A Multi-level Supervised Contrastive Learning Framework for Low-Resource
Natural Language Inference

A Multi-level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference

31 May 2022

Aiwei Liu

Lijie Wen

Philip S. Yu

Papers citing "A Multi-level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference"

16 / 16 papers shown

Title
Improving Arabic Multi-Label Emotion Classification using Stacked Embeddings and Hybrid Loss Function Nisar Ahmed Muhammad Imran Zaman Nisar Ahmed Muhammad Imran Zaman Li Yanan Hu Hongfei Wang Shiyu Xin Liu 28 0 0 04 Oct 2024
Exploring the Compositional Generalization in Context Dependent Text-to-SQL Parsing Aiwei Liu W. Liu Xuming Hu Shuang Li Fukun Ma Yawen Yang Lijie Wen 21 2 0 29 May 2023
GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks Xuming Hu Aiwei Liu Zeqi Tan Xin Zhang Chenwei Zhang Irwin King Philip S. Yu 42 16 0 26 May 2023
Multimodal Relation Extraction with Cross-Modal Retrieval and Synthesis Xuming Hu Zhijiang Guo Zhiyang Teng I. King Philip S. Yu 17 17 0 25 May 2023
Give Me More Details: Improving Fact-Checking with Latent Retrieval Xuming Hu Guan-Huei Wu Zhijiang Guo Philip S. Yu HILM 35 4 0 25 May 2023
Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual Verbalizer Shuang Li Xuming Hu Aiwei Liu Yawen Yang Fukun Ma Philip S. Yu Lijie Wen 22 4 0 22 May 2023
Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks Xuming Hu Yong-jia Jiang Aiwei Liu Zhongqiang Huang Pengjun Xie Fei Huang Lijie Wen Philip S. Yu 25 13 0 19 Oct 2022
Semantic Enhanced Text-to-SQL Parsing via Iteratively Learning Schema Linking Graph Aiwei Liu Xuming Hu Li Lin Lijie Wen 25 26 0 08 Aug 2022
Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction Xuming Hu Chenwei Zhang Yawen Yang Xiaohe Li Li Lin Lijie Wen Philip S. Yu 51 59 0 14 Sep 2021
Not All Negatives are Equal: Label-Aware Contrastive Loss for Fine-grained Text Classification Varsha Suresh Desmond C. Ong VLM 61 78 0 12 Sep 2021
Pairwise Supervised Contrastive Learning of Sentence Representations Dejiao Zhang Shang-Wen Li Wei Xiao Henghui Zhu Ramesh Nallapati Andrew O. Arnold Bing Xiang SSL 55 50 0 12 Sep 2021
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning Yujia Qin Yankai Lin Ryuichi Takanobu Zhiyuan Liu Peng Li Heng Ji Minlie Huang Maosong Sun Jie Zhou 44 125 0 30 Dec 2020
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 196 286 0 23 Oct 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,587 0 21 Jan 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,950 0 20 Apr 2018
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 216 7,923 0 17 Aug 2015