@incollection{Bengio+chapter2007,
author = {Bengio, Yoshua and LeCun, Yann},
booktitle = {Large Scale Kernel Machines},
publisher = {MIT Press},
title = {Scaling Learning Algorithms Towards {AI}},
year = {2007}
}

@article{Hinton06,
author = {Hinton, Geoffrey E. and Osindero, Simon and Teh, Yee Whye},
journal = {Neural Computation},
pages = {1527--1554},
title = {A Fast Learning Algorithm for Deep Belief Nets},
volume = {18},
year = {2006}
}

@book{goodfellow2016deep,
title={Deep learning},
author={Goodfellow, Ian and Bengio, Yoshua and Courville, Aaron and Bengio, Yoshua},
volume={1},
year={2016},
publisher={MIT Press}
}

@article{zhou2023sotopia,
  title={Sotopia: Interactive evaluation for social intelligence in language agents},
  author={Zhou, Xuhui and Zhu, Hao and Mathur, Leena and Zhang, Ruohong and Yu, Haofei and Qi, Zhengyang and Morency, Louis-Philippe and Bisk, Yonatan and Fried, Daniel and Neubig, Graham and others},
  journal={arXiv preprint arXiv:2310.11667},
  year={2023}
}

@article{liu2024lost,
  title={Lost in the middle: How language models use long contexts},
  author={Liu, Nelson F and Lin, Kevin and Hewitt, John and Paranjape, Ashwin and Bevilacqua, Michele and Petroni, Fabio and Liang, Percy},
  journal={Transactions of the Association for Computational Linguistics},
  volume={12},
  pages={157--173},
  year={2024},
  publisher={MIT Press One Broadway, 12th Floor, Cambridge, Massachusetts 02142, USA~…}
}

@misc{kaddour2023challenges,
      title={Challenges and Applications of Large Language Models}, 
      author={Jean Kaddour and Joshua Harris and Maximilian Mozes and Herbie Bradley and Roberta Raileanu and Robert McHardy},
      year={2023},
      eprint={2307.10169},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@misc{shaham2023zeroscrolls,
      title={ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding}, 
      author={Uri Shaham and Maor Ivgi and Avia Efrat and Jonathan Berant and Omer Levy},
      year={2023},
      eprint={2305.14196},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@article{jacovi2023stop,
  title={Stop uploading test data in plain text: Practical strategies for mitigating data contamination by evaluation benchmarks},
  author={Jacovi, Alon and Caciularu, Avi and Goldman, Omer and Goldberg, Yoav},
  journal={arXiv preprint arXiv:2305.10160},
  year={2023}
}

@misc{li2023loogle,
      title={LooGLE: Can Long-Context Language Models Understand Long Contexts?}, 
      author={Jiaqi Li and Mengmeng Wang and Zilong Zheng and Muhan Zhang},
      year={2023},
      eprint={2311.04939},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@misc{srivastava2024functional,
      title={Functional Benchmarks for Robust Evaluation of Reasoning Performance, and the Reasoning Gap}, 
      author={Saurabh Srivastava and Annarose M B and Anto P V au2 and Shashank Menon and Ajay Sukumar and Adwaith Samod T and Alan Philipose and Stevin Prince and Sooraj Thomas},
      year={2024},
      eprint={2402.19450},
      archivePrefix={arXiv},
      primaryClass={cs.AI}
}

@article{Kambhampati_2024,
   title={Can large language models reason and plan?},
   ISSN={1749-6632},
   url={http://dx.doi.org/10.1111/nyas.15125},
   DOI={10.1111/nyas.15125},
   journal={Annals of the New York Academy of Sciences},
   publisher={Wiley},
   author={Kambhampati, Subbarao},
   year={2024},
   month=mar }

@misc{park2023generative,
      title={Generative Agents: Interactive Simulacra of Human Behavior}, 
      author={Joon Sung Park and Joseph C. O'Brien and Carrie J. Cai and Meredith Ringel Morris and Percy Liang and Michael S. Bernstein},
      year={2023},
      eprint={2304.03442},
      archivePrefix={arXiv},
      primaryClass={cs.HC}
}

