v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering Yu Cao Meng Fang Dacheng Tao GNN BDL 69 77 0 10 Apr 2019
Characterizing the impact of geometric properties of word embeddings on task performance Brendan Whitaker Denis R. Newman-Griffis Aparajita Haldar Hakan Ferhatosmanoglu Eric Fosler-Lussier 29 5 0 09 Apr 2019
Quizbowl: The Case for Incremental Question Answering Pedro Rodriguez Shi Feng Mohit Iyyer He He Jordan L. Boyd-Graber 74 50 0 09 Apr 2019
Knowledge-Augmented Language Model and its Application to Unsupervised Named-Entity Recognition Angli Liu Jingfei Du Veselin Stoyanov 82 38 0 09 Apr 2019
AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 141 47 0 08 Apr 2019
Text-based depression detection on sparse data Heinrich Dinkel Mengyue Wu Kai Yu 29 15 0 08 Apr 2019
Joint Learning of Pre-Trained and Random Units for Domain Adaptation in Part-of-Speech Tagging Sara Meftah Y. Tamaazousti N. Semmar H. Essafi F. Sadat 14 9 0 07 Apr 2019
Tracking Discrete and Continuous Entity State for Process Understanding Aditya Gupta Greg Durrett 76 35 0 06 Apr 2019
UM-IU@LING at SemEval-2019 Task 6: Identifying Offensive Tweets Using BERT and SVMs Jian Zhu Zuoyu Tian Sandra Kübler VLM 75 39 0 06 Apr 2019
Evaluating Coherence in Dialogue Systems using Entailment Nouha Dziri Ehsan Kamalloo K. Mathewson Osmar Zaiane 102 97 0 06 Apr 2019
ThisIsCompetition at SemEval-2019 Task 9: BERT is unstable for out-of-domain samples Cheoneum Park Juae Kim Hyeon-gu Lee Reinald Kim Amplayo H. Kim Jungyun Seo Changki Lee 62 12 0 06 Apr 2019
Publicly Available Clinical BERT Embeddings Emily Alsentzer John R. Murphy Willie Boag W. Weng Di Jin Tristan Naumann Matthew B. A. McDermott AI4MH 233 2,001 0 06 Apr 2019
Gender Bias in Contextualized Word Embeddings Jieyu Zhao Tianlu Wang Mark Yatskar Ryan Cotterell Vicente Ordonez Kai-Wei Chang FaML 127 421 0 05 Apr 2019
A General Framework for Information Extraction using Dynamic Span Graphs Yi Luan David Wadden Luheng He A. Shah Mari Ostendorf Hannaneh Hajishirzi 78 317 0 05 Apr 2019
An Unsupervised Autoregressive Model for Speech Representation Learning Yu-An Chung Wei-Ning Hsu Hao Tang James R. Glass SSL 114 409 0 05 Apr 2019
Exploring Fine-Tuned Embeddings that Model Intensifiers for Emotion Analysis Laura Ana Maria Bostan Roman Klinger 18 5 0 05 Apr 2019
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems Stefan Larson Anish Mahendran Andrew Lee Jonathan K. Kummerfeld Parker Hill M. Laurenzano Johann Hauswald Lingjia Tang Jason Mars 65 48 0 05 Apr 2019
Convolutional Self-Attention Networks Baosong Yang Longyue Wang Derek F. Wong Lidia S. Chao Zhaopeng Tu 71 126 0 05 Apr 2019
Information Aggregation for Multi-Head Attention with Routing-by-Agreement Jian Li Baosong Yang Zi-Yi Dou Xing Wang Michael R. Lyu Zhaopeng Tu 77 46 0 05 Apr 2019
Modeling Recurrence for Transformer Jie Hao Xing Wang Baosong Yang Longyue Wang Jinfeng Zhang Zhaopeng Tu 82 85 0 05 Apr 2019
CLEARumor at SemEval-2019 Task 7: ConvoLving ELMo Against Rumors Ipek Baris Lukas Schmelzeisen Steffen Staab 24 15 0 05 Apr 2019
NL-FIIT at SemEval-2019 Task 9: Neural Model Ensemble for Suggestion Mining Samuel Pecar Marian Simko Maria Bielikova 21 7 0 05 Apr 2019
Alternative Weighting Schemes for ELMo Embeddings Nils Reimers Iryna Gurevych 45 21 0 05 Apr 2019
Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling Xiaochuang Han Jacob Eisenstein 58 20 0 04 Apr 2019
