A repo lists papers about LLM role playing, memory mechanism and LLM game playing.
- Role Playing
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[2023/05/30] Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate | [paper] | [code]
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[2023/05/27] SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks | [paper] | [code]
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[2023/05/26] Training Socially Aligned Language Models in Simulated Human Society | [paper] | [code]
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[2023/05/25] Role-Play with Large Language Models | [paper] | [code]
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[2023/05/17] Tree of Thoughts: Deliberate Problem Solving with Large Language Models | [paper] | [code]
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[2023/05/09] TidyBot: Personalized Robot Assistance with Large Language Models | [paper] | [code]
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[2023/05/02] The Role of Summarization in Generative Agents: A Preliminary Perspective | [paper] | [code]
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[2023/04/26] Multi-Party Chat: Conversational Agents in Group Settings with Humans and Models | [paper] | [code]
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[2023/04/24] ChatLLM Network: More brains, More intelligence | [paper] | [code]
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[2023/04/21] Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback | [paper] | [code]
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[2023/04/15] Self-collaboration Code Generation via ChatGPT | [paper] | [code]
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[2023/04/07] Generative Agents: Interactive Simulacra of Human Behavior | [paper] | [code]
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[2023/03/31] CAMEL: Communicative Agents for "Mind" Exploration of Large Scale Language Model Society | [paper] | [code]
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- Memory Mechanism
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[2023/06/06] ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory | [paper] | [code]
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[2023/05/31] Monotonic Location Attention for Length Generalization | [paper] | [code]
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[2023/05/26] Randomized Positional Encodings Boost Length Generalization of Transformers | [paper] | [code]
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[2023/05/25] Landmark Attention: Random-Access Infinite Context Length for Transformers | [paper] | [code]
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[2023/05/24] Revisiting Parallel Context Windows: A Frustratingly Simple Alternative and Chain-of-Thought Deterioration | [paper] | [code]
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[2023/05/24] Adapting Language Models to Compress Contexts | [paper] | [code]
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[2023/05/23] RET-LLM: Towards a General Read-Write Memory for Large Language Models | [paper] | [code]
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[2023/05/22] RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text | [paper] | [code]
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[2023/05/19] ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings | [paper] | [code]
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[2023/05/17] MemoryBank: Enhancing Large Language Models with Long-Term Memory | [paper] | [code]
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[2023/05/15] Small Models are Valuable Plug-ins for Large Language Models | [paper] | [code]
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[2023/05/02] Unlimiformer: Long-Range Transformers with Unlimited Length Input | [paper] | [code]
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[2023/05/01] Learning to Reason and Memorize with Self-Notes | [paper] | [code]
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[2023/04/27] ChatLog: Recording and Analyzing ChatGPT Across Time | [paper] | [code]
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[2023/04/26] Unleashing Infinite-Length Input Capacity for Large-scale Language Models with Self-Controlled Memory System | [paper] | [code]
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[2023/04/21] Emergent and Predictable Memorization in Large Language Models | [paper] | [code]
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[2023/03/17] CoLT5: Faster Long-Range Transformers with Conditional Computation | [paper] | [code]
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- Game Playing
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[2023/05/31] Recursive Metropolis-Hastings Naming Game: Symbol Emergence in a Multi-agent System based on Probabilistic Generative Models | [paper] | [code]
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[2023/05/26] Playing repeated games with Large Language Models | [paper] | [code]
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[2023/05/25] Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory | [paper] | [code]
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[2023/05/25] Voyager: An Open-Ended Embodied Agent with Large Language Models | [paper] | [code]
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[2023/05/17] Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback | [paper] | [code]
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[2023/05/08] Knowledge-enhanced Agents for Interactive Text Games | [paper] | [code]
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[2023/03/29] Plan4MC: Skill Reinforcement Learning and Planning for Open-World Minecraft Tasks | [paper] | [code]
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