v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Denoising based Sequence-to-Sequence Pre-training for Text Generation Liang Wang Wei Zhao Ruoyu Jia Sujian Li Jingming Liu VLM AI4CE 86 37 0 22 Aug 2019
A Realistic Face-to-Face Conversation System based on Deep Neural Networks Zezhou Chen Zhaoxiang Liu Huan Hu Jinqiang Bai Kai Wang Fuyuan Shi Kai Wang CVBM GAN 55 12 0 21 Aug 2019
Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text Kui Xue Yangming Zhou Zhiyuan Ma Tong Ruan Huanhuan Zhang Ping He 87 92 0 21 Aug 2019
Latent Relation Language Models Hiroaki Hayashi Zecong Hu Chenyan Xiong Graham Neubig KELM 77 43 0 21 Aug 2019
Improving Neural Machine Translation with Pre-trained Representation Rongxiang Weng Heng Yu Shujian Huang Weihua Luo Jiajun Chen 67 6 0 21 Aug 2019
Learning document embeddings along with their uncertainties Santosh Kesiraju Oldrich Plchot L. Burget S. Gangashetty UQCV BDL 37 14 0 20 Aug 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers Hao Hao Tan Joey Tianyi Zhou VLM MLLM 254 2,499 0 20 Aug 2019
Evaluating Contextualized Embeddings on 54 Languages in POS Tagging, Lemmatization and Dependency Parsing Milan Straka Jana Straková Jan Hajic 91 51 0 20 Aug 2019
Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing -- A Tale of Two Parsers Revisited Artur Kulmizev Miryam de Lhoneux Johannes Gontrum Elena Fano Joakim Nivre 91 56 0 20 Aug 2019
A Neural Virtual Anchor Synthesizer based on Seq2Seq and GAN Models Ning Wang Zhaoxiang Liu Zezhou Chen Huan Hu Kai Wang CVBM 61 9 0 20 Aug 2019
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge Luyao Huang Chi Sun Xipeng Qiu Xuanjing Huang 79 244 0 20 Aug 2019
Discriminative Topic Mining via Category-Name Guided Text Embedding Yu Meng Jiaxin Huang Guangyuan Wang Zihan Wang Chao Zhang Yu Zhang Jiawei Han 86 75 0 20 Aug 2019
Universal Adversarial Triggers for Attacking and Analyzing NLP Eric Wallace Shi Feng Nikhil Kandpal Matt Gardner Sameer Singh AAML SILM 124 879 0 20 Aug 2019
Encoder-Agnostic Adaptation for Conditional Language Generation Zachary M. Ziegler Luke Melas-Kyriazi Sebastian Gehrmann Alexander M. Rush AI4CE 100 57 0 19 Aug 2019
UDPipe at SIGMORPHON 2019: Contextualized Embeddings, Regularization with Morphological Categories, Corpora Merging Milan Straka Jana Straková Jan Hajic 55 29 0 19 Aug 2019
Neural Architectures for Nested NER through Linearization Jana Straková Milan Straka Jan Hajic 63 248 0 19 Aug 2019
Align, Mask and Select: A Simple Method for Incorporating Commonsense Knowledge into Language Representation Models Zhiquan Ye Qian Chen Wen Wang Zhenhua Ling 96 68 0 19 Aug 2019
Question Answering based Clinical Text Structuring Using Pre-trained Language Model Jiahui Qiu Yangming Zhou Zhiyuan Ma Tong Ruan Jinlin Liu Jing Sun 64 4 0 19 Aug 2019
PrivFT: Private and Fast Text Classification with Homomorphic Encryption Ahmad Al Badawi Louie Hoang Chan Fook Mun Kim Laine Khin Mi Mi Aung 57 80 0 19 Aug 2019
TDAM: a Topic-Dependent Attention Model for Sentiment Analysis Gabriele Pergola Lin Gui Yulan He 68 58 0 18 Aug 2019
Concurrent Parsing of Constituency and Dependency Junru Zhou Shuailiang Zhang Hai Zhao GNN 45 0 0 18 Aug 2019
Language Features Matter: Effective Language Representations for Vision-Language Tasks Andrea Burns Reuben Tan Kate Saenko Stan Sclaroff Bryan A. Plummer VLM 58 27 0 17 Aug 2019
Learning Conceptual-Contextual Embeddings for Medical Text Xiao Zhang Dejing Dou Ji Wu BDL 65 17 0 16 Aug 2019
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text Koustuv Sinha Shagun Sodhani Jin Dong Joelle Pineau William L. Hamilton 91 211 0 16 Aug 2019
Shallow Domain Adaptive Embeddings for Sentiment Analysis P. Sarma Yingyu Liang W. Sethares AI4CE 51 8 0 16 Aug 2019
