(2): 97–112, 2024.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Generating meaning: active inference and the scope and limits of passive ai.Trends in Cognitive Sciences, 28(2): 97–112, 2024

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.981379Z

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 848a2970-a598-42ba-bcc1-75befc90e6fd · outbound

This paper cites Active preference inference using language models and probabilistic reasoning.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Active preference inference using language models and probabilistic reasoning

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.935418Z

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 c4475018-fafa-4371-a5e5-0acfe7843e81 · outbound

This paper cites Initial efficacy of mi, ttm tailoring and hri’s with multiple behaviors for employee health promotion.Preventive medicine, 46(3):226–231, 2008.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Initial efficacy of mi, ttm tailoring and hri’s with multiple behaviors for employee health promotion.Preventive medicine, 46(3):226–231, 2008

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.991287Z

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 9ead5169-09c8-4d26-8b1a-9947a5d331b0 · outbound

This paper cites Latent inter-user difference modeling for llm personalization.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Latent inter-user difference modeling for llm personalization

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.949797Z

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 d3638ec3-47cf-4cbe-8304-e48e7d094e2c · outbound

This paper cites Measuring what makes you unique: Difference-aware user modeling for enhancing llm personalization.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Measuring what makes you unique: Difference-aware user modeling for enhancing llm personalization

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.979430Z

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 78e5f507-12e8-477c-81d4-487b06584cfc · outbound

This paper cites Raptor: Recursive abstractive processing for tree-organized retrieval.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Raptor: Recursive abstractive processing for tree-organized retrieval

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.930605Z

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 25b6e2a3-3a88-4627-8967-5d22bf336d96 · outbound

This paper cites Average user-side counterfactual fairness for collaborative filtering.ACM Transactions on Information Systems, 42(5):1–26, 2024.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Average user-side counterfactual fairness for collaborative filtering.ACM Transactions on Information Systems, 42(5):1–26, 2024

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.981122Z

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 43af9666-1ec7-4ab3-9ead-04bc85fec6c2 · outbound

This paper cites Pmg: Personalized multimodal response generation with large language models.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Pmg: Personalized multimodal response generation with large language models

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.987077Z

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 6dc1e88e-d6a1-4593-bf87-4f502b453d17 · outbound

This paper cites Answering narrative-driven recommendation queries via a retrieve–rank paradigm and the ocg-agent.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Answering narrative-driven recommendation queries via a retrieve–rank paradigm and the ocg-agent

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.904249Z

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 a8b09a19-a9c3-46f8-9319-bdb7c258247a · outbound

This paper cites An active inference strategy for prompting reliable responses from large language models in medical practice.npj Digital Medicine, 8(1):119, 2025.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation An active inference strategy for prompting reliable responses from large language models in medical practice.npj Digital Medicine, 8(1):119, 2025

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.970209Z

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 fd44dbd2-6b82-4fea-98c0-45908ad9a7b2 · outbound

This paper cites Rethinking the Alignment of Psychotherapy Dialogue Generation with Motivational Interviewing Strategies.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Rethinking the Alignment of Psychotherapy Dialogue Generation with Motivational Interviewing Strategies

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:34:40.880013Z

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 e2f7fe16-1401-4775-8418-c6db1a8d7147 · outbound

This paper cites Enhancing Personalized Dialogue Generation with Contrastive Latent Variables: Combining Sparse and Dense Persona.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Enhancing Personalized Dialogue Generation with Contrastive Latent Variables: Combining Sparse and Dense Persona

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:34:40.883124Z

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 aabfe5d0-ef32-4766-8609-3128bbcd8b1a · outbound

This paper cites Msl: Not all tokens are what you need for tuning llm as a recommender.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Msl: Not all tokens are what you need for tuning llm as a recommender

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.950576Z

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 8eb8a6bf-9a28-439f-ac8a-da61dbe227e1 · outbound

This paper cites Think-While-Generating: On-the-Fly Reasoning for Personalized Long-Form Generation.arXiv preprint arXiv:2512.06690.2025.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Think-While-Generating: On-the-Fly Reasoning for Personalized Long-Form Generation.arXiv preprint arXiv:2512.06690.2025

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:34:40.869082Z

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 79d5e2ae-fe4d-496d-bcf8-e03d698725be · outbound

This paper cites Rlpf: Reinforcement learning from prediction feedback for user summarization with llms.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Rlpf: Reinforcement learning from prediction feedback for user summarization with llms

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.939668Z

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 e32719e6-2b5c-4b75-9e86-d67d70c5be5e · outbound

This paper cites Humanlm: Simulating users with state alignment beats response imitation.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Humanlm: Simulating users with state alignment beats response imitation

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:34:40.860722Z

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 16a5bf2d-d45d-4800-abbf-00958cce073e · outbound

This paper cites Anno-mi: A dataset of expert-annotated counselling dialogues.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Anno-mi: A dataset of expert-annotated counselling dialogues

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.970537Z

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 29f062f6-febc-47fa-9ba8-176b6728ed0e · outbound

This paper cites Few-shot dialogue strategy learning for motiva- tional interviewing via inductive reasoning.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Few-shot dialogue strategy learning for motiva- tional interviewing via inductive reasoning

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.928440Z

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 a62175eb-4859-4f64-8ab0-b5bfc731770a · outbound

This paper cites Gajos, and Dakuo Zhang.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Gajos, and Dakuo Zhang

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.921558Z

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 81d036a4-a20f-42f9-9822-b8b072bd91bf · outbound

