Zhen Wang

According to our database, Zhen Wang authored at least 20 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Decentralized Arena: Towards Democratic and Scalable Automatic Evaluation of Language Models.

Yanbin Yin, Kun Zhou, Zhen Wang, Zhaoxiang Zhang, Yifei Shao, Shibo Hao, Yi Gu, Jieyuan Liu, Somanshu Singla, Tianyang Liu, Eric P. Xing, Zhengzhong Liu, Haojian Jin, Zhiting Hu

CoRR, May, 2025

Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts.

Junmo Kang, Leonid Karlinsky, Hongyin Luo, Zhen Wang, Jacob A. Hansen, James R. Glass, David Daniel Cox, Rameswar Panda, Rogério Feris, Alan Ritter

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

LLM Reasoners: New Evaluation, Library, and Analysis of Step-by-Step Reasoning with Large Language Models.

Shibo Hao, Yi Gu, Haotian Luo, Tianyang Liu, Xiyan Shao, Xinyuan Wang, Shuhua Xie, Haodi Ma, Adithya Samavedhi, Qiyue Gao, Zhen Wang, Zhiting Hu

CoRR, 2024

PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization.

Xinyuan Wang, Chenxi Li, Zhen Wang, Fan Bai, Haotian Luo, Jiayou Zhang, Nebojsa Jojic, Eric P. Xing, Zhiting Hu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models.

Somanshu Singla, Zhen Wang, Tianyang Liu, Abdullah Ashfaq, Zhiting Hu, Eric P. Xing

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

GPT is becoming a Turing machine: Here are some ways to program it.

Ana Jojic, Zhen Wang, Nebojsa Jojic

CoRR, 2023

Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System.

Lingbo Mo, Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Sunit Singh, Samuel Stevens, Chang-You Tai, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun

Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023

ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings.

Shibo Hao, Tianyang Liu, Zhen Wang, Zhiting Hu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning.

Zhen Wang, Rameswar Panda, Leonid Karlinsky, Rogério Feris, Huan Sun, Yoon Kim

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Reasoning with Language Model is Planning with World Model.

Shibo Hao, Yi Gu, Haodi Ma, Joshua Jiahua Hong, Zhen Wang, Daisy Zhe Wang, Zhiting Hu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Entity Tracking via Effective Use of Multi-Task Learning Model and Mention-guided Decoding.

Janvijay Singh, Fan Bai, Zhen Wang

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

ThinkSum: Probabilistic reasoning over sets using large language models.

Batu Ozturkler, Nikolay Malkin, Zhen Wang, Nebojsa Jojic

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Frustratingly Simple Entity Tracking with Effective Use of Multi-Task Learning Models.

Janvijay Singh, Fan Bai, Zhen Wang

CoRR, 2022

Bootstrapping a User-Centered Task-Oriented Dialogue System.

Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Lingbo Mo, Samuel Stevens, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun

CoRR, 2022

Coherence boosting: When your pretrained language model is not paying enough attention.

Nikolay Malkin, Zhen Wang, Nebojsa Jojic

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Boosting coherence of language models.

Nikolay Malkin, Zhen Wang, Nebojsa Jojic

CoRR, 2021

Modeling Context Pair Interaction for Pairwise Tasks on Graphs.

Zhen Wang, Bo Zong, Huan Sun

Proceedings of the WSDM '21, 2021

2020

Graph embedding on biomedical networks: methods, applications and evaluations.

Xiang Yue, Zhen Wang, Jingong Huang, Srinivasan Parthasarathy, Soheil Moosavinasab, Yungui Huang, Simon M. Lin, Wen Zhang, Ping Zhang, Huan Sun

Bioinform., 2020

Rationalizing Medical Relation Prediction from Corpus-level Statistics.

Zhen Wang, Jennifer Lee, Simon M. Lin, Huan Sun

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

SurfCon: Synonym Discovery on Privacy-Aware Clinical Data.

Zhen Wang, Xiang Yue, Soheil Moosavinasab, Yungui Huang, Simon M. Lin, Huan Sun

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019