v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Classification from Pairwise Similarities/Dissimilarities and Unlabeled Data via Empirical Risk Minimization Takuya Shimada Han Bao Issei Sato Masashi Sugiyama 60 42 0 26 Apr 2019
One-Shot Learning for Text-to-SQL Generation Dongjun Lee Jaesik Yoon Jongyun Song Sang-gil Lee Sungroh Yoon LMTD 71 13 0 26 Apr 2019
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension Najoung Kim Roma Patel Adam Poliak Alex Jinpeng Wang Patrick Xia ... Alexis Ross Tal Linzen Benjamin Van Durme Samuel R. Bowman Ellie Pavlick 80 107 0 25 Apr 2019
Listening between the Lines: Learning Personal Attributes from Conversations Anna Tigunova Andrew Yates Paramita Mirza Gerhard Weikum 50 43 0 24 Apr 2019
Semantic Drift in Multilingual Representations Lisa Beinborn Rochelle Choenni 64 27 0 24 Apr 2019
Generating Token-Level Explanations for Natural Language Inference James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal LRM 93 57 0 24 Apr 2019
Context-Aware Zero-Shot Learning for Object Recognition Éloi Zablocki Patrick Bordes Benjamin Piwowarski Laure Soulier Patrick Gallinari VLM 60 29 0 24 Apr 2019
Who Blames Whom in a Crisis? Detecting Blame Ties from News Articles Using Neural Networks Shuailong Liang Olivia Nicol Yue Zhang FAtt 54 5 0 24 Apr 2019
Better Automatic Evaluation of Open-Domain Dialogue Systems with Contextualized Embeddings Sarik Ghazarian Johnny Tian-Zheng Wei Aram Galstyan Nanyun Peng 58 90 0 24 Apr 2019
Fine-Grained Named Entity Recognition using ELMo and Wikidata Cihan Dogan Aimore Dutra Adam Gara Alfredo Gemma Lei Shi Michael Sigamani Ella Walters 60 15 0 23 Apr 2019
Exploring Unsupervised Pretraining and Sentence Structure Modelling for Winograd Schema Challenge Yu-Ping Ruan Xiao-Dan Zhu Zhenhua Ling Zhan Shi Quan Liu Si Wei 58 16 0 22 Apr 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 601 5,892 0 21 Apr 2019
Model Compression with Multi-Task Knowledge Distillation for Web-scale Question Answering System Ze Yang Linjun Shou Ming Gong Wutao Lin Daxin Jiang KELM 74 20 0 21 Apr 2019
Good-Enough Compositional Data Augmentation Jacob Andreas 107 234 0 21 Apr 2019
NeuronBlocks: Building Your NLP DNN Models Like Playing Lego Ming Gong Linjun Shou Wutao Lin Zhijie Sang Quanjia Yan Ze Yang Feixiang Cheng Daxin Jiang 46 5 0 21 Apr 2019
Few-Shot NLG with Pre-Trained Language Model Zhiyu Zoey Chen H. Eavani Wenhu Chen Yinyin Liu William Yang Wang LMTD 105 142 0 21 Apr 2019
Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings Haozhou Wang James Henderson Paola Merlo 49 8 0 20 Apr 2019
Repurposing Entailment for Multi-Hop Question Answering Tasks H. Trivedi Heeyoung Kwon Tushar Khot Ashish Sabharwal Niranjan Balasubramanian LRM 86 45 0 20 Apr 2019
An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large Scale Yong Liu Pavel A. Dmitriev Yifei Huang Andrew Brooks Li Dong 54 4 0 19 Apr 2019
Unifying Question Answering, Text Classification, and Regression via Span Extraction N. Keskar Bryan McCann Caiming Xiong R. Socher BDL 79 21 0 19 Apr 2019
ERNIE: Enhanced Representation through Knowledge Integration Yu Sun Shuohuan Wang Yukun Li Shikun Feng Xuyi Chen Han Zhang Xin Tian Danxiang Zhu Hao Tian Hua Wu 135 907 0 19 Apr 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Shijie Wu Mark Dredze VLM SSeg 151 681 0 19 Apr 2019
Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts Julia Kruk Jonah Lubin Karan Sikka Xiaoyu Lin Dan Jurafsky Ajay Divakaran 145 96 0 19 Apr 2019
Genie: A Generator of Natural Language Semantic Parsers for Virtual Assistant Commands Giovanni Campagna Silei Xu M. Moradshahi R. Socher M. Lam 44 70 0 18 Apr 2019
