A Unified Generative Framework for Aspect-Based Sentiment Analysis

8 June 2021

Xipeng Qiu

Papers citing "A Unified Generative Framework for Aspect-Based Sentiment Analysis"

27 / 27 papers shown

Title
Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Qingling Li Wushao Wen Jinghui Qin 79 0 0 04 Feb 2025
Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction Xinmeng Hou Lingyue Fu Chenhao Meng Hai Hu Wuqi Wang Hai Hu 75 0 0 29 Nov 2024
Embarrassingly Simple Unsupervised Aspect Based Sentiment Tuple Extraction Kevin Scaria Abyn Scaria Ben Scaria CoGe 31 0 0 21 Apr 2024
Mirror: A Universal Framework for Various Information Extraction Tasks Tong Zhu Junfei Ren Zijian Yu Mengsong Wu Guoliang Zhang Xiaoye Qu Wenliang Chen Zhefeng Wang Baoxing Huai Min Zhang 43 14 0 09 Nov 2023
The Limits of ChatGPT in Extracting Aspect-Category-Opinion-Sentiment Quadruples: A Comparative Analysis Xiancai Xu Jia-Dong Zhang Rongchang Xiao Lei Xiong 28 5 0 10 Oct 2023
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge Tim Schopf Emanuel Gerber Malte Ostendorff Florian Matthes 58 4 0 15 Jul 2023
A Pairing Enhancement Approach for Aspect Sentiment Triplet Extraction Fan Yang Mian Zhang Gongzhen Hu Xiabing Zhou 37 4 0 11 Jun 2023
A Unified One-Step Solution for Aspect Sentiment Quad Prediction Junxian Zhou Haiqin Yang Yuxuan He Hao Mou Junbo Yang 34 11 0 07 Jun 2023
AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis Ru Zhou Wenya Guo Xumeng Liu Shenglong Yu Ying Zhang Xiaojie Yuan 37 22 0 31 May 2023
A Better Choice: Entire-space Datasets for Aspect Sentiment Triplet Extraction Yuncong Li Fang Wang Shengtao Zhong 29 0 0 18 Dec 2022
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition Guimin Hu Ting-En Lin Yi Zhao Guangming Lu Yuchuan Wu Yongbin Li 36 111 0 21 Nov 2022
UnifiedABSA: A Unified ABSA Framework Based on Multi-task Instruction Tuning Zengzhi Wang Rui Xia Jianfei Yu 34 11 0 20 Nov 2022
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 56 70 0 23 Oct 2022
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks Weiwen Xu Xin Li Yang Deng W. Lam Lidong Bing 39 9 0 17 Oct 2022
A Hierarchical Interactive Network for Joint Span-based Aspect-Sentiment Analysis Wei Chen Jinglong Du Zhao Zhang Fuzhen Zhuang Zhongshi He 20 6 0 24 Aug 2022
Pretrained Language Encoders are Natural Tagging Frameworks for Aspect Sentiment Triplet Extraction Yanjie Gou Yinjie Lei Lingqiao Liu Yong Dai Chun-Yen Shen Yongqi Tong ViT 34 0 0 20 Aug 2022
Multi-Domain Targeted Sentiment Analysis Orith Toledo-Ronen Matan Orbach Yoav Katz Noam Slonim 30 7 0 08 May 2022
ETMS@IITKGP at SemEval-2022 Task 10: Structured Sentiment Analysis Using A Generative Approach R. Raghav Adarsh Vemali Rajdeep Mukherjee 24 2 0 01 May 2022
A Contrastive Cross-Channel Data Augmentation Framework for Aspect-based Sentiment Analysis Bing Wang Liang Ding Qihuang Zhong Ximing Li Dacheng Tao 34 32 0 16 Apr 2022
Challenges for Open-domain Targeted Sentiment Analysis Yun Luo Hongjie Cai Linyi Yang Yanxia Qin Rui Xia Yue Zhang 19 13 0 14 Apr 2022
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges Wenxuan Zhang Xin Li Yang Deng Lidong Bing W. Lam 48 242 0 02 Mar 2022
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 83 1,039 0 01 Nov 2021
Explicit Interaction Network for Aspect Sentiment Triplet Extraction Peiyi Wang Tianyu Liu Damai Dai Runxin Xu Baobao Chang Zhifang Sui 25 4 0 21 Jun 2021
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis Yue Mao Yi Shen Chao Yu Longjun Cai 189 205 0 04 Jan 2021
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 246 1,454 0 18 Mar 2020
Transformation Networks for Target-Oriented Sentiment Classification Xin Li Lidong Bing Wai Lam Bei Shi 171 423 0 03 May 2018
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 220 7,930 0 17 Aug 2015