@misc{levy2024task,
      title={Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models}, 
      author={Mosh Levy and Alon Jacoby and Yoav Goldberg},
      year={2024},
      eprint={2402.14848},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@misc{bai2023longbench,
      title={LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding}, 
      author={Yushi Bai and Xin Lv and Jiajie Zhang and Hongchang Lyu and Jiankai Tang and Zhidian Huang and Zhengxiao Du and Xiao Liu and Aohan Zeng and Lei Hou and Yuxiao Dong and Jie Tang and Juanzi Li},
      year={2023},
      eprint={2308.14508},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@misc{minaee2024large,
      title={Large Language Models: A Survey}, 
      author={Shervin Minaee and Tomas Mikolov and Narjes Nikzad and Meysam Chenaghlu and Richard Socher and Xavier Amatriain and Jianfeng Gao},
      year={2024},
      eprint={2402.06196},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@misc{touvron2023llama,
      title={LLaMA: Open and Efficient Foundation Language Models}, 
      author={Hugo Touvron and Thibaut Lavril and Gautier Izacard and Xavier Martinet and Marie-Anne Lachaux and Timothée Lacroix and Baptiste Rozière and Naman Goyal and Eric Hambro and Faisal Azhar and Aurelien Rodriguez and Armand Joulin and Edouard Grave and Guillaume Lample},
      year={2023},
      eprint={2302.13971},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@misc{dubey2024llama3herdmodels,
      title={The Llama 3 Herd of Models}, 
      year={2024},
      eprint={2407.21783},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2407.21783}, 
}

@misc{bertsch2023unlimiformer,
      title={Unlimiformer: Long-Range Transformers with Unlimited Length Input}, 
      author={Amanda Bertsch and Uri Alon and Graham Neubig and Matthew R. Gormley},
      year={2023},
      eprint={2305.01625},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@misc{liu2023ring,
      title={Ring Attention with Blockwise Transformers for Near-Infinite Context}, 
      author={Hao Liu and Matei Zaharia and Pieter Abbeel},
      year={2023},
      eprint={2310.01889},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@misc{openai2024gpt4,
      title={GPT-4 Technical Report},
      year={2024},
      eprint={2303.08774},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@misc{brown2020language,
      title={Language Models are Few-Shot Learners}, 
      author={Tom B. Brown and Benjamin Mann and Nick Ryder and Melanie Subbiah and Jared Kaplan and Prafulla Dhariwal and Arvind Neelakantan and Pranav Shyam and Girish Sastry and Amanda Askell and Sandhini Agarwal and Ariel Herbert-Voss and Gretchen Krueger and Tom Henighan and Rewon Child and Aditya Ramesh and Daniel M. Ziegler and Jeffrey Wu and Clemens Winter and Christopher Hesse and Mark Chen and Eric Sigler and Mateusz Litwin and Scott Gray and Benjamin Chess and Jack Clark and Christopher Berner and Sam McCandlish and Alec Radford and Ilya Sutskever and Dario Amodei},
      year={2020},
      eprint={2005.14165},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@misc{geminiteam2023gemini,
      title={Gemini: A Family of Highly Capable Multimodal Models}, 
      year={2023},
      eprint={2312.11805},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@misc{liu2024world,
      title={World Model on Million-Length Video And Language With Blockwise RingAttention}, 
      author={Hao Liu and Wilson Yan and Matei Zaharia and Pieter Abbeel},
      year={2024},
      eprint={2402.08268},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}

@misc{gka23,
title={Needle in a haystack - pressure testing llms.},
author={gkamradt},
year={2023},
url={https://github.com/
gkamradt/LLMTest_NeedleInAHaystack/tree/main}
}

@misc{zhang2024surveymemorymechanismlarge,
      title={A Survey on the Memory Mechanism of Large Language Model based Agents}, 
      author={Zeyu Zhang and Xiaohe Bo and Chen Ma and Rui Li and Xu Chen and Quanyu Dai and Jieming Zhu and Zhenhua Dong and Ji-Rong Wen},
      year={2024},
      eprint={2404.13501},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2404.13501}, 
}

@misc{huang2023memorysandboxtransparentinteractive,
      title={Memory Sandbox: Transparent and Interactive Memory Management for Conversational Agents}, 
      author={Ziheng Huang and Sebastian Gutierrez and Hemanth Kamana and Stephen MacNeil},
      year={2023},
      eprint={2308.01542},
      archivePrefix={arXiv},
      primaryClass={cs.HC},
      url={https://arxiv.org/abs/2308.01542}, 
}