Clause-Wise and Recursive Decoding for Complex and Cross-Domain Text-to-SQL Generation Dongjun Lee 41 3 0 18 Apr 2019
Evaluating the Underlying Gender Bias in Contextualized Word Embeddings Christine Basta Marta R. Costa-jussá Noe Casas 77 195 0 18 Apr 2019
Learning to Collocate Neural Modules for Image Captioning Xu Yang Hanwang Zhang Jianfei Cai 66 78 0 18 Apr 2019
Neural Constituency Parsing of Speech Transcripts Paria Jamshid Lou Yufei Wang Mark Johnson 92 29 0 17 Apr 2019
DocBERT: BERT for Document Classification Ashutosh Adhikari Achyudh Ram Raphael Tang Jimmy J. Lin LLMAG VLM 103 299 0 17 Apr 2019
Casting Light on Invisible Cities: Computationally Engaging with Literary Criticism Shufan Wang Mohit Iyyer 28 4 0 17 Apr 2019
Contextual Aware Joint Probability Model Towards Question Answering System Liu Yang Lijing Song RALM 23 2 0 17 Apr 2019
Text Classification Algorithms: A Survey Kamran Kowsari K. Meimandi Mojtaba Heidarysafa Sanjana Mendu Laura E. Barnes Donald E. Brown 103 1,307 0 17 Apr 2019
A Systematic Study of Leveraging Subword Information for Learning Word Representations Yi Zhu Ivan Vulić Anna Korhonen 87 30 0 16 Apr 2019
An Empirical Evaluation of Text Representation Schemes on Multilingual Social Web to Filter the Textual Aggression Sandip J Modha Prasenjit Majumder 15 4 0 16 Apr 2019
Causality Extraction based on Self-Attentive BiLSTM-CRF with Transferred Embeddings Zhaoning Li Qi Li Xiaotian Zou Jiangtao Ren 85 122 0 16 Apr 2019
Just-in-Time Dynamic-Batching Sheng Zha Ziheng Jiang Yanghua Peng Zhi-Li Zhang 23 4 0 16 Apr 2019
Multi-Head Multi-Layer Attention to Deep Language Representations for Grammatical Error Detection Masahiro Kaneko Mamoru Komachi 48 31 0 15 Apr 2019
Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation Sebastian Gehrmann Steven Layne Franck Dernoncourt 55 10 0 15 Apr 2019
CEDR: Contextualized Embeddings for Document Ranking Sean MacAvaney Andrew Yates Arman Cohan Nazli Goharian 76 335 0 15 Apr 2019
Characterization of citizens using word2vec and latent topic analysis in a large set of tweets V. Vladimir Camargo Jorge 25 42 0 15 Apr 2019
Rare Words: A Major Problem for Contextualized Embeddings And How to Fix it by Attentive Mimicking Timo Schick Hinrich Schütze 99 98 0 14 Apr 2019
Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering Wei Yang Yuqing Xie Luchen Tan Kun Xiong Ming Li Jimmy J. Lin RALM OOD 73 64 0 14 Apr 2019
A Repository of Conversational Datasets Matthew Henderson Paweł Budzianowski I. Casanueva Sam Coope D. Gerz ... N. Mrksic Georgios P. Spithourakis Pei-hao Su Ivan Vulić Tsung-Hsien Wen 73 89 0 13 Apr 2019
Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical Study Jorge A. Balazs Y. Matsuo AI4CE NAI 49 3 0 11 Apr 2019
Generating Animations from Screenplays Yeyao Zhang Eleftheria Tsipidi Sasha Schriber Mubbasir Kapadia Markus Gross Ashutosh Modi 39 20 0 10 Apr 2019
ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission Kexin Huang Jaan Altosaar Rajesh Ranganath OOD 148 910 0 10 Apr 2019
Deep Neural Networks Ensemble for Detecting Medication Mentions in Tweets D. Weissenbacher A. Sarker A. Klein K. O’Connor Arjun Magge Ranganatha G. Gonzalez-Hernandez 36 47 0 10 Apr 2019
Simple BERT Models for Relation Extraction and Semantic Role Labeling Peng Shi Jimmy J. Lin VLM 81 446 0 10 Apr 2019
NLPR@SRPOL at SemEval-2019 Task 6 and Task 5: Linguistically enhanced deep learning offensive sentence classifier Alessandro Seganti Helena Sobol Iryna Orlova Hannam Kim J. Staniszewski Tymoteusz Krumholc Krystian Koziel 64 20 0 10 Apr 2019
Neuralogram: A Deep Neural Network Based Representation for Audio Signals Prateek Verma C. Chafe J. Berger AI4TS 13 9 0 10 Apr 2019