Paradigm Shift in Natural Language Processing

26 September 2021

Tianxiang Sun

Xiangyang Liu

Xipeng Qiu

Xuanjing Huang

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Papers citing "Paradigm Shift in Natural Language Processing"

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Title
Unveiling the frontiers of deep learning: innovations shaping diverse domains Shams Forruque Ahmed Md. Sakib Bin Alam Maliha Kabir Shaila Afrin Sabiha Jannat Rafa Aanushka Mehjabin Amir H. Gandomi AI4CE 42 2 0 06 Sep 2023
Emotion-Cause Pair Extraction as Question Answering Huu-Hiep Nguyen Minh-Tien Nguyen 50 5 0 05 Jan 2023
Sequence Generation with Label Augmentation for Relation Extraction Bo Li Dingyao Yu Wei Ye Jinglei Zhang Shikun Zhang VLM 31 18 0 29 Dec 2022
Mitigating Negative Style Transfer in Hybrid Dialogue System Shimin Li Qinyuan Cheng Linyang Li Xipeng Qiu 30 1 0 14 Dec 2022
FedTune: A Deep Dive into Efficient Federated Fine-Tuning with Pre-trained Transformers Jinyu Chen Wenchao Xu Song Guo Junxiao Wang Jie Zhang Yining Qi FedML 28 32 0 15 Nov 2022
Changes from Classical Statistics to Modern Statistics and Data Science Kai Zhang Shan-Yu Liu M. Xiong 31 0 0 30 Oct 2022
Masked Vision-Language Transformer in Fashion Ge-Peng Ji Mingchen Zhuge D. Gao Deng-Ping Fan Christos Sakaridis Luc Van Gool 21 25 0 27 Oct 2022
Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts Xiangyang Liu Tianxiang Sun Xuanjing Huang Xipeng Qiu VLM 36 27 0 20 Oct 2022
A Kind Introduction to Lexical and Grammatical Aspect, with a Survey of Computational Approaches Annemarie Friedrich Nianwen Xue Alexis Palmer 34 2 0 18 Aug 2022
To Answer or Not to Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning Yunjie Ji Liangyu Chen Chenxiao Dou Baochang Ma Xiangang Li 43 5 0 02 Aug 2022
Multilingual Normalization of Temporal Expressions with Masked Language Models Lukas Lange Jannik Strötgen Heike Adel Dietrich Klakow 32 6 0 20 May 2022
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems Yang Deng Wenxuan Zhang Weiwen Xu Wenqiang Lei Tat-Seng Chua W. Lam LRM 38 60 0 14 Apr 2022
BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model Hongyi Yuan Zheng Yuan Ruyi Gan Jiaxing Zhang Yutao Xie Sheng Yu LM&MA 24 123 0 08 Apr 2022
Constrained Sequence-to-Tree Generation for Hierarchical Text Classification Chao Yu Yi Shen Yue Mao Longjun Cai 23 22 0 02 Apr 2022
EVA2.0: Investigating Open-Domain Chinese Dialogue Systems with Large-Scale Pre-Training Yuxian Gu Jiaxin Wen Hao Sun Yi Song Pei Ke ... Zheng Zhang Jianzhu Yao Lei Liu Xiaoyan Zhu Minlie Huang 21 55 0 17 Mar 2022
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models Ning Ding Yujia Qin Guang Yang Fu Wei Zonghan Yang ... Jianfei Chen Yang Liu Jie Tang Juan Li Maosong Sun 32 196 0 14 Mar 2022
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation Tianxiang Sun Xiangyang Liu Wei-wei Zhu Zhichao Geng Lingling Wu Yilong He Yuan Ni Guotong Xie Xuanjing Huang Xipeng Qiu 31 40 0 03 Mar 2022
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges Wenxuan Zhang Xin Li Yang Deng Lidong Bing W. Lam 41 242 0 02 Mar 2022
Black-Box Tuning for Language-Model-as-a-Service Tianxiang Sun Yunfan Shao Hong Qian Xuanjing Huang Xipeng Qiu VLM 50 256 0 10 Jan 2022
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline Xiangyang Liu Tianxiang Sun Junliang He Jiawen Wu Lingling Wu Xinyu Zhang Hao Jiang Zhao Cao Xuanjing Huang Xipeng Qiu ELM 28 46 0 13 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,848 0 18 Apr 2021
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis Yue Mao Yi Shen Chao Yu Longjun Cai 187 205 0 04 Jan 2021
WARP: Word-level Adversarial ReProgramming Karen Hambardzumyan Hrant Khachatrian Jonathan May AAML 254 342 0 01 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,919 0 31 Dec 2020
Neural Machine Translation with Error Correction Kaitao Song Xu Tan Jianfeng Lu 126 62 0 21 Jul 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 243 1,450 0 18 Mar 2020
Description Based Text Classification with Reinforcement Learning Duo Chai Wei Yu Wu Qinghong Han Fei Wu Jiwei Li VLM 119 66 0 08 Feb 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,588 0 21 Jan 2020
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014