awesome_llm_applications.md

Awesome llm applications

• Awesome llm applications
  • Survey
  • Toolkits
  • Writing
  • WebUI
  • Medical
    • Other
  • Anomaly detection
  • Auto driving
  • Education
    • Other
  • Recommendation
  • Role play
  • Chat bots
    • Other
  • Law
  • Machine Translation
  • Vision
  • Science
  • Finance
  • Data Related
  • Misc
  • Game
  • Products
  • Other
  • Extra reference

Survey

• Large Language Models on Graphs: A Comprehensive Survey, arXiv, 2312.02783, arxiv, pdf, cication: -1

  Bowen Jin, Gang Liu, Chi Han, Meng Jiang, Heng Ji, Jiawei Han

• Challenges and Applications of Large Language Models, arXiv, 2307.10169, arxiv, pdf, cication: 32

  Jean Kaddour, Joshua Harris, Maximilian Mozes, Herbie Bradley, Roberta Raileanu, Robert McHardy · (mp.weixin.qq)

• Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality

Toolkits

• fabric - danielmiessler

  fabric is an open-source framework for augmenting humans using AI.

• autollm - safevideo

  Ship RAG based LLM web apps in seconds.

• TaskingAI - TaskingAI

  The open source platform for AI-native application development.

• pandas-ai - gventuri

  PandasAI is the Python library that integrates Gen AI into pandas, making data analysis conversational

• taipy - Avaiga

  Turns Data and AI algorithms into production-ready web applications in no time.

• deploy - pandora-next

  Pandora Cloud + Pandora Server + Shared Chat + BackendAPI Proxy + Chat2API + Signup Free = PandoraNext. New GPTs(Gizmo) UI, All in one!

• llmware - llmware-ai

  Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

• create_llama_projects - jerryjliu

• LLM-As-Chatbot - deep-diver

  LLM as a Chatbot Service

• mirror - cocktailpeanut

• lobe-chat - lobehub

  🤖 Lobe Chat - an open-source, extensible (Function Calling), high-performance chatbot framework. It supports onekk-click free deployment of your private ChatGPT/LLM web application.

• bisheng - dataelement

  Bisheng is an open LLM devops platform for next generation AI applications.

• kani - zhudotexe

  kani (カニ) is a highly hackable microframework for chat-based language models with tool usage/function calling.

• promptflow - microsoft

  Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

• embedchain - embedchain

  Framework to easily create LLM powered bots over any dataset.

• pandora - zhile-io

  潘多拉，一个让你呼吸顺畅的ChatGPT。Pandora, a ChatGPT client that lets you breathe freely.

• freegpt-webui - ramonvc

  GPT 3.5/4 with a Chat Web UI. No API key required.

• gpt4free - xtekky

  The official gpt4free repository | various collection of powerful language models

• kaguya - ykdojo

  A ChatGPT plugin that allows you to load and edit your local files in a controlled way, as well as run any Python, JavaScript, and bash script.

Writing

• Weaver: Foundation Models for Creative Writing, arXiv, 2401.17268, arxiv, pdf, cication: -1

  Tiannan Wang, Jiamin Chen, Qingrui Jia, Shuai Wang, Ruoyu Fang, Huilin Wang, Zhaowei Gao, Chunzhao Xie, Chuou Xu, Jihong Dai

• PEARL: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers, arXiv, 2311.09180, arxiv, pdf, cication: -1

  Sheshera Mysore, Zhuoran Lu, Mengting Wan, Longqi Yang, Steve Menezes, Tina Baghaee, Emmanuel Barajas Gonzalez, Jennifer Neville, Tara Safavi

• Can large language models provide useful feedback on research papers? A large-scale empirical analysis, arXiv, 2310.01783, arxiv, pdf, cication: -1

  Weixin Liang, Yuhui Zhang, Hancheng Cao, Binglu Wang, Daisy Ding, Xinyu Yang, Kailas Vodrahalli, Siyu He, Daniel Smith, Yian Yin · (llm-scientific-feedback - weixin-liang)

• From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting, arXiv, 2309.04269, arxiv, pdf, cication: 1

  Griffin Adams, Alexander Fabbri, Faisal Ladhak, Eric Lehman, Noémie Elhadad · (jiqizhixin) · (huggingface)

• Teach LLMs to Personalize -- An Approach inspired by Writing Education, arXiv, 2308.07968, arxiv, pdf, cication: -1

  Cheng Li, Mingyang Zhang, Qiaozhu Mei, Yaqing Wang, Spurthi Amba Hombaiah, Yi Liang, Michael Bendersky

• Image-to-Story - fffiloni 🤗

• Ambient Adventures: Teaching ChatGPT on Developing Complex Stories, arXiv, 2308.01734, arxiv, pdf, cication: 3

  Zexin Chen, Eric Zhou, Kenneth Eaton, Xiangyu Peng, Mark Riedl

• Voice commanded essay copilot

• PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model, arXiv, 2306.02531, arxiv, pdf, cication: -1

  Yizhe Zhang, Jiatao Gu, Zhuofeng Wu, Shuangfei Zhai, Josh Susskind, Navdeep Jaitly

WebUI

• ChatGemini - bclswl0827

  ✨ ChatGemini 是一个基于 Google Gemini 的网页客户端，对标 ChatGPT 3.5，操作逻辑同 ChatGPT 3.5 一致，同时支持在聊天中上传图片，应用会自动调用 Gemini-Pro-Vision 模型进行识图。

• LibreChat - danny-avila

  Enhanced ChatGPT Clone: Features OpenAI, GPT-4 Vision, Bing, Anthropic, OpenRouter, Google Gemini, AI model switching, message search, langchain, DALL-E-3, ChatGPT Plugins, OpenAI Functions, Secure Multi-User System, Presets, completely open-source for self-hosting. More features in development

• copilot-gpt4-service - aaamoon

  Convert Github Copilot to ChatGPT, free to use the GPT-4 model

• Awesome-gptlike-shellsite - bleedline

  深入探索精选的套壳站和必备API资源。本文为初学者和经验丰富的运营者提供一站式指南，涵盖常见问题解答和基础攻略，助您迈向套壳站副业成功之路。Dive into a curated selection of shell sites and essential APIs. This article offers a comprehensive guide for both beginners and seasoned operators, covering FAQs and basic strategies to propel you towards success in your shell site side hustle.