@misc{liu2023thinkinmemoryrecallingpostthinkingenable,
      title={Think-in-Memory: Recalling and Post-thinking Enable LLMs with Long-Term Memory}, 
      author={Lei Liu and Xiaoyan Yang and Yue Shen and Binbin Hu and Zhiqiang Zhang and Jinjie Gu and Guannan Zhang},
      year={2023},
      eprint={2311.08719},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2311.08719}, 
}

@misc{zhong2022morelearningrefinedialogue,
      title={Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation}, 
      author={Hanxun Zhong and Zhicheng Dou and Yutao Zhu and Hongjin Qian and Ji-Rong Wen},
      year={2022},
      eprint={2204.08128},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2204.08128}, 
}

@misc{bae2022updatedmemorymanagementlongterm,
      title={Keep Me Updated! Memory Management in Long-term Conversations}, 
      author={Sanghwan Bae and Donghyun Kwak and Soyoung Kang and Min Young Lee and Sungdong Kim and Yuin Jeong and Hyeri Kim and Sang-Woo Lee and Woomyoung Park and Nako Sung},
      year={2022},
      eprint={2210.08750},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2210.08750}, 
}

@misc{zhu2023ghostminecraftgenerallycapable,
      title={Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory}, 
      author={Xizhou Zhu and Yuntao Chen and Hao Tian and Chenxin Tao and Weijie Su and Chenyu Yang and Gao Huang and Bin Li and Lewei Lu and Xiaogang Wang and Yu Qiao and Zhaoxiang Zhang and Jifeng Dai},
      year={2023},
      eprint={2305.17144},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2305.17144}, 
}

@misc{yu2024defenserageralongcontext,
      title={In Defense of RAG in the Era of Long-Context Language Models}, 
      author={Tan Yu and Anbang Xu and Rama Akkiraju},
      year={2024},
      eprint={2409.01666},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2409.01666}, 
}

@misc{hsieh2024rulerwhatsrealcontext,
      title={RULER: What's the Real Context Size of Your Long-Context Language Models?}, 
      author={Cheng-Ping Hsieh and Simeng Sun and Samuel Kriman and Shantanu Acharya and Dima Rekesh and Fei Jia and Yang Zhang and Boris Ginsburg},
      year={2024},
      eprint={2404.06654},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2404.06654}, 
}

@misc{liu2024memlongmemoryaugmentedretrievallong,
      title={MemLong: Memory-Augmented Retrieval for Long Text Modeling}, 
      author={Weijie Liu and Zecheng Tang and Juntao Li and Kehai Chen and Min Zhang},
      year={2024},
      eprint={2408.16967},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2408.16967}, 
}

@misc{li2024needlebenchllmsretrievalreasoning,
      title={NeedleBench: Can LLMs Do Retrieval and Reasoning in 1 Million Context Window?}, 
      author={Mo Li and Songyang Zhang and Yunxin Liu and Kai Chen},
      year={2024},
      eprint={2407.11963},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2407.11963}, 
}

@misc{li2024longcontextllmsstrugglelong,
      title={Long-context LLMs Struggle with Long In-context Learning}, 
      author={Tianle Li and Ge Zhang and Quy Duc Do and Xiang Yue and Wenhu Chen},
      year={2024},
      eprint={2404.02060},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2404.02060}, 
}

@misc{kuratov2024searchneedles11mhaystack,
      title={In Search of Needles in a 11M Haystack: Recurrent Memory Finds What LLMs Miss}, 
      author={Yuri Kuratov and Aydar Bulatov and Petr Anokhin and Dmitry Sorokin and Artyom Sorokin and Mikhail Burtsev},
      year={2024},
      eprint={2402.10790},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2402.10790}, 
}

@misc{li2024retrievalaugmentedgenerationlongcontext,
      title={Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach}, 
      author={Zhuowan Li and Cheng Li and Mingyang Zhang and Qiaozhu Mei and Michael Bendersky},
      year={2024},
      eprint={2407.16833},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2407.16833}, 
}