In Other News: A Bi-style Text-to-speech Model for Synthesizing Newscaster Voice with Limited Data N. Prateek Mateusz Lajszczak Roberto Barra-Chicote Thomas Drugman Jaime Lorenzo-Trueba Thomas Merritt S. Ronanki Trevor Wood 87 30 0 04 Apr 2019
Dialogue Act Classification with Context-Aware Self-Attention Vipul Raheja Joel R. Tetreault 78 105 0 04 Apr 2019
Robust Evaluation of Language-Brain Encoding Experiments Lisa Beinborn Samira Abnar Rochelle Choenni 58 15 0 04 Apr 2019
Multi-Context Term Embeddings: the Use Case of Corpus-based Term Set Expansion Jonathan Mamou Oren Pereg Moshe Wasserblat Ido Dagan 33 0 0 04 Apr 2019
BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 99 700 0 03 Apr 2019
Probing Biomedical Embeddings from Language Models Qiao Jin Bhuwan Dhingra William W. Cohen Xinghua Lu 84 116 0 03 Apr 2019
Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Autoencoders Andrew Drozdov Pat Verga Mohit Yadav Mohit Iyyer Andrew McCallum 87 124 0 03 Apr 2019
CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition Yuying Zhu Guoxin Wang Börje F. Karlsson 102 119 0 03 Apr 2019
75 Languages, 1 Model: Parsing Universal Dependencies Universally Dan Kondratyuk Milan Straka 117 264 0 03 Apr 2019
Unsupervised Deep Structured Semantic Models for Commonsense Reasoning Shuohang Wang Sheng Zhang Yelong Shen Xiaodong Liu Jingjing Liu Jianfeng Gao Jing Jiang LRM 156 15 0 03 Apr 2019
Modeling Vocabulary for Big Code Machine Learning Hlib Babii Andrea Janes Romain Robbes 36 22 0 03 Apr 2019
VideoBERT: A Joint Model for Video and Language Representation Learning Chen Sun Austin Myers Carl Vondrick Kevin Patrick Murphy Cordelia Schmid VLM SSL 92 1,253 0 03 Apr 2019
Structural Scaffolds for Citation Intent Classification in Scientific Publications Arman Cohan Bridger Waleed Ammar Madeleine van Zuylen Field Cady 79 253 0 02 Apr 2019
Neural Vector Conceptualization for Word Vector Space Interpretation Robert Schwarzenberg Lisa Raithel David Harbecke LLMSV VLM 50 10 0 02 Apr 2019
Using Multi-Sense Vector Embeddings for Reverse Dictionaries Michael A. Hedderich Andrew Yates Dietrich Klakow Gerard de Melo 54 20 0 02 Apr 2019
Temporal and Aspectual Entailment Thomas Kober Sander Bijl de Vroe Mark Steedman 61 16 0 02 Apr 2019
A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations Mingda Chen Qingming Tang Sam Wiseman Kevin Gimpel DRL 92 76 0 02 Apr 2019
Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches Shane Storks Qiaozi Gao J. Chai 100 132 0 02 Apr 2019
Contrastive Predictive Coding Based Feature for Automatic Speaker Verification Cheng-I Jeff Lai SSL 88 27 0 01 Apr 2019
PAWS: Paraphrase Adversaries from Word Scrambling Yuan Zhang Jason Baldridge Luheng He 85 544 0 01 Apr 2019
Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity Yunsheng Bai Haoyang Ding Yang Qiao Agustin Marinovic Ken Gu Tingting Chen Yizhou Sun Wei Wang 107 10 0 01 Apr 2019
Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs Debjit Paul Anette Frank 48 45 0 01 Apr 2019
Using Similarity Measures to Select Pretraining Data for NER Xiang Dai Sarvnaz Karimi Ben Hachey Cécile Paris 93 51 0 01 Apr 2019
ANA at SemEval-2019 Task 3: Contextual Emotion detection in Conversations through hierarchical LSTMs and BERT Chenyang Huang Amine Trabelsi Osmar R. Zaïane 72 74 0 30 Mar 2019
Distilling Task-Specific Knowledge from BERT into Simple Neural Networks Raphael Tang Yao Lu Linqing Liu Lili Mou Olga Vechtomova Jimmy J. Lin 80 421 0 28 Mar 2019
Sogou Machine Reading Comprehension Toolkit Jindou Wu Yunlun Yang Chao-gong Deng Hongyi Tang Bingning Wang Haoze Sun Ting Yao Qi Zhang 31 6 0 28 Mar 2019