v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
S2ORC: The Semantic Scholar Open Research Corpus Kyle Lo Lucy Lu Wang Mark Neumann Rodney Michael Kinney Daniel S. Weld OffRL AI4CE 95 10 0 07 Nov 2019
Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs Houyu Zhang Zhenghao Liu Chenyan Xiong Zhiyuan Liu 139 149 0 07 Nov 2019
Open Domain Web Keyphrase Extraction Beyond Language Modeling Lee Xiong Chuan Hu Chenyan Xiong Daniel Fernando Campos Arnold Overwijk 52 62 0 06 Nov 2019
Towards Domain Adaptation from Limited Data for Question Answering Using Deep Neural Networks Timothy J. Hazen Shehzaad Dhuliawala Daniel Boies OOD 68 19 0 06 Nov 2019
Unsupervised Domain Adaptation of Contextual Embeddings for Low-Resource Duplicate Question Detection Alexandre Rochette Yadollah Yaghoobzadeh Timothy J. Hazen 46 10 0 06 Nov 2019
Word Embedding Algorithms as Generalized Low Rank Models and their Canonical Form Kian Kenyon-Dean 70 3 0 06 Nov 2019
SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge Pei Ke Haozhe Ji Siyang Liu Xiaoyan Zhu Minlie Huang 75 7 0 06 Nov 2019
Hierarchical Contextualized Representation for Named Entity Recognition Ying Luo Fengshun Xiao Zhao Hai 116 129 0 06 Nov 2019
CoKE: Contextualized Knowledge Graph Embedding Quan Wang Pingping Huang Haifeng Wang Songtai Dai Wenbin Jiang Jing Liu Yajuan Lyu Yong Zhu Hua Wu 129 87 0 06 Nov 2019
Seq2Emo for Multi-label Emotion Classification Based on Latent Variable Chains Transformation Chenyang Huang Amine Trabelsi Xuebin Qin Nawshad Farruque Osmar R. Zaïane 68 16 0 06 Nov 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 239 6,627 0 05 Nov 2019
MML: Maximal Multiverse Learning for Robust Fine-Tuning of Language Models Itzik Malkiel Lior Wolf 31 2 0 05 Nov 2019
Deepening Hidden Representations from Pre-trained Language Models Junjie Yang Hai Zhao 33 10 0 05 Nov 2019
Coreference Resolution as Query-based Span Prediction Wei Wu Fei Wang Arianna Yuan Leilei Gan Jiwei Li LRM 111 180 0 05 Nov 2019
Incremental Sense Weight Training for the Interpretation of Contextualized Word Embeddings Xinyi Jiang Zhengzhe Yang Jinho Choi 37 0 0 05 Nov 2019
embComp: Visual Interactive Comparison of Vector Embeddings Florian Heimerl Christoph Kralj Torsten Moller Michael Gleicher 83 37 0 05 Nov 2019
BAS: An Answer Selection Method Using BERT Language Model Jamshid Mozafari A. Fatemi M. Nematbakhsh 62 17 0 04 Nov 2019
Assessing Social and Intersectional Biases in Contextualized Word Representations Y. Tan Elisa Celis FaML 119 230 0 04 Nov 2019
Predictive Engagement: An Efficient Metric For Automatic Evaluation of Open-Domain Dialogue Systems Sarik Ghazarian R. Weischedel Aram Galstyan Nanyun Peng 83 56 0 04 Nov 2019
Metric Learning for Dynamic Text Classification Jeremy Wohlwend Ethan R. Elenberg S. Altschul Shawn Henry Tao Lei 63 11 0 04 Nov 2019
MRNN: A Multi-Resolution Neural Network with Duplex Attention for Document Retrieval in the Context of Question Answering Tolgahan Cakaloglu Xiaowei Xu 97 2 0 03 Nov 2019
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations Shizhe Diao Jiaxin Bai Yan Song Tong Zhang Yonggang Wang AI4CE 70 136 0 02 Nov 2019
How to Pre-Train Your Model? Comparison of Different Pre-Training Models for Biomedical Question Answering S. Kamath Brigitte Grau Yue Ma AI4MH 36 7 0 02 Nov 2019
Sentence-Level BERT and Multi-Task Learning of Age and Gender in Social Media Muhammad Abdul-Mageed Chiyu Zhang Arun Rajendran AbdelRahim Elmadany Michael Przystupa L. Ungar 29 9 0 02 Nov 2019
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang Siqi Sun Michel Galley Yen-Chun Chen Chris Brockett Xiang Gao Jianfeng Gao Jingjing Liu W. Dolan VLM 250 1,529 0 01 Nov 2019
