v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Interpretable Neural Predictions with Differentiable Binary Variables Jasmijn Bastings Wilker Aziz Ivan Titov 89 215 0 20 May 2019
Target Based Speech Act Classification in Political Campaign Text Shivashankar Subramanian Trevor Cohn Timothy Baldwin 16 8 0 20 May 2019
HellaSwag: Can a Machine Really Finish Your Sentence? Rowan Zellers Ari Holtzman Yonatan Bisk Ali Farhadi Yejin Choi 232 2,537 0 19 May 2019
Correlation Coefficients and Semantic Textual Similarity V. Zhelezniak Aleksandar Savkov April Shen Nils Y. Hammerla 67 50 0 19 May 2019
BERTSel: Answer Selection with Pre-trained Models Dongfang Li Yifei Yu Qingcai Chen Xinyu Li OOD AI4MH 52 12 0 18 May 2019
Seeker: Real-Time Interactive Search Ari Biswas T. T. Pham Michael Vogelsong Benjamin Snyder Houssam Nassif 35 13 0 17 May 2019
Story Ending Prediction by Transferable BERT Zhongyang Li Xiao Ding Ting Liu 85 52 0 17 May 2019
Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs Ming Tu Guangtao Wang Jing-ling Huang Yun Tang Xiaodong He Bowen Zhou 72 149 0 17 May 2019
Don't Blame Distributional Semantics if it can't do Entailment M. Westera Gemma Boleda CoGe 63 20 0 17 May 2019
Adaptation of Deep Bidirectional Multilingual Transformers for Russian Language Yuri Kuratov M. Arkhipov 86 275 0 17 May 2019
Gmail Smart Compose: Real-Time Assisted Writing Mengzhao Chen Benjamin Lee G. Bansal Yuan Cao Shuyuan Zhang ... Yinan Wang Andrew M. Dai Zhiwen Chen Timothy Sohn Yonghui Wu 76 208 0 17 May 2019
ERNIE: Enhanced Language Representation with Informative Entities Zhengyan Zhang Xu Han Zhiyuan Liu Xin Jiang Maosong Sun Qun Liu 196 1,404 0 17 May 2019
IMHO Fine-Tuning Improves Claim Detection Tuhin Chakrabarty Christopher Hidey Kathleen McKeown 64 61 0 16 May 2019
Tracing cultural diachronic semantic shifts in Russian using word embeddings: test sets and baselines Vadim Fomin Daria Bakshandaeva J. Rodina Andrey Kutuzov 31 6 0 16 May 2019
Effective Sentence Scoring Method using Bidirectional Language Model for Speech Recognition Joongbo Shin Yoonhyung Lee Kyomin Jung 27 4 0 16 May 2019
Latent Universal Task-Specific BERT A. Rozental Zohar Kelrich Daniel Fleischer SSL 21 3 0 16 May 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization Xingxing Zhang Furu Wei M. Zhou 99 380 0 16 May 2019
What do you learn from context? Probing for sentence structure in contextualized word representations Ian Tenney Patrick Xia Berlin Chen Alex Jinpeng Wang Adam Poliak ... Najoung Kim Benjamin Van Durme Samuel R. Bowman Dipanjan Das Ellie Pavlick 240 867 0 15 May 2019
BERT Rediscovers the Classical NLP Pipeline Ian Tenney Dipanjan Das Ellie Pavlick MILM SSeg 235 1,486 0 15 May 2019
A Unified Linear-Time Framework for Sentence-Level Discourse Parsing Xiang Lin Shafiq Joty Prathyusha Jwalapuram M Saiful Bari 67 60 0 14 May 2019
Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation Loïc Vial Benjamin Lecouteux D. Schwab 70 92 0 14 May 2019
Strong and Simple Baselines for Multimodal Utterance Embeddings Paul Pu Liang Y. Lim Yao-Hung Hubert Tsai Ruslan Salakhutdinov Louis-Philippe Morency SSL 59 30 0 14 May 2019
How to Fine-Tune BERT for Text Classification? Chi Sun Xipeng Qiu Yige Xu Xuanjing Huang 127 1,530 0 14 May 2019