• GeminiProChat - babaohuang

  Minimal web UI for GeminiPro.

• make-real-starter - tldraw

  Make it real

• screenshot-to-code - abi

  Drop in a screenshot and convert it to clean HTML/Tailwind/JS code

• ChatGPT-Next-Web - Yidadaa

  A well-designed cross-platform ChatGPT UI (Web / PWA / Linux / Win / MacOS). 一键拥有你自己的跨平台 ChatGPT 应用。

• ChuanhuChatGPT - GaiZhenbiao

  GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI.

• Making a web app generator with open ML models

• chathn - steven-tey

  Chat with Hacker News using natural language. Built with OpenAI Functions and Vercel AI SDK.

• ChatGPT-Midjourney - Licoy

  🎨 一键拥有你自己的 ChatGPT+Midjourney 网页服务 | Own your own ChatGPT+Midjourney web service with one click

Medical

• DrugAssist: A Large Language Model for Molecule Optimization, arXiv, 2401.10334, arxiv, pdf, cication: -1

  Geyan Ye, Xibao Cai, Houtim Lai, Xing Wang, Junhong Huang, Longyue Wang, Wei Liu, Xiangxiang Zeng · (drugassist - blazerye)

• Towards Conversational Diagnostic AI, arXiv, 2401.05654, arxiv, pdf, cication: -1

  Tao Tu, Anil Palepu, Mike Schaekermann, Khaled Saab, Jan Freyberg, Ryutaro Tanno, Amy Wang, Brenna Li, Mohamed Amin, Nenad Tomasev

• Machine Mindset: An MBTI Exploration of Large Language Models, arXiv, 2312.12999, arxiv, pdf, cication: -1

  Jiaxi Cui, Liuzhenghao Lv, Jing Wen, Rongsheng Wang, Jing Tang, YongHong Tian, Li Yuan · (machine-mindset - pku-yuangroup)

• A Foundational Multimodal Vision Language AI Assistant for Human Pathology, arXiv, 2312.07814, arxiv, pdf, cication: -1

  Ming Y. Lu, Bowen Chen, Drew F. K. Williamson, Richard J. Chen, Kenji Ikamura, Georg Gerber, Ivy Liang, Long Phi Le, Tong Ding, Anil V Parwani

• Using Large Language Models to Accelerate Communication for Users with Severe Motor Impairments, arXiv, 2312.01532, arxiv, pdf, cication: -1

  Shanqing Cai, Subhashini Venugopalan, Katie Seaver, Xiang Xiao, Katrin Tomanek, Sri Jalasutram, Meredith Ringel Morris, Shaun Kane, Ajit Narayanan, Robert L. MacDonald

• Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine, arXiv, 2311.16452, arxiv, pdf, cication: -1

  Harsha Nori, Yin Tat Lee, Sheng Zhang, Dean Carignan, Richard Edgar, Nicolo Fusi, Nicholas King, Jonathan Larson, Yuanzhi Li, Weishung Liu

• meditron - epfLLM

  Meditron is a suite of open-source medical Large Language Models (LLMs).

• medagents - gersteinlab

• disc-medllm - fudandisc

  Repository of DISC-MedLLM, it is a comprehensive solution that leverages Large Language Models (LLMs) to provide accurate and truthful medical response in end-to-end conversational healthcare services.

• Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data, arXiv, 2308.02463, arxiv, pdf, cication: -1

  Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie · (jiqizhixin)

• LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day, arXiv, 2306.00890, arxiv, pdf, cication: 34

  Chunyuan Li, Cliff Wong, Sheng Zhang, Naoto Usuyama, Haotian Liu, Jianwei Yang, Tristan Naumann, Hoifung Poon, Jianfeng Gao · (LLaVA-Med - microsoft)

• MultiMed - TeamTonic 🤗

• Exploring the Boundaries of GPT-4 in Radiology, arXiv, 2310.14573, arxiv, pdf, cication: -1

  Qianchu Liu, Stephanie Hyland, Shruthi Bannur, Kenza Bouzid, Daniel C. Castro, Maria Teodora Wetscherek, Robert Tinn, Harshita Sharma, Fernando Pérez-García, Anton Schwaighofer

• Can GPT-4V(ision) Serve Medical Applications? Case Studies on GPT-4V for Multimodal Medical Diagnosis, arXiv, 2310.09909, arxiv, pdf, cication: 5

  Chaoyi Wu, Jiayu Lei, Qiaoyu Zheng, Weike Zhao, Weixiong Lin, Xiaoman Zhang, Xiao Zhou, Ziheng Zhao, Ya Zhang, Yanfeng Wang · (jiqizhixin)

• A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics, arXiv, 2310.05694, arxiv, pdf, cication: 3

  Kai He, Rui Mao, Qika Lin, Yucheng Ruan, Xiang Lan, Mengling Feng, Erik Cambria

• Language models in molecular discovery, arXiv, 2309.16235, arxiv, pdf, cication: -1

  Nikita Janakarajan, Tim Erdmann, Sarath Swaminathan, Teodoro Laino, Jannis Born

• Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts, arXiv, 2309.07430, arxiv, pdf, cication: 1

  Dave Van Veen, Cara Van Uden, Louis Blankemeier, Jean-Benoit Delbrouck, Asad Aali, Christian Bluethgen, Anuj Pareek, Malgorzata Polacin, Eduardo Pontes Reis, Anna Seehofnerova

• DrugChat: Towards Enabling ChatGPT-Like Capabilities on Drug Molecule Graphs, arXiv, 2309.03907, arxiv, pdf, cication: 2

  Youwei Liang, Ruiyi Zhang, Li Zhang, Pengtao Xie

• OpenBioMed - PharMolix

• PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering, arXiv, 2305.10415, arxiv, pdf, cication: 17

  Xiaoman Zhang, Chaoyi Wu, Ziheng Zhao, Weixiong Lin, Ya Zhang, Yanfeng Wang, Weidi Xie · (jiqizhixin)

• Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology, arXiv, 2308.02180, arxiv, pdf, cication: -1

