v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Self-attention-based BiGRU and capsule network for named entity recognition Jianfeng Deng Lianglun Cheng Zhuowei Wang 52 10 0 30 Jan 2020
Don't Parse, Generate! A Sequence to Sequence Architecture for Task-Oriented Semantic Parsing Subendhu Rongali Luca Soldaini Emilio Monti Wael Hamza 101 94 0 30 Jan 2020
Are Pre-trained Language Models Aware of Phrases? Simple but Strong Baselines for Grammar Induction Taeuk Kim Jihun Choi Daniel Edmiston Sang-goo Lee 70 90 0 30 Jan 2020
Learning Robust and Multilingual Speech Representations Kazuya Kawakami Luyu Wang Chris Dyer Phil Blunsom Aaron van den Oord SSL 99 100 0 29 Jan 2020
Joint Contextual Modeling for ASR Correction and Language Understanding Yue Weng Sai Sumanth Miryala Chandra Khatri Runze Wang H. Zheng ... Mahdi Namazifar Alexandros Papangelis Hugh Williams Franziska Bell Gokhan Tur 96 51 0 28 Jan 2020
Unsupervised Pre-training of Bidirectional Speech Encoders via Masked Reconstruction Weiran Wang Qingming Tang Karen Livescu SSL 91 98 0 28 Jan 2020
PEL-BERT: A Joint Model for Protocol Entity Linking Shoubin Li Wenzao Cui Yujiang Liu Xuran Ming Jun Hu Yuanzhe Hu Qing Wang 13 1 0 28 Jan 2020
Graph Neighborhood Attentive Pooling Zekarias T. Kefato Sarunas Girdzijauskas GNN 55 6 0 28 Jan 2020
A Deep Neural Framework for Contextual Affect Detection Kumar Shikhar Deep Asif Ekbal P. Bhattacharyya 85 2 0 28 Jan 2020
Retrospective Reader for Machine Reading Comprehension Zhuosheng Zhang Junjie Yang Hai Zhao RALM 109 227 0 27 Jan 2020
DUMA: Reading Comprehension with Transposition Thinking Pengfei Zhu Hai Zhao Xiaoguang Li AI4CE 100 35 0 26 Jan 2020
ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation Dongling Xiao Han Zhang Yukun Li Yu Sun Hao Tian Hua Wu Haifeng Wang 85 127 0 26 Jan 2020
Generating Representative Headlines for News Stories Xiaotao Gu Yuning Mao Jiawei Han Jialu Liu Hongkun Yu You Wu Cong Yu Daniel Finnie Jiaqi Zhai Nicholas Zukoski 114 70 0 26 Jan 2020
BERT's output layer recognizes all hidden layers? Some Intriguing Phenomena and a simple way to boost BERT Wei-Tsung Kao Tsung-Han Wu Po-Han Chi Chun-Cheng Hsieh Hung-yi Lee SSL 46 5 0 25 Jan 2020
Generation-Distillation for Efficient Natural Language Understanding in Low-Data Settings Luke Melas-Kyriazi George Han Celine Liang 52 12 0 25 Jan 2020
MT-BioNER: Multi-task Learning for Biomedical Named Entity Recognition using Deep Bidirectional Transformers Muhammad Raza Khan Morteza Ziyadi M. Abdelhady MedIm 59 44 0 24 Jan 2020
Reducing Non-Normative Text Generation from Language Models Xiangyu Peng Siyan Li Spencer Frazier Mark O. Riedl 67 8 0 23 Jan 2020
A Study of the Tasks and Models in Machine Reading Comprehension Chao Wang LRM 69 1 0 23 Jan 2020
Multilingual Denoising Pre-training for Neural Machine Translation Yinhan Liu Jiatao Gu Naman Goyal Xian Li Sergey Edunov Marjan Ghazvininejad M. Lewis Luke Zettlemoyer AI4CE AIMat 165 1,820 0 22 Jan 2020
Contextualized Embeddings in Named-Entity Recognition: An Empirical Study on Generalization Bruno Taillé Vincent Guigue Patrick Gallinari 91 26 0 22 Jan 2020
ManyModalQA: Modality Disambiguation and QA over Diverse Inputs Darryl Hannan Akshay Jain Joey Tianyi Zhou AAML 99 60 0 22 Jan 2020
Generating Sense Embeddings for Syntactic and Semantic Analogy for Portuguese Jéssica Rodrigues da Silva Helena de Medeiros Caseli 16 2 0 21 Jan 2020
Multi-level Head-wise Match and Aggregation in Transformer for Textual Sequence Matching Shuohang Wang Yunshi Lan Yi Tay Jing Jiang Jingjing Liu ViT 77 7 0 20 Jan 2020
Capturing Evolution in Word Usage: Just Add More Clusters? Matej Martinc Syrielle Montariol Elaine Zosa Lidia Pivovarova 111 47 0 18 Jan 2020