@misc{mathur2024advancingsocialintelligenceai,
      title={Advancing Social Intelligence in AI Agents: Technical Challenges and Open Questions}, 
      author={Leena Mathur and Paul Pu Liang and Louis-Philippe Morency},
      year={2024},
      eprint={2404.11023},
      archivePrefix={arXiv},
      primaryClass={cs.HC},
      url={https://arxiv.org/abs/2404.11023}, 
}

@misc{xu2024academicallyintelligentllmsnecessarily,
      title={Academically intelligent LLMs are not necessarily socially intelligent}, 
      author={Ruoxi Xu and Hongyu Lin and Xianpei Han and Le Sun and Yingfei Sun},
      year={2024},
      eprint={2403.06591},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2403.06591}, 
}

@misc{sabour2024emobenchevaluatingemotionalintelligence,
      title={EmoBench: Evaluating the Emotional Intelligence of Large Language Models}, 
      author={Sahand Sabour and Siyang Liu and Zheyuan Zhang and June M. Liu and Jinfeng Zhou and Alvionna S. Sunaryo and Juanzi Li and Tatia M. C. Lee and Rada Mihalcea and Minlie Huang},
      year={2024},
      eprint={2402.12071},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2402.12071}, 
}

@misc{liu2024interintentinvestigatingsocialintelligence,
      title={InterIntent: Investigating Social Intelligence of LLMs via Intention Understanding in an Interactive Game Context}, 
      author={Ziyi Liu and Abhishek Anand and Pei Zhou and Jen-tse Huang and Jieyu Zhao},
      year={2024},
      eprint={2406.12203},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2406.12203}, 
}

@misc{zhang2024llmmastermindsurveystrategic,
      title={LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models}, 
      author={Yadong Zhang and Shaoguang Mao and Tao Ge and Xun Wang and Adrian de Wynter and Yan Xia and Wenshan Wu and Ting Song and Man Lan and Furu Wei},
      year={2024},
      eprint={2404.01230},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2404.01230}, 
}

@misc{li2024quantifyingaipsychologypsychometrics,
      title={Quantifying AI Psychology: A Psychometrics Benchmark for Large Language Models}, 
      author={Yuan Li and Yue Huang and Hongyi Wang and Xiangliang Zhang and James Zou and Lichao Sun},
      year={2024},
      eprint={2406.17675},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2406.17675}, 
}

@misc{chen2024socialbenchsocialityevaluationroleplaying,
      title={SocialBench: Sociality Evaluation of Role-Playing Conversational Agents}, 
      author={Hongzhan Chen and Hehong Chen and Ming Yan and Wenshen Xu and Xing Gao and Weizhou Shen and Xiaojun Quan and Chenliang Li and Ji Zhang and Fei Huang and Jingren Zhou},
      year={2024},
      eprint={2403.13679},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2403.13679}, 
}

@misc{wang2024objectivelybenchmarkingsocialintelligence,
      title={Towards Objectively Benchmarking Social Intelligence for Language Agents at Action Level}, 
      author={Chenxu Wang and Bin Dai and Huaping Liu and Baoyuan Wang},
      year={2024},
      eprint={2404.05337},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2404.05337}, 
}

@misc{dao2022flashattentionfastmemoryefficientexact,
      title={FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness}, 
      author={Tri Dao and Daniel Y. Fu and Stefano Ermon and Atri Rudra and Christopher Ré},
      year={2022},
      eprint={2205.14135},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2205.14135}, 
}

@misc{lou2024sparserfastermoreefficient,
      title={Sparser is Faster and Less is More: Efficient Sparse Attention for Long-Range Transformers}, 
      author={Chao Lou and Zixia Jia and Zilong Zheng and Kewei Tu},
      year={2024},
      eprint={2406.16747},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2406.16747}, 
}

@misc{xiao2024efficientstreaminglanguagemodels,
      title={Efficient Streaming Language Models with Attention Sinks}, 
      author={Guangxuan Xiao and Yuandong Tian and Beidi Chen and Song Han and Mike Lewis},
      year={2024},
      eprint={2309.17453},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2309.17453}, 
}

@misc{liu2024worldmodelmillionlengthvideo,
      title={World Model on Million-Length Video And Language With Blockwise RingAttention}, 
      author={Hao Liu and Wilson Yan and Matei Zaharia and Pieter Abbeel},
      year={2024},
      eprint={2402.08268},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2402.08268}, 
}

