Search Results for author: Tao Zeng

Found 7 papers, 4 papers with code

ChatASU: Evoking LLM's Reflexion to Truly Understand Aspect Sentiment in Dialogues

no code implementations8 Mar 2024 Yiding Liu, Jingjing Wang, Jiamin Luo, Tao Zeng, Guodong Zhou

Specifically, this TSA treats the ACR task as an auxiliary task to boost the performance of the primary ASU task, and further integrates trusted learning into reflexion mechanisms to alleviate the LLMs-intrinsic factual hallucination problem in TSA.

Hallucination Question Answering

BioNavi-NP: Biosynthesis Navigator for Natural Products

no code implementations26 May 2021 Shuangjia Zheng, Tao Zeng, Chengtao Li, Binghong Chen, Connor W. Coley, Yuedong Yang, Ruibo Wu

Nature, a synthetic master, creates more than 300, 000 natural products (NPs) which are the major constituents of FDA-proved drugs owing to the vast chemical space of NPs.


Transformer-based Conditional Variational Autoencoder for Controllable Story Generation

2 code implementations4 Jan 2021 Le Fang, Tao Zeng, Chaochun Liu, Liefeng Bo, Wen Dong, Changyou Chen

In this paper, we advocate to revive latent variable modeling, essentially the power of representation learning, in the era of Transformers to enhance controllability without hurting state-of-the-art generation effectiveness.

Decoder Representation Learning +1

Outline to Story: Fine-grained Controllable Story Generation from Cascaded Events

1 code implementation4 Jan 2021 Le Fang, Tao Zeng, Chaochun Liu, Liefeng Bo, Wen Dong, Changyou Chen

Our paper is among the first ones by our knowledge to propose a model and to create datasets for the task of "outline to story".

Keyword Extraction Language Modelling +1

Reconstruction of Simulation-Based Physical Field by Reconstruction Neural Network Method

no code implementations19 Apr 2018 Yu Li, Hu Wang, Kangjia Mo, Tao Zeng

In such a framework, a reconstruction neural network (ReConNN) model designed for simulation-based physical field's reconstruction is proposed.

Generative Adversarial Network

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