Year Conf. Topic Cited Paper Authors Url
2019 ACL # optim-adam, reg-dropout, train-transfer, train-active, arch-rnn, arch-lstm, arch-gru, arch-att, pre-glove, task-seq2seq, meta-init 5 Domain Adaptive Dialog Generation via Meta Learning Kun Qian, Zhou Yu https://www.aclweb.org/anthology/P19-1253.pdf
2019 ACL # optim-sgd, optim-adam, optim-projection, train-transfer, arch-lstm, arch-bilstm, arch-att, arch-selfatt, arch-subword, pre-word2vec, pre-fasttext, pre-bert, struct-crf, task-textclass, task-seqlab, task-lm, task-seq2seq, meta-init 1 Few-Shot Representation Learning for Out-Of-Vocabulary Words Ziniu Hu, Ting Chen, Kai-Wei Chang, Yizhou Sun https://www.aclweb.org/anthology/P19-1402.pdf
2019 ACL # optim-adam, arch-rnn, arch-lstm, arch-gnn, arch-subword, pre-glove, task-seq2seq, meta-init 0 Embedding Imputation with Grounded Language Information Ziyi Yang, Chenguang Zhu, Vin Sachidananda, Eric Darve https://www.aclweb.org/anthology/P19-1326.pdf
2019 ACL # optim-sgd, optim-adam, arch-memo, arch-transformer, pre-bert, task-textclass, task-textpair, task-seq2seq, task-tree, meta-init 3 Personalizing Dialogue Agents via Meta-Learning Andrea Madotto, Zhaojiang Lin, Chien-Sheng Wu, Pascale Fung https://www.aclweb.org/anthology/P19-1542.pdf
2019 EMNLP # optim-adam, train-augment, pool-max, pool-mean, arch-cnn, arch-att, arch-selfatt, arch-memo, latent-vae, task-textclass, meta-init 0 Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion Zihao Wang, Kwunping Lai, Piji Li, Lidong Bing, Wai Lam https://www.aclweb.org/anthology/D19-1024.pdf
2019 EMNLP # reg-dropout, arch-lstm, nondif-reinforce, task-seq2seq, meta-init 0 Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations Xin Lv, Yuxian Gu, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu https://www.aclweb.org/anthology/D19-1334.pdf
2019 EMNLP # optim-adam, train-mtl, train-mll, train-transfer, arch-att, arch-coverage, arch-transformer, pre-skipthought, pre-bert, task-textclass, task-textpair, task-lm, task-seq2seq, meta-init 0 Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks Zi-Yi Dou, Keyi Yu, Antonios Anastasopoulos https://www.aclweb.org/anthology/D19-1112.pdf
2019 EMNLP # optim-adam, reg-stopping, arch-lstm, meta-init, meta-optim 3 Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs Mingyang Chen, Wen Zhang, Wei Zhang, Qiang Chen, Huajun Chen https://www.aclweb.org/anthology/D19-1431.pdf