@misc{an2023levalinstitutingstandardizedevaluation,
      title={L-Eval: Instituting Standardized Evaluation for Long Context Language Models}, 
      author={Chenxin An and Shansan Gong and Ming Zhong and Xingjian Zhao and Mukai Li and Jun Zhang and Lingpeng Kong and Xipeng Qiu},
      year={2023},
      eprint={2307.11088},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2307.11088}, 
}

@misc{tay2020longrangearenabenchmark,
      title={Long Range Arena: A Benchmark for Efficient Transformers}, 
      author={Yi Tay and Mostafa Dehghani and Samira Abnar and Yikang Shen and Dara Bahri and Philip Pham and Jinfeng Rao and Liu Yang and Sebastian Ruder and Donald Metzler},
      year={2020},
      eprint={2011.04006},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2011.04006}, 
}

@inproceedings{bae-etal-2022-keep,
    title = "Keep Me Updated! Memory Management in Long-term Conversations",
    author = "Bae, Sanghwan  and
      Kwak, Donghyun  and
      Kang, Soyoung  and
      Lee, Min Young  and
      Kim, Sungdong  and
      Jeong, Yuin  and
      Kim, Hyeri  and
      Lee, Sang-Woo  and
      Park, Woomyoung  and
      Sung, Nako",
    editor = "Goldberg, Yoav  and
      Kozareva, Zornitsa  and
      Zhang, Yue",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2022",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2022.findings-emnlp.276",
    doi = "10.18653/v1/2022.findings-emnlp.276",
    pages = "3769--3787",
}

@inproceedings{zhong-etal-2022-less,
    title = "Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation",
    author = "Zhong, Hanxun  and
      Dou, Zhicheng  and
      Zhu, Yutao  and
      Qian, Hongjin  and
      Wen, Ji-Rong",
    editor = "Carpuat, Marine  and
      de Marneffe, Marie-Catherine  and
      Meza Ruiz, Ivan Vladimir",
    booktitle = "Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies",
    month = jul,
    year = "2022",
    address = "Seattle, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2022.naacl-main.426",
    doi = "10.18653/v1/2022.naacl-main.426",
    pages = "5808--5820",
}

@misc{huang2023memorysandboxtransparentinteractive,
      title={Memory Sandbox: Transparent and Interactive Memory Management for Conversational Agents}, 
      author={Ziheng Huang and Sebastian Gutierrez and Hemanth Kamana and Stephen MacNeil},
      year={2023},
      eprint={2308.01542},
      archivePrefix={arXiv},
      primaryClass={cs.HC},
      url={https://arxiv.org/abs/2308.01542}, 
}

@misc{liu2023thinkinmemoryrecallingpostthinkingenable,
      title={Think-in-Memory: Recalling and Post-thinking Enable LLMs with Long-Term Memory}, 
      author={Lei Liu and Xiaoyan Yang and Yue Shen and Binbin Hu and Zhiqiang Zhang and Jinjie Gu and Guannan Zhang},
      year={2023},
      eprint={2311.08719},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2311.08719}, 
}

@misc{zheng2024synapsetrajectoryasexemplarpromptingmemory,
      title={Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control}, 
      author={Longtao Zheng and Rundong Wang and Xinrun Wang and Bo An},
      year={2024},
      eprint={2306.07863},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2306.07863}, 
}

@inproceedings{10.1145/3397271.3401099,
author = {Montazeralghaem, Ali and Zamani, Hamed and Allan, James},
title = {A Reinforcement Learning Framework for Relevance Feedback},
year = {2020},
isbn = {9781450380164},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3397271.3401099},
doi = {10.1145/3397271.3401099},
pages = {59–68},
numpages = {10},
keywords = {relevance feedback model, reinforcement learning, query language model, neural network},
location = {Virtual Event, China},
series = {SIGIR '20}
}

@misc{zhao2023expelllmagentsexperiential,
      title={ExpeL: LLM Agents Are Experiential Learners}, 
      author={Andrew Zhao and Daniel Huang and Quentin Xu and Matthieu Lin and Yong-Jin Liu and Gao Huang},
      year={2023},
      eprint={2308.10144},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2308.10144}, 
}

