OpenAgents: An Open Platform for Language Agents in the Wild
NLP
Tianbao Xie*, Fan Zhou*, Zhoujun Cheng*, Peng Shi*, Luoxuan Weng*, Yitao Liu*, Toh Jing Hua, Junning Zhao, Qian Liu, Che Liu, Leo Z. Liu, Yiheng Xu, Hongjin Su, Dongchan Shin, Caiming Xiong, and Tao Yu
@article{xie2023openagents,tags={NLP},title={OpenAgents: An Open Platform for Language Agents in the Wild},author={Xie$*$, Tianbao and Zhou$*$, Fan and Cheng$*$, Zhoujun and Shi$*$, Peng and Weng$*$, Luoxuan and Liu$*$, Yitao and Hua, Toh Jing and Zhao, Junning and Liu, Qian and Liu, Che and Liu, Leo Z. and Xu, Yiheng and Su, Hongjin and Shin, Dongchan and Xiong, Caiming and Yu, Tao},year={2024},eprint={2310.10634},archiveprefix={arXiv},primaryclass={cs.CL},journal={Conference on Language Modeling (COLM)},}
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
@article{xie2024osworld,tags={NLP},title={OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments},author={Xie, Tianbao and Zhang, Danyang and Chen, Jixuan and Li, Xiaochuan and Zhao, Siheng and Cao, Ruisheng and Hua, Toh Jing and Cheng, Zhoujun and Shin, Dongchan and Lei, Fangyu and Liu, Yitao and Xu, Yiheng and Zhou, Shuyan and Savarese, Silvio and Xiong, Caiming and Zhong, Victor and Yu, Tao},year={2024},eprint={2404.07972},archiveprefix={arXiv},primaryclass={cs.AI},journal={Thirty-eighth Conference on Neural Information Processing Systems (NeurIPS)},}
CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
NLP
Zirui Wang, Mengzhou Xia, Luxi He, Howard Chen, Yitao Liu, Richard Zhu, Kaiqu Liang, Xindi Wu, Haotian Liu, Sadhika Malladi, Alexis Chevalier, Sanjeev Arora, and Danqi Chen
tags = {NLP},title = {CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs},author = {Wang, Zirui and Xia, Mengzhou and He, Luxi and Chen, Howard and Liu, Yitao and Zhu, Richard and Liang, Kaiqu and Wu, Xindi and Liu, Haotian and Malladi, Sadhika and Chevalier, Alexis and Arora, Sanjeev and Chen, Danqi},year = {2024},eprint = {2406.18521},archiveprefix = {arXiv},primaryclass = {cs.CL},journal = {Thirty-eighth Conference on Neural Information Processing Systems (NeurIPS)},}
Text2Reward: Automated Dense Reward Function Generation for Reinforcement Learning
@article{xie2023text2reward,tags={NLP and RL},specs={<span class="motto">Spotlight</span>},title={Text2Reward: Automated Dense Reward Function Generation for Reinforcement Learning},author={Xie$*$, Tianbao and Zhao$*$, Siheng and Wu, Chen Henry and Liu, Yitao and Luo, Qian and Zhong, Victor and Yang, Yanchao and Yu, Tao},year={2024},eprint={2309.11489},archiveprefix={arXiv},primaryclass={cs.LG},journal={International Conference on Learning Representations (ICLR)},}
Lemur: Harmonizing Natural Language and Code for Language Agents
NLP
Yiheng Xu*, Hongjin Su*, Chen Xing*, Boyu Mi, Qian Liu, Weijia Shi, Binyuan Hui, Fan Zhou, Yitao Liu, Tianbao Xie, Zhoujun Cheng, Siheng Zhao, Lingpeng Kong, Bailing Wang, Caiming Xiong, and Tao Yu
International Conference on Learning Representations (ICLR), 2024
@article{xu2023lemur,tags={NLP},title={Lemur: Harmonizing Natural Language and Code for Language Agents},specs={<span class="motto">Spotlight</span>},author={Xu$*$, Yiheng and Su$*$, Hongjin and Xing$*$, Chen and Mi, Boyu and Liu, Qian and Shi, Weijia and Hui, Binyuan and Zhou, Fan and Liu, Yitao and Xie, Tianbao and Cheng, Zhoujun and Zhao, Siheng and Kong, Lingpeng and Wang, Bailing and Xiong, Caiming and Yu, Tao},year={2024},eprint={2310.06830},archiveprefix={arXiv},primaryclass={cs.CL},journal={International Conference on Learning Representations (ICLR)},}