Transductive Auxiliary Task Self-Training for Neural Multi-Task Models Johannes Bjerva Katharina Kann Isabelle Augenstein 31 1 0 16 Aug 2019
CFO: A Framework for Building Production NLP Systems Rishav Chakravarti Cezar Pendus Andrzej Sakrajda Anthony Ferritto Lin Pan ... Vittorio Castelli J. William Murdock Radu Florian Salim Roukos Avirup Sil 82 10 0 16 Aug 2019
Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training Gen Li Nan Duan Yuejian Fang Ming Gong Daxin Jiang Ming Zhou SSL VLM MLLM 309 907 0 16 Aug 2019
Few-shot Text Classification with Distributional Signatures Yujia Bao Menghua Wu Shiyu Chang Regina Barzilay 94 169 0 16 Aug 2019
Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning Zhijiang Guo Yan Zhang Zhiyang Teng Wei Lu GNN 90 131 0 16 Aug 2019
Few-Shot Dialogue Generation Without Annotated Data: A Transfer Learning Approach Igor Shalyminov Sungjin Lee Arash Eshghi Oliver Lemon OffRL 45 23 0 16 Aug 2019
Named Entity Recognition for Nepali Language Oyesh Mann Singh Ankur Padia A. Joshi 64 16 0 16 Aug 2019
Integrating Multimodal Information in Large Pretrained Transformers Wasifur Rahman M. Hasan Sangwu Lee Amir Zadeh Chengfeng Mao Louis-Philippe Morency Ehsan Hoque 67 29 0 15 Aug 2019
Abductive Commonsense Reasoning Chandra Bhagavatula Ronan Le Bras Chaitanya Malaviya Keisuke Sakaguchi Ari Holtzman Hannah Rashkin Doug Downey Scott Yih Yejin Choi ReLM LRM 145 464 0 15 Aug 2019
SenseBERT: Driving Some Sense into BERT Yoav Levine Barak Lenz Or Dagan Ori Ram Dan Padnos Or Sharir Shai Shalev-Shwartz Amnon Shashua Y. Shoham SSL 108 187 0 15 Aug 2019
Visualizing and Understanding the Effectiveness of BERT Y. Hao Li Dong Furu Wei Ke Xu 159 186 0 15 Aug 2019
Feature-Less End-to-End Nested Term Extraction Yuze Gao Yu Yuan 35 15 0 15 Aug 2019
Towards Making the Most of BERT in Neural Machine Translation Jiacheng Yang Mingxuan Wang Hao Zhou Chengqi Zhao Yong Yu Weinan Zhang Lei Li CLL 87 158 0 15 Aug 2019
Multi-Task Self-Supervised Learning for Disfluency Detection Shaolei Wang Wanxiang Che Qi Liu Pengda Qin Ting Liu William Yang Wang SSL 76 56 0 15 Aug 2019
Raw-to-End Name Entity Recognition in Social Media Liyuan Liu Zihan Wang Jingbo Shang Dandong Yin Heng Ji Xiang Ren Shaowen Wang Jiawei Han 17 3 0 14 Aug 2019
Towards Debiasing Fact Verification Models Tal Schuster Darsh J. Shah Yun Jie Serene Yeo Daniel Filizzola Enrico Santus Regina Barzilay 121 212 0 14 Aug 2019
Debiasing Personal Identities in Toxicity Classification Apik Zorian Chandra Shekar Bikkanur 25 2 0 14 Aug 2019
Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding Oren Barkan Noam Razin Itzik Malkiel Ori Katz Avi Caciularu Noam Koenigstein FedML 78 37 0 14 Aug 2019
On-Device Text Representations Robust To Misspellings via Projections Chinnadhurai Sankar Sujith Ravi Zornitsa Kozareva 24 2 0 14 Aug 2019
SG-Net: Syntax-Guided Machine Reading Comprehension Zhuosheng Zhang Yuwei Wu Junru Zhou Sufeng Duan Hai Zhao Rui Wang 98 188 0 14 Aug 2019
FlexNER: A Flexible LSTM-CNN Stack Framework for Named Entity Recognition Hongyin Zhu Wenpeng Hu Yi Zeng 35 5 0 14 Aug 2019
Entity-aware ELMo: Learning Contextual Entity Representation for Entity Disambiguation Hamed Shahbazi Xiaoli Z. Fern Reza Ghaeini Rasha Obeidat Prasad Tadepalli 109 21 0 14 Aug 2019
Establishing Strong Baselines for the New Decade: Sequence Tagging, Syntactic and Semantic Parsing with BERT Han He Jinho Choi 3DV 84 51 0 14 Aug 2019
Reasoning-Driven Question-Answering for Natural Language Understanding Daniel Khashabi LRM 57 11 0 14 Aug 2019
An Effective Domain Adaptive Post-Training Method for BERT in Response Selection Taesun Whang Dongyub Lee Chanhee Lee Kisu Yang Dongsuk Oh Heuiseok Lim 78 26 0 13 Aug 2019