BERT Goes to Law School: Quantifying the Competitive Advantage of Access to Large Legal Corpora in Contract Understanding Emad Elwany David A. Moore Gaurav Oberoi AILaw ELM 76 34 0 01 Nov 2019
Multimodal Video-based Apparent Personality Recognition Using Long Short-Term Memory and Convolutional Neural Networks Süleyman Aslan U. Güdükbay CVBM 58 19 0 01 Nov 2019
CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data Guillaume Wenzek Marie-Anne Lachaux Alexis Conneau Vishrav Chaudhary Francisco Guzmán Armand Joulin Edouard Grave 129 658 0 01 Nov 2019
DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames Erik Wijmans Abhishek Kadian Ari S. Morcos Stefan Lee Irfan Essa Devi Parikh Manolis Savva Dhruv Batra 114 485 0 01 Nov 2019
On the Linguistic Representational Power of Neural Machine Translation Models Yonatan Belinkov Nadir Durrani Fahim Dalvi Hassan Sajjad James R. Glass MILM 109 72 0 01 Nov 2019
Kernelized Bayesian Softmax for Text Generation Ning Miao Hao Zhou Chengqi Zhao Wenxian Shi Lei Li 48 3 0 01 Nov 2019
When Choosing Plausible Alternatives, Clever Hans can be Clever Pride Kavumba Naoya Inoue Benjamin Heinzerling Keshav Singh Paul Reisert Kentaro Inui 44 53 0 01 Nov 2019
Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks Yiping Song Zequn Liu Wei Bi Rui Yan Ming Zhang 59 35 0 31 Oct 2019
LIMIT-BERT : Linguistic Informed Multi-Task BERT Junru Zhou Zhuosheng Zhang Hai Zhao Shuailiang Zhang 106 37 0 31 Oct 2019
A neural document language modeling framework for spoken document retrieval Li-Phen Yen Zheng-Yu Wu Kuan-Yu Chen 3DGS 44 0 0 31 Oct 2019
Harnessing the linguistic signal to predict scalar inferences Sebastian Schuster Yuxing Chen Judith Degen 103 34 0 31 Oct 2019
A Neural Topic-Attention Model for Medical Term Abbreviation Disambiguation Irene Li Michihiro Yasunaga Muhammed Yavuz Nuzumlali C. Caraballo S. Mahajan H. Krumholz Dragomir R. Radev 51 28 0 30 Oct 2019
Phenotyping of Clinical Notes with Improved Document Classification Models Using Contextualized Neural Language Models Andriy Mulyar Elliot Schumacher Masoud Rouhizadeh Mark Dredze 80 39 0 30 Oct 2019
Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation Risto Vuorio Shao-Hua Sun Hexiang Hu Joseph J. Lim 101 218 0 30 Oct 2019
Ordered Memory Songlin Yang Shawn Tan Seyedarian Hosseini Zhouhan Lin Alessandro Sordoni Aaron Courville 81 23 0 29 Oct 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 270 10,934 0 29 Oct 2019
Weakly-Supervised Deep Learning for Domain Invariant Sentiment Classification Pratik Kayal M. Singh Pawan Goyal 98 4 0 29 Oct 2019
Sentence Embeddings for Russian NLU Dmitry Popov Alexander Pugachev Polina Svyatokum Elizaveta Svitanko Ekaterina Artemova 54 1 0 29 Oct 2019
Understand customer reviews with less data and in short time: pretrained language representation and active learning Yanwei Cui Xavier Illy VLM 31 1 0 29 Oct 2019
Learning Rich Image Region Representation for Visual Question Answering Bei Liu Zhicheng Huang Zhaoyang Zeng Zheyu Chen Jianlong Fu 63 9 0 29 Oct 2019
DEPA: Self-Supervised Audio Embedding for Depression Detection Pingyue Zhang Mengyue Wu Heinrich Dinkel Kai Yu 67 57 0 29 Oct 2019
A Simple but Effective BERT Model for Dialog State Tracking on Resource-Limited Systems T. Lai Quan Hung Tran Trung Bui Daisuke Kihara 43 29 0 28 Oct 2019
Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher HILM 173 748 0 28 Oct 2019
A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media Marzieh Mozafari R. Farahbakhsh Noel Crespi 105 355 0 28 Oct 2019
What does BERT Learn from Multiple-Choice Reading Comprehension Datasets? Chenglei Si Shuohang Wang Min-Yen Kan Jing Jiang 88 53 0 28 Oct 2019