@Inbook{Holloway2020,
author="Holloway, Rachel
and Morse, Patrick",
editor="Zeigler-Hill, Virgil
and Shackelford, Todd K.",
title="Social Intelligence",
bookTitle="Encyclopedia of Personality and Individual Differences",
year="2020",
publisher="Springer International Publishing",
address="Cham",
pages="5073--5075",
isbn="978-3-319-24612-3",
doi="10.1007/978-3-319-24612-3_1837",
url="https://doi.org/10.1007/978-3-319-24612-3_1837"
}

@article{De_Felice2023-mj,
  title     = "Learning from others is good, with others is better: the role of social interaction in human acquisition of new knowledge",
  author    = "De Felice, Sara and Hamilton, Antonia F de C and Ponari, Marta and Vigliocco, Gabriella",
  journal   = "Philos. Trans. R. Soc. Lond. B Biol. Sci.",
  publisher = "The Royal Society",
  volume    =  378,
  number    =  1870,
  pages     = "20210357",
  month     =  feb,
  year      =  2023,
  keywords  = "ecological neuroscience; hyperscanning; interactive learning; social interaction; social learning; two-person neuroscience",
  language  = "en"
}

@Inbook{German2020,
author="German, Komi T.
and Robbins, Megan L.",
editor="Zeigler-Hill, Virgil
and Shackelford, Todd K.",
title="Social Interaction",
bookTitle="Encyclopedia of Personality and Individual Differences",
year="2020",
publisher="Springer International Publishing",
address="Cham",
pages="5075--5079",
isbn="978-3-319-24612-3",
doi="10.1007/978-3-319-24612-3_1838",
url="https://doi.org/10.1007/978-3-319-24612-3_1838"
}

@inproceedings{pianesi_personality_2008,
author = {Pianesi, Fabio and Mana, Nadia and Cappelletti, Alessandro and Lepri, Bruno and Zancanaro, Massimo},
title = {Multimodal recognition of personality traits in social interactions},
year = {2008},
isbn = {9781605581989},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/1452392.1452404},
doi = {10.1145/1452392.1452404},
pages = {53–60},
numpages = {8},
keywords = {support vector machines, personality modeling, intelligent environments, group interaction},
location = {Chania, Crete, Greece},
series = {ICMI '08}
}

@incollection{REIS1991269,
title = {Studying Social Interaction with the Rochester Interaction Record},
editor = {Mark P. Zanna},
series = {Advances in Experimental Social Psychology},
publisher = {Academic Press},
volume = {24},
pages = {269-318},
year = {1991},
issn = {0065-2601},
doi = {https://doi.org/10.1016/S0065-2601(08)60332-9},
url = {https://www.sciencedirect.com/science/article/pii/S0065260108603329},
author = {Harry T. Reis and Ladd Wheeler},
}

@Book{Turner1988,
author={Turner, Jonathan H.},
title={A Theory of Social Interaction},
year={1988},
month={2024/09/27},
publisher={Stanford University Press},
address={Stanford},
pages={240},
url={http://www.sup.org/books/title/?id=3160}
}

@article{HARI2015181,
title = {Centrality of Social Interaction in Human Brain Function},
journal = {Neuron},
volume = {88},
number = {1},
pages = {181-193},
year = {2015},
issn = {0896-6273},
doi = {https://doi.org/10.1016/j.neuron.2015.09.022},
url = {https://www.sciencedirect.com/science/article/pii/S0896627315007795},
author = {Riitta Hari and Linda Henriksson and Sanna Malinen and Lauri Parkkonen},
abstract = {People are embedded in social interaction that shapes their brains throughout lifetime. Instead of emerging from lower-level cognitive functions, social interaction could be the default mode via which humans communicate with their environment. Should this hypothesis be true, it would have profound implications on how we think about brain functions and how we dissect and simulate them. We suggest that the research on the brain basis of social cognition and interaction should move from passive spectator science to studies including engaged participants and simultaneous recordings from the brains of the interacting persons.}
}

@article{marius_intelligence_2022,
author = {Marius, Titu},
year = {2022},
month = {10},
pages = {39-47},
title = {WHAT IS SOCIAL INTELLIGENCE?},
volume = {5},
journal = {Journal of Social Sciences},
doi = {10.52326/jss.utm.2022.5(3).04}
}

