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"

33 / 33 papers shown

Title
Enhanced Multimodal Aspect-Based Sentiment Analysis by LLM-Generated Rationales Jun Cao Jiyi Li Ziwei Yang Renjie Zhou 143 0 0 20 May 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 116 0 0 29 Nov 2024
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis Yue Mao Yi Shen Chao Yu Longjun Cai 230 208 0 04 Jan 2021
Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning Amir Pouran Ben Veyseh Nasim Nouri Franck Dernoncourt Dejing Dou Thien Huu Nguyen 46 45 0 26 Oct 2020
Position-Aware Tagging for Aspect Sentiment Triplet Extraction Lu Xu Hao Li Wei Lu Lidong Bing 72 252 0 06 Oct 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 795 42,055 0 28 May 2020
Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation Kun Li Chengbo Chen Xiaojun Quan Qing Ling Yan Song 85 98 0 30 Apr 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 359 1,487 0 18 Mar 2020
Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction Zhen Wu Fei Zhao Xinyu Dai Shujian Huang Jiajun Chen 69 80 0 07 Jan 2020
Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis Haiyun Peng Lu Xu Lidong Bing Fei Huang Wei Lu Luo Si 60 381 0 05 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 249 10,829 0 29 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 439 20,181 0 23 Oct 2019
Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision Hongliang Dai Yangqiu Song 50 108 0 07 Jul 2019
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis Ruidan He Wee Sun Lee Hwee Tou Ng Daniel Dahlmeier 43 235 0 17 Jun 2019
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification Minghao Hu Yuxing Peng Zhen Huang Dongsheng Li Yiwei Lv 84 195 0 10 Jun 2019
MASS: Masked Sequence to Sequence Pre-training for Language Generation Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 115 965 0 07 May 2019
A Unified Model for Opinion Target Extraction and Target Sentiment Prediction Xin Li Lidong Bing Piji Li Wai Lam 48 321 0 13 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Aspect Based Sentiment Analysis with Gated Convolutional Networks Wei Xue Tao Li 63 542 0 18 May 2018
Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 65 326 0 11 May 2018
Transformation Networks for Target-Oriented Sentiment Classification Xin Li Lidong Bing Wai Lam Bei Shi 204 425 0 03 May 2018
Aspect Term Extraction with History Attention and Selective Transformation Xin Li Lidong Bing Piji Li Wai Lam Zhimou Yang 59 261 0 02 May 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 214 11,556 0 15 Feb 2018
Learning to Attend via Word-Aspect Associative Fusion for Aspect-based Sentiment Analysis Yi Tay Anh Tuan Luu S. Hui 52 190 0 14 Dec 2017
Interactive Attention Networks for Aspect-Level Sentiment Classification Dehong Ma Sujian Li Xiaodong Zhang Houfeng Wang 55 993 0 04 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 701 131,652 0 12 Jun 2017
Aspect Level Sentiment Classification with Deep Memory Network Duyu Tang Bing Qin Ting Liu 85 898 0 28 May 2016
Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis Wenya Wang Sinno Jialin Pan Daniel Dahlmeier Xiaokui Xiao 70 366 0 22 Mar 2016
Effective LSTMs for Target-Dependent Sentiment Classification Duyu Tang Bing Qin Xiaocheng Feng Ting Liu 71 887 0 03 Dec 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 382 7,964 0 17 Aug 2015
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 121 3,055 0 09 Jun 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 437 20,568 0 10 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,354 0 03 Jun 2014