:heavy_minus_sign: |
How Far Are We from Believable AI Agents? A Framework for Evaluating the Believability of Human Behavior Simulation |
![arXiv](https://img.shields.io/badge/arXiv-2312.17115-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/GAIR-NLP/SimulateBench) |
:heavy_minus_sign: |
Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment |
![arXiv](https://img.shields.io/badge/arXiv-2401.12474-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/OFA-Sys/Ditto) |
:heavy_minus_sign: |
ControlLM: Crafting Diverse Personalities for Language Models |
![arXiv](https://img.shields.io/badge/arXiv-2402.10151-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/wengsyx/ControlLM) |
:heavy_minus_sign: |
Measuring and Controlling Persona Drift in Language Model Dialogs |
![arXiv](https://img.shields.io/badge/arXiv-2402.10962-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/likenneth/persona_drift) |
:heavy_minus_sign: |
"In Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning |
![arXiv](https://img.shields.io/badge/arXiv-2403.03102-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/steven-ccq/In-Dialogue-Learning) |
:heavy_minus_sign: |
Quantifying the Persona Effect in LLM Simulations |
![arXiv](https://img.shields.io/badge/arXiv-2402.10811-b31b1b.svg) |
:heavy_minus_sign: |
:heavy_minus_sign: |
Is Cognition and Action Consistent or Not: Investigating Large Language Model's Personality |
![arXiv](https://img.shields.io/badge/arXiv-2402.14679-b31b1b.svg) |
:heavy_minus_sign: |
:heavy_minus_sign: |
InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews |
![arXiv](https://img.shields.io/badge/arXiv-2310.17976-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/Neph0s/InCharacter) |
:heavy_minus_sign: |
Faithful Persona-based Conversational Dataset Generation with Large Language Models |
![arXiv](https://img.shields.io/badge/arXiv-2312.10007-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/google-research-datasets/Synthetic-Persona-Chat) |
:heavy_minus_sign: |
Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment |
![arXiv](https://img.shields.io/badge/arXiv-2401.12474-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/OFA-Sys/Ditto) |
ICLR24 |
Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs |
![arXiv](https://img.shields.io/badge/arXiv-2311.04892-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/allenai/persona-bias) |
:heavy_minus_sign: |
Editing Personality for LLMs |
![arXiv](https://img.shields.io/badge/arXiv-2310.02168-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/zjunlp/EasyEdit) |
EMNLP23 |
Character-LLM: A Trainable Agent for Role-Playing |
![arXiv](https://img.shields.io/badge/arXiv-2310.101581-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/choosewhatulike/trainable-agents) |
EMNLP23 |
CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations |
![arXiv](https://img.shields.io/badge/arXiv-2310.11501-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/myracheng/lm_caricature) |
:heavy_minus_sign: |
CharacterGLM: Customizing Chinese Conversational AI Characters with Large Language Models |
![arXiv](https://img.shields.io/badge/arXiv-2311.16832-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/thu-coai/CharacterGLM-6B) |
:heavy_minus_sign: |
Do LLMs Possess a Personality? Making the MBTI Test an Amazing Evaluation for Large Language Models |
![arXiv](https://img.shields.io/badge/arXiv-2307.16180-b31b1b.svg) |
:heavy_minus_sign: |
AAAI23 |
Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues |
![arXiv](https://img.shields.io/badge/arXiv-2301.04871-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/Chenrj233/LMEDR) |
SIGIR22 |
COSPLAY: Concept Set Guided Personalized Dialogue Generation Across Both Party Personas |
![arXiv](https://img.shields.io/badge/arXiv-2205.00872-b31b1b.svg) |
:heavy_minus_sign: |
EMNLP22 |
You Truly Understand What I Need : Intellectual and Friendly Dialogue Agents grounding Knowledge and Persona |
![arXiv](https://img.shields.io/badge/paper-link-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/dlawjddn803/INFO) |
NAACL22 |
Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation |
![arXiv](https://img.shields.io/badge/paper-link-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/bangbangbang12315/MSP) |
NAACL22 |
Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances |
![arXiv](https://img.shields.io/badge/arXiv-2204.10825-b31b1b.svg) |
:heavy_minus_sign: |
NAACL22 |
Partner Personas Generation for Dialogue Response Generation |
![arXiv](https://img.shields.io/badge/paper-link-b31b1b.svg) |