  Cliff Wong, Sheng Zhang, Yu Gu, Christine Moung, Jacob Abel, Naoto Usuyama, Roshanthi Weerasinghe, Brian Piening, Tristan Naumann, Carlo Bifulco

• ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders, arXiv, 2308.01317, arxiv, pdf, cication: 8

  Shawn Xu, Lin Yang, Christopher Kelly, Marcin Sieniek, Timo Kohlberger, Martin Ma, Wei-Hung Weng, Atilla Kiraly, Sahar Kazemzadeh, Zakkai Melamed

• Med-Flamingo: a Multimodal Medical Few-shot Learner, arXiv, 2307.15189, arxiv, pdf, cication: 9

  Michael Moor, Qian Huang, Shirley Wu, Michihiro Yasunaga, Cyril Zakka, Yash Dalmia, Eduardo Pontes Reis, Pranav Rajpurkar, Jure Leskovec

Other

• 首个千亿生物医药ChatGPT来了！清华AIR聂再清：这个行业未来的"Killer APP" | 量子位

Anomaly detection

• Towards Generic Anomaly Detection and Understanding: Large-scale Visual-linguistic Model (GPT-4V) Takes the Lead, arXiv, 2311.02782, arxiv, pdf, cication: -1

  Yunkang Cao, Xiaohao Xu, Chen Sun, Xiaonan Huang, Weiming Shen · (jiqizhixin)

Auto driving

• Self-driving as a case study for AGI

• LMDrive: Closed-Loop End-to-End Driving with Large Language Models, arXiv, 2312.07488, arxiv, pdf, cication: -1

  Hao Shao, Yuxuan Hu, Letian Wang, Steven L. Waslander, Yu Liu, Hongsheng Li · (lmdrive - opendilab)

• Evaluation of Large Language Models for Decision Making in Autonomous Driving, arXiv, 2312.06351, arxiv, pdf, cication: -1

  Kotaro Tanahashi, Yuichi Inoue, Yu Yamaguchi, Hidetatsu Yaginuma, Daiki Shiotsuka, Hiroyuki Shimatani, Kohei Iwamasa, Yoshiaki Inoue, Takafumi Yamaguchi, Koki Igari

• On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving, arXiv, 2311.05332, arxiv, pdf, cication: -1

  Licheng Wen, Xuemeng Yang, Daocheng Fu, Xiaofeng Wang, Pinlong Cai, Xin Li, Tao Ma, Yingxuan Li, Linran Xu, Dengke Shang · (gpt4v-ad-exploration - pjlab-adg)

Education

• Mr.-Ranedeer-AI-Tutor - JushBJJ

  A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.

• gpt_academic - binary-husky

  为ChatGPT/GLM提供实用化交互界面，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm2等本地模型。兼容文心一言, moss, llama2, rwkv, claude2, 通义千问, 书生, 讯飞星火等。

• Mr.-Ranedeer-AI-Tutor - JushBJJ

  A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.

• Exploring the MIT Mathematics and EECS Curriculum Using Large Language Models, arXiv, 2306.08997, arxiv, pdf, cication: 7

  Sarah J. Zhang, Samuel Florin, Ariel N. Lee, Eamon Niknafs, Andrei Marginean, Annie Wang, Keith Tyser, Zad Chin, Yann Hicke, Nikhil Singh

Other

• Paper Brief
• Nature｜LLM正在重塑教育，所有学生都需要学习AI，RAG是解决幻觉的关键
• 大模型将如何重塑教育科技？
• 首个大模型教育产品开箱："最聪明"国产大模型加持的学习机，质变了吗 | 量子位

Text Related

• Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding, arXiv, 2401.04398, arxiv, pdf, cication: -1

  Zilong Wang, Hao Zhang, Chun-Liang Li, Julian Martin Eisenschlos, Vincent Perot, Zifeng Wang, Lesly Miculicich, Yasuhisa Fujii, Jingbo Shang, Chen-Yu Lee

• DocGraphLM: Documental Graph Language Model for Information Extraction, arXiv, 2401.02823, arxiv, pdf, cication: -1

  Dongsheng Wang, Zhiqiang Ma, Armineh Nourbakhsh, Kang Gu, Sameena Shah

• Improving Text Embeddings with Large Language Models, arXiv, 2401.00368, arxiv, pdf, cication: -1

  Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei

• Large Language Models for Generative Information Extraction: A Survey, arXiv, 2312.17617, arxiv, pdf, cication: -1

  Derong Xu, Wei Chen, Wenjun Peng, Chao Zhang, Tong Xu, Xiangyu Zhao, Xian Wu, Yefeng Zheng, Enhong Chen · (awesome-llm4ie-papers - quqxui)

Recommendation

• INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning, arXiv, 2401.06532, arxiv, pdf, cication: -1

  Yutao Zhu, Peitian Zhang, Chenghao Zhang, Yifei Chen, Binyu Xie, Zhicheng Dou, Zheng Liu, Ji-Rong Wen

• Making Large Language Models A Better Foundation For Dense Retrieval, arXiv, 2312.15503, arxiv, pdf, cication: -1

  Chaofan Li, Zheng Liu, Shitao Xiao, Yingxia Shao

• Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models, arXiv, 2312.02969, arxiv, pdf, cication: -1

  Xinyu Zhang, Sebastian Hofstätter, Patrick Lewis, Raphael Tang, Jimmy Lin

• Hiformer: Heterogeneous Feature Interactions Learning with Transformers for Recommender Systems, arXiv, 2311.05884, arxiv, pdf, cication: -1

  Huan Gui, Ruoxi Wang, Ke Yin, Long Jin, Maciej Kula, Taibai Xu, Lichan Hong, Ed H. Chi

• RLMRec - HKUDS

  "RLMRec: Representation Learning with Large Language Models for Recommendation"

• On Generative Agents in Recommendation, arXiv, 2310.10108, arxiv, pdf, cication: -1

  An Zhang, Leheng Sheng, Yuxin Chen, Hao Li, Yang Deng, Xiang Wang, Tat-Seng Chua · (Agent4Rec - LehengTHU)

• LLM-Rec: Personalized Recommendation via Prompting Large Language Models, arXiv, 2307.15780, arxiv, pdf, cication: 3

  Hanjia Lyu, Song Jiang, Hanqing Zeng, Qifan Wang, Si Zhang, Ren Chen, Chris Leung, Jiajie Tang, Yinglong Xia, Jiebo Luo

• Large Language Models are Competitive Near Cold-start Recommenders for Language- and Item-based Preferences, proceedings of the 17th acm conference on recommender systems, 2023, arxiv, pdf, cication: 5

  Scott Sanner, Krisztian Balog, Filip Radlinski, Ben Wedin, Lucas Dixon

• awesome-llm-for-recsys - chiangel

  Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.

