Large language models are not fair evaluators P Wang, L Li, L Chen, Z Cai, D Zhu, B Lin, Y Cao, Q Liu, T Liu, Z Sui arXiv preprint arXiv:2305.17926, 2023 | 383 | 2023 |
MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning BC Haozhe Zhao, Zefan Cai, Shuzheng Si, Xiaojian Ma, Kaikai An, Liang Chen ... ICLR 2024, 2024 | 77* | 2024 |
Towards end-to-end embodied decision making via multi-modal large language model: Explorations with gpt4-vision and beyond L Chen, Y Zhang, S Ren, H Zhao, Z Cai, Y Wang, P Wang, T Liu, B Chang NeurIPS 2023 Foundation Models for Decision Making (FMDM) Workshop, 2023 | 37 | 2023 |
Mmicl: Empowering vision-language model with multi-modal in-context learning H Zhao, Z Cai, S Si, X Ma, K An, L Chen, Z Liu, S Wang, W Han, B Chang arXiv preprint arXiv:2309.07915, 2023 | 37 | 2023 |
PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling Z Cai, Y Zhang, B Gao, T Liu, K Lu, W Xiong, Y Dong, B Chang, J Hu, ... arXiv preprint arXiv:2406.02069, 2024 | 36 | 2024 |
Mmicl: Empowering vision-language model with multi-modal in-context learning BC Haozhe Zhao, Zefan Cai, Shuzheng Si, Xiaojian Ma, Kaikai An, Liang Chen ... ICLR 2024, 2024 | 33* | 2024 |
Human-in-the-loop through chain-of-thought Z Cai, B Chang, W Han arXiv preprint arXiv:2306.07932, 2023 | 21 | 2023 |
Compositional task representations for large language models N Shao*, Z Cai*, C Liao, Y Zheng, Z Yang The Eleventh International Conference on Learning Representations: ICLR 2023, 2023 | 21 | 2023 |
Ml-bench: Large language models leverage open-source libraries for machine learning tasks Y Liu, X Tang, Z Cai, J Lu, Y Zhang, Y Shao, Z Deng, H Hu, Z Yang, K An, ... arXiv e-prints, arXiv: 2311.09835, 2023 | 16* | 2023 |
Omni-math: A universal olympiad level mathematic benchmark for large language models B Gao, F Song, Z Yang, Z Cai, Y Miao, Q Dong, L Li, C Ma, L Chen, R Xu, ... arXiv preprint arXiv:2410.07985, 2024 | 13 | 2024 |
PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain L Chen, Y Zhang, S Ren, H Zhao, Z Cai, Y Wang, P Wang, X Meng, T Liu, ... Association for Computational Linguistics: ACL 2024, 2024 | 10 | 2024 |
Diffcap: Exploring continuous diffusion on image captioning Y He*, Z Cai*, X Gan, B Chang arXiv preprint arXiv:2305.12144, 2023 | 8 | 2023 |
Towards a unified view of preference learning for large language models: A survey B Gao, F Song, Y Miao, Z Cai, Z Yang, L Chen, H Hu, R Xu, Q Dong, ... arXiv preprint arXiv:2409.02795, 2024 | 6 | 2024 |
Llm critics help catch bugs in mathematics: Towards a better mathematical verifier with natural language feedback B Gao, Z Cai, R Xu, P Wang, C Zheng, R Lin, K Lu, J Lin, C Zhou, W Xiao, ... CoRR, 2024 | 6 | 2024 |
SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition S Si*, Z Cai*, S Zeng, G Feng, J Lin, B Chang Association for Computational Linguistics: ACL 2023, 2023 | 6 | 2023 |
VeCAF: Vision-language Collaborative Active Finetuning with Training Objective Awareness R Zhang, Z Cai, H Yang, Z Liu, DA Gudovskiy, T Okuno, Y Nakata, ... ACM Multimedia 2024, 2024 | 4 | 2024 |
Not all heads matter: A head-level KV cache compression method with integrated retrieval and reasoning Y Fu, Z Cai, A Asi, W Xiong, Y Dong, W Xiao arXiv preprint arXiv:2410.19258, 2024 | 3 | 2024 |
A spark of vision-language intelligence: 2-dimensional autoregressive transformer for efficient finegrained image generation L Chen, S Tan, Z Cai, W Xie, H Zhao, Y Zhang, J Lin, J Bai, T Liu, ... arXiv preprint arXiv:2410.01912, 2024 | 3 | 2024 |
Improving Event Definition Following For Zero-Shot Event Detection Z Cai, PN Kung, A Suvarna, MD Ma, H Bansal, B Chang, PJ Brantingham, ... Association for Computational Linguistics: ACL 2024, 2024 | 3 | 2024 |
DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade Z Cai*, X Zheng*, T Liu*, X Wang, H Meng, J Han, G Yuan, B Lin, B Chang, ... The North American Chapter of the Association for Computational Linguistics …, 2023 | 3 | 2023 |