MGIMN: Multi-Grained Interactive Matching Network for Few-shot Text
Classification

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MGIMN: Multi-Grained Interactive Matching Network for Few-shot Text Classification

11 April 2022

Ji Zhang

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Papers citing "MGIMN: Multi-Grained Interactive Matching Network for Few-shot Text Classification"

18 / 18 papers shown

Title
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 280 3,415 0 18 Apr 2021
Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks Trapit Bansal Rishikesh Jha Tsendsuren Munkhdalai Andrew McCallum SSL VLM 100 88 0 17 Sep 2020
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners Timo Schick Hinrich Schütze 132 976 0 15 Sep 2020
Boosting Few-Shot Learning With Adaptive Margin Loss Aoxue Li Weiran Huang Xu Lan Jiashi Feng Zhenguo Li Liwei Wang 117 194 0 28 May 2020
Learning to Classify Intents and Slot Labels Given a Handful of Examples Jason Krone Yi Zhang Mona T. Diab VLM 75 47 0 22 Apr 2020
MetaMT,a MetaLearning Method Leveraging Multiple Domain Data for Low Resource Machine Translation Rumeng Li Xun Wang Hong-ye Yu 82 39 0 11 Dec 2019
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Stefan Larson Anish Mahendran Joseph Peper Christopher Clarke Andrew Lee ... Jonathan K. Kummerfeld Kevin Leach M. Laurenzano Lingjia Tang Jason Mars 121 532 0 04 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,316 0 27 Aug 2019
Simple and Effective Text Matching with Richer Alignment Features Runqi Yang Jianhai Zhang Xing Gao Feng Ji Haiqing Chen 3DV 64 153 0 01 Aug 2019
Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification Zhiquan Ye Zhenhua Ling 70 135 0 16 Jun 2019
Benchmarking Natural Language Understanding Services for building Conversational Agents Xingkun Liu Arash Eshghi P. Swietojanski Verena Rieser ELM 82 260 0 13 Mar 2019
Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference Yi Tay Anh Tuan Luu S. Hui 102 100 0 30 Dec 2017
Learning to Compare: Relation Network for Few-Shot Learning Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip Torr Timothy M. Hospedales 314 4,054 0 16 Nov 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 833 11,952 0 09 Mar 2017
Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling P. Zhou Zhenyu Qi Suncong Zheng Jiaming Xu Hongyun Bao Bo Xu AI4TS 62 497 0 21 Nov 2016
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 378 7,343 0 13 Jun 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 359 1,375 0 06 Jun 2016
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 644 13,432 0 25 Aug 2014

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