A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings G. R. Claramunt Rodrigo Agerri German Rigau 75 7 0 17 Jan 2020
RobBERT: a Dutch RoBERTa-based Language Model Pieter Delobelle Thomas Winters Bettina Berendt 92 240 0 17 Jan 2020
Enhancing lexical-based approach with external knowledge for Vietnamese multiple-choice machine reading comprehension Kiet Van Nguyen Khiem Vinh Tran Son T. Luu A. Nguyen Ngan Luu-Thuy Nguyen 77 5 0 16 Jan 2020
Multimodal Story Generation on Plural Images Jing Jiang DiffM 18 0 0 16 Jan 2020
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation Jian Guan Fei Huang Zhihao Zhao Xiaoyan Zhu Minlie Huang LRM SyDa 101 251 0 15 Jan 2020
Humpty Dumpty: Controlling Word Meanings via Corpus Poisoning R. Schuster Tal Schuster Yoav Meri Vitaly Shmatikov AAML 73 39 0 14 Jan 2020
Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 113 114 0 13 Jan 2020
Visually Guided Self Supervised Learning of Speech Representations Abhinav Shukla Konstantinos Vougioukas Pingchuan Ma Stavros Petridis Maja Pantic SSL 80 25 0 13 Jan 2020
AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search Daoyuan Chen Yaliang Li Minghui Qiu Zhen Wang Bofang Li Bolin Ding Hongbo Deng Jun Huang Wei Lin Jingren Zhou MQ 105 104 0 13 Jan 2020
ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training Weizhen Qi Yu Yan Yeyun Gong Dayiheng Liu Nan Duan Jiusheng Chen Ruofei Zhang Ming Zhou AI4TS 165 450 0 13 Jan 2020
Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study Jinlan Fu Pengfei Liu Qi Zhang Xuanjing Huang AI4CE 76 75 0 12 Jan 2020
Exploring and Improving Robustness of Multi Task Deep Neural Networks via Domain Agnostic Defenses Kashyap Coimbatore Murali AAML OOD 34 0 0 11 Jan 2020
Learning Cross-Context Entity Representations from Text Jeffrey Ling Nicholas FitzGerald Zifei Shan Livio Baldini Soares Thibault Févry David J. Weiss Tom Kwiatkowski 77 32 0 11 Jan 2020
Multiplex Word Embeddings for Selectional Preference Acquisition Hongming Zhang Jiaxin Bai Yan Song Kun Xu Changlong Yu Yangqiu Song Wilfred Ng Dong Yu 42 17 0 09 Jan 2020
LTP: A New Active Learning Strategy for CRF-Based Named Entity Recognition Mingyi Liu Zhiying Tu Tong Zhang Xiaofei Xu Zhongjie Wang 92 33 0 08 Jan 2020
A Neural Approach to Discourse Relation Signal Detection Amir Zeldes Yang Liu 50 6 0 08 Jan 2020
Text Complexity Classification Based on Linguistic Information: Application to Intelligent Tutoring of ESL M. Kurdi 56 9 0 07 Jan 2020
Social Media Attributions in the Context of Water Crisis Rupak Sarkar Hirak Sarkar Sayantan Mahinder Ashiqur R. KhudaBukhsh 36 10 0 06 Jan 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 133 86 0 06 Jan 2020
On Identifying Hashtags in Disaster Twitter Data Jishnu Ray Chowdhury Cornelia Caragea Doina Caragea 37 23 0 05 Jan 2020
Computationally Efficient NER Taggers with Combined Embeddings and Constrained Decoding Brian Lester Daniel Pressel Amy Hemmeter Sagnik Ray Choudhury 64 3 0 05 Jan 2020
Adapting Deep Learning for Sentiment Classification of Code-Switched Informal Short Text M. Shakeel Asim Karim 29 11 0 04 Jan 2020
TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising Ziyi Yang Chenguang Zhu R. Gmyr Michael Zeng Xuedong Huang Eric Darve 106 61 0 03 Jan 2020
Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering Lei Shi Shijie Geng Kai Shuang Chiori Hori Songxiang Liu Peng Gao Sen Su 93 11 0 03 Jan 2020
What Does My QA Model Know? Devising Controlled Probes using Expert Knowledge Kyle Richardson Ashish Sabharwal 83 46 0 31 Dec 2019
oLMpics -- On what Language Model Pre-training Captures Alon Talmor Yanai Elazar Yoav Goldberg Jonathan Berant LRM 109 304 0 31 Dec 2019