This paper cites Qwen3 Technical Report.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Qwen3 Technical Report

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-06-30T13:34:40.865904Z

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 42d6e943-6105-4e71-9c51-9a27b8a545d4 · outbound

This paper cites Reliable and responsible foundation models.Transactions on Machine Learning Research, 2025.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Reliable and responsible foundation models.Transactions on Machine Learning Research, 2025

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.925677Z

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 a0f228b2-4f85-4e70-8b52-42382f8d54de · outbound

This paper cites Cami: A counselor agent sup- porting motivational interviewing through state inference and topic exploration.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Cami: A counselor agent sup- porting motivational interviewing through state inference and topic exploration

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.956199Z

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 9211c888-0feb-41b5-a318-b4ee19148533 · outbound

This paper cites Consistent client simulation for motivational interviewing-based counseling.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Consistent client simulation for motivational interviewing-based counseling

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.952403Z

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 0e345310-98cc-429c-9f41-ba31e978e418 · outbound

This paper cites Memweaver: A hierarchical memory from textual interactive behaviors for personalized genera- tion.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Memweaver: A hierarchical memory from textual interactive behaviors for personalized genera- tion

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.977727Z

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 6349c54e-3268-4174-86c5-db63a1fdbabd · outbound

This paper cites MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-06-30T13:34:40.868150Z

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 e88a019e-d220-4409-beac-62fdad7c8753 · outbound

This paper cites Prime: Large language model personalization with cognitive dual-memory and personalized thought process.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Prime: Large language model personalization with cognitive dual-memory and personalized thought process

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.955481Z

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 6c773276-3e7c-46ad-83e2-0defbb02627a · outbound

This paper cites Reinforced latent reasoning for llm-based recommendation.ICLR, 2026.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Reinforced latent reasoning for llm-based recommendation.ICLR, 2026

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.957806Z

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 c67f18c7-b355-4eed-a066-ecdb54a0e4ae · outbound

This paper cites Nextmem: Towards latent factual memory for llm-based agents.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Nextmem: Towards latent factual memory for llm-based agents

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:34:40.854667Z

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 cb8f9fe4-4d4e-48ae-910a-b0ab53fd9810 · outbound

This paper cites Explicit vs implicit memory: Exploring multi-hop complex reasoning over personalized information.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Explicit vs implicit memory: Exploring multi-hop complex reasoning over personalized information

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.964175Z

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 13454e38-036b-490b-a7b4-71bfa7d0aeaf · outbound

This paper cites Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:34:40.857285Z

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 1bddde5a-ec4d-47eb-9d64-09a0ce49969a · outbound

This paper cites SteerX: Disentangled Steering for LLM Personalization.arXiv preprint arXiv:2510.22256.2025.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation SteerX: Disentangled Steering for LLM Personalization.arXiv preprint arXiv:2510.22256.2025

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:34:40.855201Z

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 454928a4-5e7f-4bf8-8e6c-f346212b499e · outbound

This paper cites Reinforced strategy optimization for conversational recommender systems via network-of-experts.arXiv e-prints, pages arXiv–2509, 2025.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Reinforced strategy optimization for conversational recommender systems via network-of-experts.arXiv e-prints, pages arXiv–2509, 2025

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.963983Z

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 4fafff11-0bbc-4587-a7ab-5febbd58e570 · outbound

This paper cites Nextquill: Causal preference modeling for enhancing llm personalization.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Nextquill: Causal preference modeling for enhancing llm personalization

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.968425Z

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 8337a739-c045-4994-b0ff-6d69912ab7c2 · outbound

This paper cites abstract_cue.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation abstract_cue

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.989216Z

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 3e1ebfd0-2863-4110-9729-52e4235e9bee · outbound

This paper cites an unresolved cited work.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-07-09T01:55:51.947934Z

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 73422f83-3e5d-43da-a240-debf3861db21 · outbound

This paper cites an unresolved cited work.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-07-09T01:55:51.983350Z

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 83d752d4-5021-4442-8814-f8263d0efc89 · outbound

This paper cites ## Strict Rules - Single valid JSON; no markdown fences; escape internal " as \".

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation ## Strict Rules - Single valid JSON; no markdown fences; escape internal " as \"

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.966102Z

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 190a6d41-6440-4cd0-a356-4ae808c1178f · outbound

This paper cites an unresolved cited work.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-07-09T01:55:51.972160Z

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 f2d3cfea-5f88-475f-9189-25e040f04b25 · outbound

This paper cites could",.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation could",

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.917807Z

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 b73eb437-6c00-4c68-a737-64d137224aaa · outbound

This paper cites yeah", "I don’t know.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation yeah", "I don’t know

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.960484Z

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 b6f431e5-6828-4c00-bd06-a6b354c2e7db · outbound

This paper cites an unresolved cited work.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-07-09T01:55:51.923604Z

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 828a56af-4669-4765-8023-194f72977787 · outbound

This paper cites an unresolved cited work.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-07-09T01:55:51.910488Z

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 f458e86e-dc52-489d-90b4-fe7a36d8ca46 · outbound

This paper cites ""{current_state}.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation ""{current_state}

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.913123Z

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 f2900907-8c94-46f9-be71-5fbdb8485e30 · outbound

This paper cites an unresolved cited work.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-07-09T01:55:51.908533Z

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 b28a1d07-0809-4bcf-b25a-70ccf17e307c · outbound

This paper cites current_state.

Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation current_state

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T01:55:51.973895Z

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.

Coverage vector

Reference resolution

Outbound references

Pith citing papers