• Advances and Challenges in Conversational Recommender Systems: A Survey, arXiv, 2101.09459, arxiv, pdf, cication: -1

  Chongming Gao, Wenqiang Lei, Xiangnan He, Maarten de Rijke, Tat-Seng Chua · (mp.weixin.qq)

Role play

• Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment, arXiv, 2401.12474, arxiv, pdf, cication: -1

  Keming Lu, Bowen Yu, Chang Zhou, Jingren Zhou · (Ditto - OFA-Sys)

• ai-adventure - steamship-core

• RoleCraft-GLM: Advancing Personalized Role-Playing in Large Language Models, arXiv, 2401.09432, arxiv, pdf, cication: -1

  Meiling Tao, Xuechen Liang, Tianyu Shi, Lei Yu, Yiting Xie

• PersonalityChat: Conversation Distillation for Personalized Dialog Modeling with Facts and Traits, arXiv, 2401.07363, arxiv, pdf, cication: -1

  Ehsan Lotfi, Maxime De Bruyn, Jeska Buhmann, Walter Daelemans

• Enhancing the Emotional Generation Capability of Large Language Models via Emotional Chain-of-Thought, arXiv, 2401.06836, arxiv, pdf, cication: -1

  Zaijing Li, Gongwei Chen, Rui Shao, Dongmei Jiang, Liqiang Nie

• From LLM to Conversational Agent: A Memory Enhanced Architecture with Fine-Tuning of Large Language Models, arXiv, 2401.02777, arxiv, pdf, cication: -1

  Na Liu, Liangyu Chen, Xiaoyu Tian, Wei Zou, Kaijiang Chen, Ming Cui

• LARP: Language-Agent Role Play for Open-World Games, arXiv, 2312.17653, arxiv, pdf, cication: -1

  Ming Yan, Ruihao Li, Hao Zhang, Hao Wang, Zhilan Yang, Ji Yan · (miao-ai-lab.github)

• Role play with large language models | Nature

  · (mp.weixin.qq)

• Faithful Persona-based Conversational Dataset Generation with Large Language Models, arXiv, 2312.10007, arxiv, pdf, cication: -1

  Pegah Jandaghi, XiangHai Sheng, Xinyi Bai, Jay Pujara, Hakim Sidahmed

• CharacterGLM: Customizing Chinese Conversational AI Characters with Large Language Models, arXiv, 2311.16832, arxiv, pdf, cication: -1

  Jinfeng Zhou, Zhuang Chen, Dazhen Wan, Bosi Wen, Yi Song, Jifan Yu, Yongkang Huang, Libiao Peng, Jiaming Yang, Xiyao Xiao · (CharacterGLM-6B - thu-coai)

• Does Role-Playing Chatbots Capture the Character Personalities? Assessing Personality Traits for Role-Playing Chatbots, arXiv, 2310.17976, arxiv, pdf, cication: 1

  Xintao Wang, Quan Tu, Yaying Fei, Ziang Leng, Cheng Li · (mp.weixin.qq) · (Chat-Haruhi-Suzumiya - LC1332)

• GRIM: GRaph-based Interactive narrative visualization for gaMes, arXiv, 2311.09213, arxiv, pdf, cication: -1

  Jorge Leandro, Sudha Rao, Michael Xu, Weijia Xu, Nebosja Jojic, Chris Brockett, Bill Dolan

• ChatAnything: Facetime Chat with LLM-Enhanced Personas, arXiv, 2311.06772, arxiv, pdf, cication: -1

  Yilin Zhao, Xinbin Yuan, Shanghua Gao, Zhijie Lin, Qibin Hou, Jiashi Feng, Daquan Zhou · (chatanything.github)

• Character-LLM: A Trainable Agent for Role-Playing, arXiv, 2310.10158, arxiv, pdf, cication: -1

  Yunfan Shao, Linyang Li, Junqi Dai, Xipeng Qiu · (trainable-agents - choosewhatulike)

• zero2story - chansung 🤗

• rolellm-public - interactivenlp-team

  RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models

Chat bots

• HuixiangDou: Overcoming Group Chat Scenarios with LLM-based Technical Assistance, arXiv, 2401.08772, arxiv, pdf, cication: -1

  Huanjun Kong, Songyang Zhang, Kai Chen · (huixiangdou - internlm)

• anything-llm - Mintplex-Labs

  Open-source ChatGPT equivalent experience for both open and close source LLMs, embedders, and vector databases. Supports unlimited documents, threads, and concurrent users and management all in a very clean UI.

• voice-assistant - linyiLYi

  一个简单的 Python 脚本，可以通过语音与本地大语言模型进行对话。

• core - cheshire-cat-ai

  Production ready AI assistant framework

• SillyTavern - SillyTavern

  LLM Frontend for Power Users.

• Chat-Haruhi-Suzumiya - LC1332

  Chat凉宫春日, 由李鲁鲁, 冷子昂等同学开发的模仿二次元对话的聊天机器人。

• OpenDAN-Personal-AI-OS - fiatrete

  OpenDAN is an open source Personal AI OS , which consolidates various AI modules in one place for your personal use.

• PromptAppGPT - mleoking

  A rapid prompt app development framework based on GPT

• chainlit - Chainlit

  Build Python LLM apps in minutes ⚡️

• OpenChat - openchatai

  Run and create custom ChatGPT-like bots with OpenChat, embed and share these bots anywhere, the open-source chatbot console.

• dify - langgenius

  One API for plugins and datasets, one interface for prompt engineering and visual operation, all for creating powerful AI applications.

