Search Results for author: Huadong Wang

Found 14 papers, 11 papers with code

ProAgent: From Robotic Process Automation to Agentic Process Automation

1 code implementation2 Nov 2023 Yining Ye, Xin Cong, Shizuo Tian, Jiannan Cao, Hao Wang, Yujia Qin, Yaxi Lu, Heyang Yu, Huadong Wang, Yankai Lin, Zhiyuan Liu, Maosong Sun

Empirical experiments are conducted to detail its construction and execution procedure of workflow, showcasing the feasibility of APA, unveiling the possibility of a new paradigm of automation driven by agents.

Decision Making

Exploring Format Consistency for Instruction Tuning

1 code implementation28 Jul 2023 Shihao Liang, Runchu Tian, Kunlun Zhu, Yujia Qin, Huadong Wang, Xin Cong, Zhiyuan Liu, Xiaojiang Liu, Maosong Sun

Instruction tuning has emerged as a promising approach to enhancing large language models in following human instructions.


Won't Get Fooled Again: Answering Questions with False Premises

1 code implementation5 Jul 2023 Shengding Hu, Yifan Luo, Huadong Wang, Xingyi Cheng, Zhiyuan Liu, Maosong Sun

In this paper, we find that the PLMs already possess the knowledge required to rebut such questions, and the key is how to activate the knowledge.

Question Answering

Plug-and-Play Knowledge Injection for Pre-trained Language Models

1 code implementation28 May 2023 Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Huadong Wang, Deming Ye, Chaojun Xiao, Xu Han, Zhiyuan Liu, Peng Li, Maosong Sun, Jie zhou

Experimental results on three knowledge-driven NLP tasks show that existing injection methods are not suitable for the new paradigm, while map-tuning effectively improves the performance of downstream models.

Recyclable Tuning for Continual Pre-training

1 code implementation15 May 2023 Yujia Qin, Cheng Qian, Xu Han, Yankai Lin, Huadong Wang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie zhou

In pilot studies, we find that after continual pre-training, the upgraded PLM remains compatible with the outdated adapted weights to some extent.

Language-Specific Representation of Emotion-Concept Knowledge Causally Supports Emotion Inference

1 code implementation19 Feb 2023 Ming Li, Yusheng Su, Hsiu-Yuan Huang, Jiali Cheng, Xin Hu, Xinmiao Zhang, Huadong Wang, Yujia Qin, Xiaozhi Wang, Kristen A. Lindquist, Zhiyuan Liu, Dan Zhang

Humans no doubt use language to communicate about their emotional experiences, but does language in turn help humans understand emotions, or is language just a vehicle of communication?

Attribute Language Modelling

FPT: Improving Prompt Tuning Efficiency via Progressive Training

1 code implementation13 Nov 2022 Yufei Huang, Yujia Qin, Huadong Wang, Yichun Yin, Maosong Sun, Zhiyuan Liu, Qun Liu

Inspired by these observations, we propose Fast Prompt Tuning (FPT), which starts by conducting PT using a small-scale partial PLM, and then progressively expands its depth and width until the full-model size.

On Transferability of Prompt Tuning for Natural Language Processing

1 code implementation NAACL 2022 Yusheng Su, Xiaozhi Wang, Yujia Qin, Chi-Min Chan, Yankai Lin, Huadong Wang, Kaiyue Wen, Zhiyuan Liu, Peng Li, Juanzi Li, Lei Hou, Maosong Sun, Jie zhou

To explore whether we can improve PT via prompt transfer, we empirically investigate the transferability of soft prompts across different downstream tasks and PLMs in this work.

Natural Language Understanding Transfer Learning

Token-level Dynamic Self-Attention Network for Multi-Passage Reading Comprehension

no code implementations ACL 2019 Yimeng Zhuang, Huadong Wang

Multi-passage reading comprehension requires the ability to combine cross-passage information and reason over multiple passages to infer the answer.

Reading Comprehension

A Novel Large-scale Ordinal Regression Model

no code implementations19 Dec 2018 Yong Shi, Huadong Wang, Xin Shen, Lingfeng Niu

Ordinal regression (OR) is a special multiclass classification problem where an order relation exists among the labels.


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