v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Thieves on Sesame Street! Model Extraction of BERT-based APIs Kalpesh Krishna Gaurav Singh Tomar Ankur P. Parikh Nicolas Papernot Mohit Iyyer MIACV MLAU 160 201 0 27 Oct 2019
FineText: Text Classification via Attention-based Language Model Fine-tuning Yunzhe Tao Saurabh Gupta Satyapriya Krishna Xiong Zhou Orchid Majumder Vineet Khare 37 3 0 25 Oct 2019
Confidence Estimation for Black Box Automatic Speech Recognition Systems Using Lattice Recurrent Neural Networks Alexandros Kastanos Anton Ragni Mark Gales 55 14 0 25 Oct 2019
Evaluation of Sentence Representations in Polish Slawomir Dadas Michal Perelkiewicz Rafal Poswiata 184 16 0 25 Oct 2019
DENS: A Dataset for Multi-class Emotion Analysis Chen Cecilia Liu Muhammad Osama Anderson de Andrade AI4CE 75 37 0 25 Oct 2019
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders Andy T. Liu Shu-Wen Yang Po-Han Chi Po-Chun Hsu Hung-yi Lee SSL 165 374 0 25 Oct 2019
Generating a Common Question from Multiple Documents using Multi-source Encoder-Decoder Models W. Cho Yizhe Zhang Sudha Rao Chris Brockett Sungjin Lee 82 7 0 25 Oct 2019
A Unified MRC Framework for Named Entity Recognition Xiaoya Li Jingrong Feng Yuxian Meng Qinghong Han Leilei Gan Jiwei Li 164 640 0 25 Oct 2019
Heterogeneous Graph Learning for Visual Commonsense Reasoning Weijiang Yu Jingwen Zhou Weihao Yu Xiaodan Liang Nong Xiao LRM 79 47 0 25 Oct 2019
QASC: A Dataset for Question Answering via Sentence Composition Tushar Khot Peter Clark Michal Guerquin Peter Alexander Jansen Ashish Sabharwal CoGe 100 330 0 25 Oct 2019
Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations Sangwoo Cho Chen Li Dong Yu H. Foroosh Fei Liu 66 17 0 24 Oct 2019
Predicting In-game Actions from Interviews of NBA Players Nadav Oved Amir Feder Roi Reichart 79 2 0 24 Oct 2019
Domain adversarial learning for emotion recognition Zheng Lian J. Tao Bin Liu Jian Huang 46 7 0 24 Oct 2019
Conversational Emotion Analysis via Attention Mechanisms Zheng Lian J. Tao Bin Liu Jian Huang 58 27 0 24 Oct 2019
Syntax-Enhanced Self-Attention-Based Semantic Role Labeling Yue Zhang Rui Wang Luo Si 60 20 0 24 Oct 2019
Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations Zuyi Bao Rui Huang Chen Li Kenny Q. Zhu 49 4 0 24 Oct 2019
Relation Module for Non-answerable Prediction on Question Answering Kevin Huang Yun Tang Jing-ling Huang Xiaodong He Bowen Zhou 72 6 0 23 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 978 20,462 0 23 Oct 2019
Generative Pre-Training for Speech with Autoregressive Predictive Coding Yu-An Chung James R. Glass SSL 105 174 0 23 Oct 2019
Healthcare NER Models Using Language Model Pretraining A. Tarcar Aashis Tiwari V. Dhaimodker Penjo Rebelo Rahul Desai Dattaraj J. Rao 75 29 0 23 Oct 2019
Improving Transformer-based Speech Recognition Using Unsupervised Pre-training Dongwei Jiang Xiaoning Lei Wubo Li Ne Luo Yuxuan Hu Wei Zou Xiangang Li 91 99 0 22 Oct 2019
IPOD: An Industrial and Professional Occupations Dataset and its Applications to Occupational Data Mining and Analysis Junhua Liu Yung Chuen Ng Kristin L. Wood Kwan Hui Lim 68 6 0 22 Oct 2019
Fine-grained Fact Verification with Kernel Graph Attention Network Zhenghao Liu Chenyan Xiong Maosong Sun Zhiyuan Liu 125 225 0 22 Oct 2019
Composite Neural Network: Theory and Application to PM2.5 Prediction M. Yang Meng Chang Chen PINN 48 9 0 22 Oct 2019
You May Not Need Order in Time Series Forecasting Yunkai Zhang Qiao Jiang Shurui Li Xiaoyong Jin Xueying Ma Xifeng Yan AI4TS 28 3 0 21 Oct 2019