• lobe-chat - lobehub

  🤖 Lobe Chat - an open-source, extensible (Function Calling), high-performance chatbot framework. It supports one-click free deployment of your private ChatGPT/LLM web application.

• Toxicity in ChatGPT: Analyzing Persona-assigned Language Models, arXiv, 2304.05335, arxiv, pdf, cication: 63

  Ameet Deshpande, Vishvak Murahari, Tanmay Rajpurohit, Ashwin Kalyan, Karthik Narasimhan

• companion-app - a16z-infra

  AI companions with memory: a lightweight stack to create and host your own AI companions

Other

• 小扎发布虚拟聊天AI，竟「1:1复刻」Character.AI？用户吐槽：设定太老土了

Law

• chatlaw - pku-yuangroup

  中文法律大模型

• DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services, arXiv, 2309.11325, arxiv, pdf, cication: 2

  Shengbin Yue, Wei Chen, Siyuan Wang, Bingxuan Li, Chenchen Shen, Shujun Liu, Yuxuan Zhou, Yao Xiao, Song Yun, Xuanjing Huang · (disc-lawllm - fudandisc) · (jiqizhixin)

Machine Translation

• Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages, arXiv, 2401.05811, arxiv, pdf, cication: -1

  Zhuoyuan Mao, Yen Yu

• Dissecting In-Context Learning of Translations in GPTs, arXiv, 2310.15987, arxiv, pdf, cication: -1

  Vikas Raunak, Hany Hassan Awadalla, Arul Menezes

• A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models, arXiv, 2309.11674, arxiv, pdf, cication: 1

  Haoran Xu, Young Jin Kim, Amr Sharaf, Hany Hassan Awadalla

• The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation, arXiv, 2308.07286, arxiv, pdf, cication: 3

  Patrick Fernandes, Daniel Deutsch, Mara Finkelstein, Parker Riley, André F. T. Martins, Graham Neubig, Ankush Garg, Jonathan H. Clark, Markus Freitag, Orhan Firat

Audio

• Rambler: Supporting Writing With Speech via LLM-Assisted Gist Manipulation, arXiv, 2401.10838, arxiv, pdf, cication: -1

  Susan Lin, Jeremy Warner, J. D. Zamfirescu-Pereira, Matthew G. Lee, Sauhard Jain, Michael Xuelin Huang, Piyawat Lertvittayakumjorn, Shanqing Cai, Shumin Zhai, Björn Hartmann

• Large Language Models are Efficient Learners of Noise-Robust Speech Recognition, arXiv, 2401.10446, arxiv, pdf, cication: -1

  Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Ruizhe Li, Chao Zhang, Pin-Yu Chen, EnSiong Chng

• DiarizationLM: Speaker Diarization Post-Processing with Large Language Models, arXiv, 2401.03506, arxiv, pdf, cication: -1

  Quan Wang, Yiling Huang, Guanlong Zhao, Evan Clark, Wei Xia, Hank Liao

Vision

• A Vision Check-up for Language Models, arXiv, 2401.01862, arxiv, pdf, cication: -1

  Pratyusha Sharma, Tamar Rott Shaham, Manel Baradad, Stephanie Fu, Adrian Rodriguez-Munoz, Shivam Duggal, Phillip Isola, Antonio Torralba

• Taiyi-Diffusion-XL: Advancing Bilingual Text-to-Image Generation with Large Vision-Language Model Support, arXiv, 2401.14688, arxiv, pdf, cication: -1

  Xiaojun Wu, Dixiang Zhang, Ruyi Gan, Junyu Lu, Ziwei Wu, Renliang Sun, Jiaxing Zhang, Pingjian Zhang, Yan Song

  • https://huggingface.co/IDEA-CCNL/Taiyi-Stable-Diffusion-XL-3.5B

• DiffusionGPT: LLM-Driven Text-to-Image Generation System, arXiv, 2401.10061, arxiv, pdf, cication: -1

  Jie Qin, Jie Wu, Weifeng Chen, Yuxi Ren, Huixia Li, Hefeng Wu, Xuefeng Xiao, Rui Wang, Shilei Wen

• GPT-4V(ision) is a Human-Aligned Evaluator for Text-to-3D Generation, arXiv, 2401.04092, arxiv, pdf, cication: -1

  Tong Wu, Guandao Yang, Zhibing Li, Kai Zhang, Ziwei Liu, Leonidas Guibas, Dahua Lin, Gordon Wetzstein

• GPT4Point: A Unified Framework for Point-Language Understanding and Generation, arXiv, 2312.02980, arxiv, pdf, cication: -1

  Zhangyang Qi, Ye Fang, Zeyi Sun, Xiaoyang Wu, Tong Wu, Jiaqi Wang, Dahua Lin, Hengshuang Zhao

• GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning, arXiv, 2311.12631, arxiv, pdf, cication: -1

  Jiaxi Lv, Yi Huang, Mingfu Yan, Jiancheng Huang, Jianzhuang Liu, Yifan Liu, Yafei Wen, Xiaoxin Chen, Shifeng Chen

  · (gpt4motion.github) · (GPT4Motion - jiaxilv) · (jiqizhixin)

• MM-VID: Advancing Video Understanding with GPT-4V(ision), arXiv, 2310.19773, arxiv, pdf, cication: 3

  Kevin Lin, Faisal Ahmed, Linjie Li, Chung-Ching Lin, Ehsan Azarnasab, Zhengyuan Yang, Jianfeng Wang, Lin Liang, Zicheng Liu, Yumao Lu · (jiqizhixin) · (multimodal-vid.github)

• LayoutPrompter: Awaken the Design Ability of Large Language Models, arXiv, 2311.06495, arxiv, pdf, cication: -1

  Jiawei Lin, Jiaqi Guo, Shizhao Sun, Zijiang James Yang, Jian-Guang Lou, Dongmei Zhang · (LayoutGeneration - microsoft)

• S3-DST: Structured Open-Domain Dialogue Segmentation and State Tracking in the Era of LLMs, arXiv, 2309.08827, arxiv, pdf, cication: -1

  Sarkar Snigdha Sarathi Das, Chirag Shah, Mengting Wan, Jennifer Neville, Longqi Yang, Reid Andersen, Georg Buscher, Tara Safavi

