Awesome Personalized LM and LLM
A curated list of Personalized Language model and Large language model:
- Awesome Personalized LM and LLM
- Retrieval-Fusion approach
- Persona Grounding
- Evaluation
- Dataset
- Benchmark
Retrieval-Fusion approach
| Paper Title |
Affiliation |
Published At |
Link |
| RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation |
Information Sciences Institute |
ACL'23 |
|
| Personalized Dialogue Generation with Persona-Adaptive Attention |
University of Surrey |
AAAI'23 |
|
Persona Grounding
| Paper Title |
Affiliation |
Published At |
Link |
| P5: Plug-and-Play Persona Prompting for Personalized Response Selection |
NAVER; Kakao Brain |
EMNLP'23 |
|
| PK-ICR: Persona-Knowledge Interactive Multi-Context Retrieval for Grounded Dialogue |
MSK Research |
EMNLP'23 |
|
Evaluation
| Paper Title |
Affiliation |
Published At |
Link |
| Automated Evaluation of Personalized Text Generation using Large Language Models |
Google Research; University of Michigan |
arXiv'23 |
|
Dataset
| Dataset Name |
Paper Title |
Affiliation |
Published At |
Link |
| PANDORA |
PANDORA Talks: Personality and Demographics on Reddit |
Text Analysis and Knowledge Engineering Lab, University of Zagreb |
NAACL'21 |
|
| PersonaChat |
Personalizing Dialogue Agents: I have a dog, do you have pets too? |
Montreal Institute for Learning Algorithms, MILA; Facebook AI Research |
arXiv'18 |
|
| FoCus |
Call for Customized Conversation: Customized Conversation Grounding Persona and Knowledge |
Department of Computer Science and Engineering, Korea University |
AAAI'22 |
|
Benchmark
| Paper Title |
Affiliation |
Published At |
Link |
| LaMP: When Large Language Models Meet Personalization |
University of Massachusetts Amherst; Google Research |
arXiv'23 |
|