@misc{wang2024sotopiapiinteractivelearningsocially,
      title={SOTOPIA-$\pi$: Interactive Learning of Socially Intelligent Language Agents}, 
      author={Ruiyi Wang and Haofei Yu and Wenxin Zhang and Zhengyang Qi and Maarten Sap and Graham Neubig and Yonatan Bisk and Hao Zhu},
      year={2024},
      eprint={2403.08715},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2403.08715}, 
}

@misc{sap2019socialiqacommonsensereasoningsocial,
      title={SocialIQA: Commonsense Reasoning about Social Interactions}, 
      author={Maarten Sap and Hannah Rashkin and Derek Chen and Ronan LeBras and Yejin Choi},
      year={2019},
      eprint={1904.09728},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/1904.09728}, 
}

@inproceedings{le-etal-2019-revisiting,
    title = "Revisiting the Evaluation of Theory of Mind through Question Answering",
    author = "Le, Matthew  and
      Boureau, Y-Lan  and
      Nickel, Maximilian",
    editor = "Inui, Kentaro  and
      Jiang, Jing  and
      Ng, Vincent  and
      Wan, Xiaojun",
    booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/D19-1598",
    doi = "10.18653/v1/D19-1598",
    pages = "5872--5877",
}

@InProceedings{Zadeh_2019_CVPR,
author = {Zadeh, Amir and Chan, Michael and Liang, Paul Pu and Tong, Edmund and Morency, Louis-Philippe},
title = {Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

@misc{li2024socialintelligencedatainfrastructure,
      title={Social Intelligence Data Infrastructure: Structuring the Present and Navigating the Future}, 
      author={Minzhi Li and Weiyan Shi and Caleb Ziems and Diyi Yang},
      year={2024},
      eprint={2403.14659},
      archivePrefix={arXiv},
      primaryClass={cs.CY},
      url={https://arxiv.org/abs/2403.14659}, 
}

@misc{zhang2024buildingcooperativeembodiedagents,
      title={Building Cooperative Embodied Agents Modularly with Large Language Models}, 
      author={Hongxin Zhang and Weihua Du and Jiaming Shan and Qinhong Zhou and Yilun Du and Joshua B. Tenenbaum and Tianmin Shu and Chuang Gan},
      year={2024},
      eprint={2307.02485},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2307.02485}, 
}

@book{lifelong_ml,
author = {Chen, Zhiyuan and Liu, Bing and Brachman, Ronald and Stone, Peter and Rossi, Francesca},
title = {Lifelong Machine Learning},
year = {2018},
isbn = {1681733021},
publisher = {Morgan \& Claypool Publishers},
edition = {2nd},
}

@misc{deshpande2023anthropomorphizationaiopportunitiesrisks,
      title={Anthropomorphization of AI: Opportunities and Risks}, 
      author={Ameet Deshpande and Tanmay Rajpurohit and Karthik Narasimhan and Ashwin Kalyan},
      year={2023},
      eprint={2305.14784},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2305.14784}, 
}

@misc{shanahan2023roleplaylargelanguagemodels,
      title={Role-Play with Large Language Models}, 
      author={Murray Shanahan and Kyle McDonell and Laria Reynolds},
      year={2023},
      eprint={2305.16367},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2305.16367}, 
}

@inbook{inbook,
author = {Yudkowsky, Eliezer},
year = {2008},
month = {07},
pages = {},
title = {Artificial Intelligence as a positive and negative factor in global risk},
isbn = {9780198570509},
doi = {10.1093/oso/9780198570509.003.0021}
}

@misc{ke2023continuallearningnaturallanguage,
      title={Continual Learning of Natural Language Processing Tasks: A Survey}, 
      author={Zixuan Ke and Bing Liu},
      year={2023},
      eprint={2211.12701},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2211.12701}, 
}

@book{chen2018lifelong,
  author    = {Zhiyuan Chen and Bing Liu},
  title     = {Lifelong Machine Learning, Second Edition},
  publisher = {Springer Cham},
  year      = {2018},
  edition   = {2},
  doi       = {10.1007/978-3-031-01581-6},
  isbn      = {978-3-031-01581-6},
  issn      = {1939-4608},
}