:heavy_minus_sign: |
COLLING22 |
Towards Building a Personalized Dialogue Generator via Implicit User Persona Detection |
![arXiv](https://img.shields.io/badge/paper-link-b31b1b.svg) |
:heavy_minus_sign: |
CIKM22 |
Improving Personality Consistency in Conversation by Persona Extending |
![arXiv](https://img.shields.io/badge/arXiv-2208.10816-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/CCIIPLab/Persona_Extend) |
ACL22 |
A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation |
![arXiv](https://img.shields.io/badge/paper-link-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/caoyu-noob/D3) |
:heavy_minus_sign: |
MPI: Evaluating and Inducing Personality in Pre-trained Language Models |
![arXiv](https://img.shields.io/badge/arXiv-2206.07550-b31b1b.svg) |
:heavy_minus_sign: |
:heavy_minus_sign: |
Persona-Knowledge Dialogue Multi-Context Retrieval and Enhanced Decoding Methods |
![arXiv](https://img.shields.io/badge/arXiv-2207.13919-b31b1b.svg) |
:heavy_minus_sign: |
:heavy_minus_sign: |
Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity |
![arXiv](https://img.shields.io/badge/arXiv-2112.05843-b31b1b.svg) |
:heavy_minus_sign: |
:heavy_minus_sign: |
Partner Personas Generation for Diverse Dialogue Generation |
![arXiv](https://img.shields.io/badge/arXiv-2111.13833-b31b1b.svg) |
:heavy_minus_sign: |
:heavy_minus_sign: |
Learning to Predict Persona Information for Dialogue Personalization without Explicit Persona Description |
![arXiv](https://img.shields.io/badge/arXiv-2111.15093-b31b1b.svg) |
:heavy_minus_sign: |
:heavy_minus_sign: |
Federated Natural Language Generation for Personalized Dialogue System |
![arXiv](https://img.shields.io/badge/arXiv-2110.06419-b31b1b.svg) |
:heavy_minus_sign: |
EMNLP21 |
Detecting Speaker Personas from Conversational Texts |
![arXiv](https://img.shields.io/badge/arXiv-2109.01330-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/JasonForJoy/SPD) |
EMNLP21 |
Transferable Persona-Grounded Dialogues via Grounded Minimal Edits |
[ ]() |
![GitHub](https://img.shields.io/github/stars/thu-coai/grounded-minimal-edit) |
CIKM21 |
Learning Implicit User Profiles for Personalized Retrieval-Based Chatbot |
![arXiv](https://img.shields.io/badge/arXiv-2108.07935-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/qhjqhj00/CIKM2021-IMPChat) |
:heavy_minus_sign: |
Bilateral Personalized Dialogue Generation with Dynamic Persona-Aware Fusion |
![arXiv](https://img.shields.io/badge/arXiv-2106.07857-b31b1b.svg) |
:heavy_minus_sign: |
SIGIR21 |
One Chatbot Per Person: Creating Personalized Chatbots based |
![arXiv](https://img.shields.io/badge/arXiv-2108.09355-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/zhengyima/DHAP) |
SIGIR21 |
Partner Matters! An Empirical Study on Fusing Personas for Personalized Response Selection in Retrieval-Based Chatbots |
![arXiv](https://img.shields.io/badge/arXiv-2105.09050-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/JasonForJoy/Personalized-Response-Selection) |
ACL21 |
BoB: BERT Over BERT for Training Persona-based Dialogue Models |
![arXiv](https://img.shields.io/badge/arXiv-2106.06169-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/songhaoyu/BoB) |
ACL21 |
Unsupervised Enrichment of Persona-grounded Dialog with Background Stories |
![arXiv](https://img.shields.io/badge/arXiv-2106.08364.pdf-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/majumderb/pabst) |
AAAI20 |
A Pre-training Based Personalized Dialogue Generation Model with Persona-sparse Data |
![arXiv](https://img.shields.io/badge/arXiv-1911.04700-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/ghosthamlet/persona?utm_source=catalyzex.com) |
ACL20 |
You Impress Me: Dialogue Generation via Mutual Persona Perception |
![arXiv](https://img.shields.io/badge/paper-link-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/SivilTaram/Persona-Dialogue-Generation) |
EMNLP20 |
Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions |
![arXiv](https://img.shields.io/badge/paper-link-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/majumderb/compac) |
INLG20 |
Listener’s Social Identity Matters in Personalised Response Generation |
![arXiv](https://img.shields.io/badge/arXiv-2010.14342-b31b1b.svg) |
:heavy_minus_sign: |
ACL19 |
Personalizing Dialogue Agents via Meta-Learning |
![arXiv](https://img.shields.io/badge/arXiv-1905.10033-b31b1b.svg) |
![GitHub](https://img.shields.io/github/stars/HLTCHKUST/PAML) |
ACL16 |
A Persona-Based Neural Conversation Model |
![arXiv](https://img.shields.io/badge/arXiv-1603.06155-b31b1b.svg) |
:heavy_minus_sign: |