• layoutnuwa - projectnuwa

• PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization, ICCV, 2023, arxiv, pdf, cication: -1

  Junhyeong Cho, Gilhyun Nam, Sungyeon Kim, Hunmin Yang, Suha Kwak

• SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs, arXiv, 2306.17842, arxiv, pdf, cication: 2

  Lijun Yu, Yong Cheng, Zhiruo Wang, Vivek Kumar, Wolfgang Macherey, Yanping Huang, David A. Ross, Irfan Essa, Yonatan Bisk, Ming-Hsuan Yang

• Generating Images with Multimodal Language Models, arXiv, 2305.17216, arxiv, pdf, cication: 28

  Jing Yu Koh, Daniel Fried, Ruslan Salakhutdinov · (jykoh) · (gill - kohjingyu)

• layoutgpt - weixi-feng

  Official repo for LayoutGPT

Science

• ChemLLM-7B-Chat - AI4Chem 🤗

  · (qbitai)

• Solving olympiad geometry without human demonstrations | Nature

  · (qbitai)

• SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning, arXiv, 2401.07950, arxiv, pdf, cication: -1

  Dan Zhang, Ziniu Hu, Sining Zhoubian, Zhengxiao Du, Kaiyu Yang, Zihan Wang, Yisong Yue, Yuxiao Dong, Jie Tang

• GeoGalactica: A Scientific Large Language Model in Geoscience, arXiv, 2401.00434, arxiv, pdf, cication: -1

  Zhouhan Lin, Cheng Deng, Le Zhou, Tianhang Zhang, Yi Xu, Yutong Xu, Zhongmou He, Yuanyuan Shi, Beiya Dai, Yunchong Song

• Autonomous chemical research with large language models | Nature

  · (mp.weixin.qq)

• MechGPT, a language-based strategy for mechanics and materials modeling that connects knowledge across scales, disciplines and modalities, applied mechanics reviews, 2023, arxiv, pdf, cication: 1

  Markus J. Buehler

  · (jiqizhixin)

• The Impact of Large Language Models on Scientific Discovery: a Preliminary Study using GPT-4, arXiv, 2311.07361, arxiv, pdf, cication: -1

  Microsoft Research AI4Science, Microsoft Azure Quantum

  · (jiqizhixin)

• Large Language Model for Science: A Study on P vs. NP, arXiv, 2309.05689, arxiv, pdf, cication: 2

  Qingxiu Dong, Li Dong, Ke Xu, Guangyan Zhou, Yaru Hao, Zhifang Sui, Furu Wei

• chemcrow-public - ur-whitelab

  Chemcrow

• 快速筛选海量数据，即时做出明智决策，MIT、普林斯顿&卡内基梅隆大学团队利用LLM进行聚变研究 | 机器之心

• 2023年科研领域「 科学ChatGPT」有哪些？LLM for Science有哪些探索...... | 机器之心

Finance

• Can Large Language Models Beat Wall Street? Unveiling the Potential of AI in Stock Selection, arXiv, 2401.03737, arxiv, pdf, cication: -1

  Georgios Fatouros, Konstantinos Metaxas, John Soldatos, Dimosthenis Kyriazis · (mp.weixin.qq) · (marketsense-ai)

• Technical Report: Large Language Models can Strategically Deceive their Users when Put Under Pressure, arXiv, 2311.07590, arxiv, pdf, cication: -1

  Jérémy Scheurer, Mikita Balesni, Marius Hobbhahn

• fingpt - ai4finance-foundation

  Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We'll soon release the trained model.

• FinGLM - MetaGLM

• Data-Centric Financial Large Language Models, arXiv, 2310.17784, arxiv, pdf, cication: -1

  Zhixuan Chu, Huaiyu Guo, Xinyuan Zhou, Yijia Wang, Fei Yu, Hong Chen, Wanqing Xu, Xin Lu, Qing Cui, Longfei Li

• Can GPT models be Financial Analysts? An Evaluation of ChatGPT and GPT-4 on mock CFA Exams, arXiv, 2310.08678, arxiv, pdf, cication: -1

  Ethan Callanan, Amarachi Mbakwe, Antony Papadimitriou, Yulong Pei, Mathieu Sibue, Xiaodan Zhu, Zhiqiang Ma, Xiaomo Liu, Sameena Shah

Data Related

• Improving Text Embeddings with Large Language Models, arXiv, 2401.00368, arxiv, pdf, cication: -1

  Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei

• superduperdb - SuperDuperDB

  🔮 SuperDuperDB: Bring AI to your database: Integrate, train and manage any AI models and APIs directly with your database and your data.

• Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow, arXiv, 2306.07209, arxiv, pdf, cication: 6

  Wenqi Zhang, Yongliang Shen, Weiming Lu, Yueting Zhuang · (data-copilot - zwq2018) · (jiqizhixin)

• DB-GPT - eosphoros-ai

  Revolutionizing Database Interactions with Private LLM Technology

• LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs, arXiv, 2307.10168, arxiv, pdf, cication: 5

  Tongshuang Wu, Haiyi Zhu, Maya Albayrak, Alexis Axon, Amanda Bertsch, Wenxing Deng, Ziqi Ding, Bill Guo, Sireesh Gururaja, Tzu-Sheng Kuo

Misc

• Shai: A large language model for asset management, arXiv, 2312.14203, arxiv, pdf, cication: -1

  Zhongyang Guo, Guanran Jiang, Zhongdan Zhang, Peng Li, Zhefeng Wang, Yinchun Wang

• emoji-translator - gospacedev 🤗

• PoseGPT: Chatting about 3D Human Pose, arXiv, 2311.18836, arxiv, pdf, cication: -1

  Yao Feng, Jing Lin, Sai Kumar Dwivedi, Yu Sun, Priyanka Patel, Michael J. Black · (yfeng95.github)

• ChipNeMo: Domain-Adapted LLMs for Chip Design, arXiv, 2311.00176, arxiv, pdf, cication: -1

  Mingjie Liu, Teodor-Dumitru Ene, Robert Kirby, Chris Cheng, Nathaniel Pinckney, Rongjian Liang, Jonah Alben, Himyanshu Anand, Sanmitra Banerjee, Ismet Bayraktaroglu

