Search Results for author: Huailiang Peng

Found 4 papers, 1 papers with code

Aspect Is Not You Need: No-aspect Differential Sentiment Framework for Aspect-based Sentiment Analysis

no code implementations NAACL 2022 Jiahao Cao, Rui Liu, Huailiang Peng, Lei Jiang, Xu Bai

Then we propose a differential sentiment loss instead of the cross-entropy loss to better classify the sentiments by distinguishing the different distances between sentiments.

Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +3

Multi-omics Sampling-based Graph Transformer for Synthetic Lethality Prediction

no code implementations17 Oct 2023 Xusheng Zhao, Hao liu, Qiong Dai, Hao Peng, Xu Bai, Huailiang Peng

We showcase the effectiveness of MSGT-SL on real-world SL tasks, demonstrating the empirical benefits gained from the graph transformer and multi-omics data.

Edge Classification

Improving Natural Language Understanding by Reverse Mapping Bytepair Encoding

no code implementations CONLL 2019 Chaodong Tong, Huailiang Peng, Qiong Dai, Lei Jiang, Jianghua Huang

We propose a method called reverse mapping bytepair encoding, which maps named-entity information and other word-level linguistic features back to subwords during the encoding procedure of bytepair encoding (BPE).

Natural Language Understanding RTE +1

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