Domain-agnostic Question-Answering with Adversarial Training Seanie Lee Donggyu Kim Jangwon Park OOD 53 72 0 21 Oct 2019
A Neural Entity Coreference Resolution Review Nikolaos Stylianou I. Vlahavas 104 40 0 21 Oct 2019
Diversify Your Datasets: Analyzing Generalization via Controlled Variance in Adversarial Datasets Ohad Rozen Vered Shwartz Roee Aharoni Ido Dagan AAML 95 38 0 21 Oct 2019
Findings of the NLP4IF-2019 Shared Task on Fine-Grained Propaganda Detection Giovanni Da San Martino Alberto Barrón-Cedeño Preslav Nakov 136 82 0 20 Oct 2019
PT-CoDE: Pre-trained Context-Dependent Encoder for Utterance-level Emotion Recognition Wenxiang Jiao Michael R. Lyu Irwin King 39 11 0 20 Oct 2019
Improving Sequence Modeling Ability of Recurrent Neural Networks via Sememes Yujia Qin Fanchao Qi Sicong Ouyang Zhiyuan Liu Cheng Yang Yasheng Wang Qun Liu Maosong Sun 60 5 0 20 Oct 2019
XL-Editor: Post-editing Sentences with XLNet Yong-Siang Shih Wei-Cheng Chang Yiming Yang KELM 82 11 0 19 Oct 2019
Keyphrase Extraction from Scholarly Articles as Sequence Labeling using Contextualized Embeddings Dhruva Sahrawat Debanjan Mahata Mayank Kulkarni Haimin Zhang Rakesh Gosangi Amanda Stent Agniv Sharma Yaman Kumar Singla R. Shah Roger Zimmermann 38 30 0 19 Oct 2019
An Improved Historical Embedding without Alignment Xiaofei Xu Ke Deng Fei Hu Li Li AI4TS 31 0 0 19 Oct 2019
Towards Learning Cross-Modal Perception-Trace Models Achim Rettinger Viktoria Bogdanova Philipp Niemann 14 0 0 18 Oct 2019
Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs Angela Fan Claire Gardent Chloé Braud Antoine Bordes 85 102 0 18 Oct 2019
Model Compression with Two-stage Multi-teacher Knowledge Distillation for Web Question Answering System Ze Yang Linjun Shou Ming Gong Wutao Lin Daxin Jiang 69 94 0 18 Oct 2019
A Mutual Information Maximization Perspective of Language Representation Learning Lingpeng Kong Cyprien de Masson dÁutume Wang Ling Lei Yu Zihang Dai Dani Yogatama SSL 297 167 0 18 Oct 2019
Theoretical Investigation of Composite Neural Network M. Yang Meng Chang Chen PINN 39 3 0 18 Oct 2019
Estimator Vectors: OOV Word Embeddings based on Subword and Context Clue Estimates R. Patel C. Domeniconi 46 5 0 18 Oct 2019
Question Classification with Deep Contextualized Transformer Haozheng Luo Ningwei Liu Charles Feng 88 2 0 17 Oct 2019
Cross-lingual Parsing with Polyglot Training and Multi-treebank Learning: A Faroese Case Study James Barry Joachim Wagner Jennifer Foster 21 5 0 17 Oct 2019
Keyphrase Extraction from Disaster-related Tweets Jishnu Ray Chowdhury Cornelia Caragea Doina Caragea 63 39 0 17 Oct 2019
BIG MOOD: Relating Transformers to Explicit Commonsense Knowledge Jeff Da 34 0 0 17 Oct 2019
Memory-Augmented Recurrent Networks for Dialogue Coherence David Donahue Yuanliang Meng Anna Rumshisky 33 0 0 16 Oct 2019
Evolution of transfer learning in natural language processing Aditya Malte Pratik Ratadiya 63 54 0 16 Oct 2019
A Probabilistic Framework for Learning Domain Specific Hierarchical Word Embeddings Lahari Poddar György Szarvas Lea Frermann 34 0 0 16 Oct 2019
BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance Timo Schick Hinrich Schütze 83 50 0 16 Oct 2019
Analyzing the Forgetting Problem in the Pretrain-Finetuning of Dialogue Response Models Tianxing He Jun Liu Kyunghyun Cho Myle Ott Bing-Quan Liu James R. Glass Fuchun Peng CLL 100 9 0 16 Oct 2019
Context Matters: Recovering Human Semantic Structure from Machine Learning Analysis of Large-Scale Text Corpora M. C. Iordan Tyler Giallanza C. Ellis Nicole M. Beckage Jonathan Cohen 48 10 0 15 Oct 2019