• InstructExcel: A Benchmark for Natural Language Instruction in Excel, arXiv, 2310.14495, arxiv, pdf, cication: -1

  Justin Payan, Swaroop Mishra, Mukul Singh, Carina Negreanu, Christian Poelitz, Chitta Baral, Subhro Roy, Rasika Chakravarthy, Benjamin Van Durme, Elnaz Nouri

• SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents, arXiv, 2310.11667, arxiv, pdf, cication: -1

  Xuhui Zhou, Hao Zhu, Leena Mathur, Ruohong Zhang, Haofei Yu, Zhengyang Qi, Louis-Philippe Morency, Yonatan Bisk, Daniel Fried, Graham Neubig

• Table-GPT: Table-tuned GPT for Diverse Table Tasks, arXiv, 2310.09263, arxiv, pdf, cication: -1

  Peng Li, Yeye He, Dror Yashar, Weiwei Cui, Song Ge, Haidong Zhang, Danielle Rifinski Fainman, Dongmei Zhang, Surajit Chaudhuri

• llmtime - ngruver

• Ferret: Refer and Ground Anything Anywhere at Any Granularity, arXiv, 2310.07704, arxiv, pdf, cication: 3

  Haoxuan You, Haotian Zhang, Zhe Gan, Xianzhi Du, Bowen Zhang, Zirui Wang, Liangliang Cao, Shih-Fu Chang, Yinfei Yang · (qbitai)

• MotionLM: Multi-Agent Motion Forecasting as Language Modeling, ICCV, 2023, arxiv, pdf, cication: 2

  Ari Seff, Brian Cera, Dian Chen, Mason Ng, Aurick Zhou, Nigamaa Nayakanti, Khaled S. Refaat, Rami Al-Rfou, Benjamin Sapp

• Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition, arXiv, 2309.15223, arxiv, pdf, cication: 1

  Yu Yu, Chao-Han Huck Yang, Jari Kolehmainen, Prashanth G. Shivakumar, Yile Gu, Sungho Ryu, Roger Ren, Qi Luo, Aditya Gourav, I-Fan Chen

• LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent, arXiv, 2309.12311, arxiv, pdf, cication: 1

  Jianing Yang, Xuweiyi Chen, Shengyi Qian, Nikhil Madaan, Madhavan Iyengar, David F. Fouhey, Joyce Chai

• Adapting Large Language Models via Reading Comprehension, arXiv, 2309.09530, arxiv, pdf, cication: 3

  Daixuan Cheng, Shaohan Huang, Furu Wei

• Large Language Models for Compiler Optimization, arXiv, 2309.07062, arxiv, pdf, cication: 3

  Chris Cummins, Volker Seeker, Dejan Grubisic, Mostafa Elhoushi, Youwei Liang, Baptiste Roziere, Jonas Gehring, Fabian Gloeckle, Kim Hazelwood, Gabriel Synnaeve

• AstroLLaMA: Towards Specialized Foundation Models in Astronomy, arXiv, 2309.06126, arxiv, pdf, cication: -1

  Tuan Dung Nguyen, Yuan-Sen Ting, Ioana Ciucă, Charlie O'Neill, Ze-Chang Sun, Maja Jabłońska, Sandor Kruk, Ernest Perkowski, Jack Miller, Jason Li

• LLMZip: Lossless Text Compression using Large Language Models, arXiv, 2306.04050, arxiv, pdf, cication: 2

  Chandra Shekhara Kaushik Valmeekam, Krishna Narayanan, Dileep Kalathil, Jean-Francois Chamberland, Srinivas Shakkottai

• LangChain 🤝 DemoGPT: New Era for Gen-AI Applications

  · (mp.weixin.qq)

• Language Modeling Is Compression, arXiv, 2309.10668, arxiv, pdf, cication: 7

  Grégoire Delétang, Anian Ruoss, Paul-Ambroise Duquenne, Elliot Catt, Tim Genewein, Christopher Mattern, Jordi Grau-Moya, Li Kevin Wenliang, Matthew Aitchison, Laurent Orseau

• GPT-InvestAR - UditGupta10

  Enhancing Stock Investment Strategies through Annual Report Analysis with Large Language Models

• ChatGPT上线"论文神器"插件！无需关键字即可搜索2亿文章，链接绝对保真 | 量子位

• textbase - cofactoryai

  ✨ Textbase is a simple framework for building AI chatbots. ✨

• aidea - mylxsw

  AIdea 是一款支持 GPT 以及国产大语言模型通义千问、文心一言等，支持 Stable Diffusion 文生图、图生图、 SDXL1.0、超分辨率、图片上色的全能型 APP。

• anomalygpt - casia-iva-lab

  The first LVLM based IAD method!

• GPT-vup - jiran214

  GPT-vup BIliBili | 抖音 | AI | 虚拟主播

• Open challenges in LLM research

• db-gpt - tsinghuadatabasegroup

• AI Is More Creative Than 99% of Humans — on One Metric

  · (mp.weixin.qq)

• Pre-Trained Large Language Models for Industrial Control, arXiv, 2308.03028, arxiv, pdf, cication: 2

  Lei Song, Chuheng Zhang, Li Zhao, Jiang Bian · (jiqizhixin)

• awesome-ai-devtools - jamesmurdza

  Curated list of AI-powered developer tools.

• lisa - dvlab-research

• AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos?, arXiv, 2307.16368, arxiv, pdf, cication: 1

  Qi Zhao, Shijie Wang, Ce Zhang, Changcheng Fu, Minh Quan Do, Nakul Agarwal, Kwonjoon Lee, Chen Sun

• Towards Generalist Biomedical AI, arXiv, 2307.14334, arxiv, pdf, cication: 26

  Tao Tu, Shekoofeh Azizi, Danny Driess, Mike Schaekermann, Mohamed Amin, Pi-Chuan Chang, Andrew Carroll, Chuck Lau, Ryutaro Tanno, Ira Ktena

• TableGPT: Towards Unifying Tables, Nature Language and Commands into One GPT, arXiv, 2307.08674, arxiv, pdf, cication: 1

  Liangyu Zha, Junlin Zhou, Liyao Li, Rui Wang, Qingyi Huang, Saisai Yang, Jing Yuan, Changbao Su, Xiang Li, Aofeng Su

• How to Use AI to Do Stuff: An Opinionated Guide

  · (qbitai)

• PMC-VQA - xiaoman-zhang

  PMC-VQA is a large-scale medical visual question-answering dataset, which contains 227k VQA pairs of 149k images that cover various modalities or diseases. · (jiqizhixin)

• On decoder-only architecture for speech-to-text and large language model integration, arXiv, 2307.03917, arxiv, pdf, cication: 9

  Jian Wu, Yashesh Gaur, Zhuo Chen, Long Zhou, Yimeng Zhu, Tianrui Wang, Jinyu Li, Shujie Liu, Bo Ren, Linquan Liu

• Large Language Models as General Pattern Machines, arXiv, 2307.04721, arxiv, pdf, cication: 21

  Suvir Mirchandani, Fei Xia, Pete Florence, Brian Ichter, Danny Driess, Montserrat Gonzalez Arenas, Kanishka Rao, Dorsa Sadigh, Andy Zeng

• Large Language Models for Supply Chain Optimization, arXiv, 2307.03875, arxiv, pdf, cication: 2

  Beibin Li, Konstantina Mellou, Bo Zhang, Jeevan Pathuri, Ishai Menache

• KokoMind: Can LLMs Understand Social Interactions?

• Open-Source Large Language Models Outperform Crowd Workers and Approach ChatGPT in Text-Annotation Tasks, arXiv, 2307.02179, arxiv, pdf, cication: 5

  Meysam Alizadeh, Maël Kubli, Zeynab Samei, Shirin Dehghani, Juan Diego Bermeo, Maria Korobeynikova, Fabrizio Gilardi

• Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting, arXiv, 2306.17563, arxiv, pdf, cication: 13

  Zhen Qin, Rolf Jagerman, Kai Hui, Honglei Zhuang, Junru Wu, Jiaming Shen, Tianqi Liu, Jialu Liu, Donald Metzler, Xuanhui Wang

• Language models are weak learners, arXiv, 2306.14101, arxiv, pdf, cication: -1

  Hariharan Manikandan, Yiding Jiang, J Zico Kolter

• Opportunities and Risks of LLMs for Scalable Deliberation with Polis, arXiv, 2306.11932, arxiv, pdf, cication: 2

  Christopher T. Small, Ivan Vendrov, Esin Durmus, Hadjar Homaei, Elizabeth Barry, Julien Cornebise, Ted Suzman, Deep Ganguli, Colin Megill

• Introducing Ocean-1: World’s First Contact Center Foundation Model - Cresta

• MotionGPT: Human Motion as a Foreign Language, arXiv, 2306.14795, arxiv, pdf, cication: 14

  Biao Jiang, Xin Chen, Wen Liu, Jingyi Yu, Gang Yu, Tao Chen

• MotionGPT: Finetuned LLMs are General-Purpose Motion Generators, arXiv, 2306.10900, arxiv, pdf, cication: 7

  Yaqi Zhang, Di Huang, Bin Liu, Shixiang Tang, Yan Lu, Lu Chen, Lei Bai, Qi Chu, Nenghai Yu, Wanli Ouyang

• arXiVeri: Automatic table verification with GPT, arXiv, 2306.07968, arxiv, pdf, cication: -1

  Gyungin Shin, Weidi Xie, Samuel Albanie

• GPT-Calls: Enhancing Call Segmentation and Tagging by Generating Synthetic Conversations via Large Language Models, arXiv, 2306.07941, arxiv, pdf, cication: 1

  Itzik Malkiel, Uri Alon, Yakir Yehuda, Shahar Keren, Oren Barkan, Royi Ronen, Noam Koenigstein

Game

• Creating an engaging AI-Powered Game using Unity and Hugging Face 🤗

• Large Language Models Play StarCraft II: Benchmarks and A Chain of Summarization Approach, arXiv, 2312.11865, arxiv, pdf, cication: -1

  Weiyu Ma, Qirui Mi, Xue Yan, Yuqiao Wu, Runji Lin, Haifeng Zhang, Jun Wang · (Large-Language-Models-play-StarCraftII - histmeisah)

• XG推荐 | 如何做好AI游戏？AutoGame团队分享

• 不写一行代码，他用GPT-4、DALL·E 3等手搓了《愤怒的南瓜》！ | 量子位

• GPT-4肆虐「谁是卧底」桌游！交谈逼真，类人属性仍有发展空间

• ChatGPT发力《龙与地下城》剧情设计，帮你一步步上手地下城主 | 机器之心

• 清华大学团队让7个大模型玩起狼人杀并发现新的涌现策略行为

• shezhangbujianle - bigbrother666sh

  借助世界上最大的单体中文NLP大模型，我们做出了一个可以跟人类玩“剧本杀”的AI……

• 1000+AI智能体复活，OpenAI版元宇宙上线？ ChatGPT+VR百分百还原「西部世界」

• AI产生自我意识，「古墓丽影」劳拉觉醒！电子游戏革命来了

Products

• 万字长文：AI陪伴产品的终极解法?
• 灵魂拷问：C.ai的终局是什么？会成为平台么？为何国内没有大竞品？。。。
• 为什么AI陪伴产品都想抄星野？
• WhatLetter
• Glide AI | Build and deploy custom AI-powered apps for your business
• 蚂蚁集团开 “卷” 金融大模型，“四力和一” 解决产业真命题 | 机器之心
• 全球首个大模型Agent产品爆款出场！动动嘴让PC成为打工人
• Synthical: Science, Simplified
• 聆心智能超拟人模型CharacterGLM升级，助力AI实现「走心」突破 | 机器之心
• Cortex
• 顺网科技发布AI引擎"SPICE"以及个人陪伴应用"顺网灵悉" | 量子位

Other

- 大模型badcase修复方案思考

• 大模型落地应用架构的一种模式
• 领域大模型-训练Trick&落地思考

Extra reference

• Awesome-LLMs-in-Graph-tasks - yhLeeee

  A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.