Imputing Missing Events in Continuous-Time Event Streams Hongyuan Mei Guanghui Qin Jason Eisner AI4TS 80 41 0 14 May 2019
The Language of Legal and Illegal Activity on the Darknet Leshem Choshen D. Eldad Daniel Hershcovich Elior Sulem Omri Abend AILaw 50 22 0 14 May 2019
Assessing the Difficulty of Classifying ConceptNet Relations in a Multi-Label Classification Setting Maria Becker Michael Staniek Vivi Nastase Anette Frank 78 10 0 14 May 2019
Entity-Relation Extraction as Multi-Turn Question Answering Xiaoya Li Fan Yin Zijun Sun Xiayu Li Arianna Yuan Duo Chai Mingxin Zhou Jiwei Li 95 348 0 14 May 2019
PatentBERT: Patent Classification with Fine-Tuning a pre-trained BERT Model Jieh-Sheng Lee J. Hsiang 53 94 0 14 May 2019
Correlating neural and symbolic representations of language Grzegorz Chrupała Afra Alishahi NAI 68 72 0 14 May 2019
Transfer Learning for Scientific Data Chain Extraction in Small Chemical Corpus with BERT-CRF Model Na Pang Li Qian Weimin Lyu Jin-Dong Yang 33 16 0 13 May 2019
Mappa Mundi: An Interactive Artistic Mind Map Generator with Artificial Imagination Ruixue Liu Baoyang Chen Meng Chen Youzheng Wu Zhijie Qiu Xiaodong He 47 0 0 09 May 2019
Learning Embeddings into Entropic Wasserstein Spaces Charlie Frogner F. Mirzazadeh Justin Solomon 74 32 0 08 May 2019
Unified Language Model Pre-training for Natural Language Understanding and Generation Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu Wang Jianfeng Gao M. Zhou H. Hon ELM AI4CE 250 1,561 0 08 May 2019
Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances Soujanya Poria Navonil Majumder Rada Mihalcea Eduard H. Hovy 75 363 0 08 May 2019
Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations Meishan Zhang Zhenghua Li Guohong Fu Min Zhang 76 55 0 08 May 2019
MASS: Masked Sequence to Sequence Pre-training for Language Generation Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 158 966 0 07 May 2019
Taming Pretrained Transformers for Extreme Multi-label Text Classification Wei-Cheng Chang Hsiang-Fu Yu Kai Zhong Yiming Yang Inderjit Dhillon 75 20 0 07 May 2019
Distributional Semantics and Linguistic Theory Gemma Boleda 108 203 0 06 May 2019
Anonymized BERT: An Augmentation Approach to the Gendered Pronoun Resolution Challenge Bo Liu 54 8 0 06 May 2019
HHMM at SemEval-2019 Task 2: Unsupervised Frame Induction using Contextualized Word Embeddings S. Anwar Dmitry Ustalov N. Arefyev Simone Paolo Ponzetto Chris Biemann Alexander Panchenko 16 14 0 05 May 2019
Towards More Realistic Human-Robot Conversation: A Seq2Seq-based Body Gesture Interaction System Minjie Hua Fuyuan Shi Yibing Nan Kai Wang Hao Chen Kai Wang 55 10 0 05 May 2019
Learning to Denoise Distantly-Labeled Data for Entity Typing Yasumasa Onoe Greg Durrett 93 58 0 04 May 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 428 2,331 0 02 May 2019
ASER: A Large-scale Eventuality Knowledge Graph Hongming Zhang Xin Liu Haojie Pan Yangqiu Song C. Leung SLR 107 163 0 01 May 2019
Deep Learning for Audio Signal Processing Hendrik Purwins Yue Liu Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 119 598 0 30 Apr 2019
Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors V. Zhelezniak Aleksandar Savkov April Shen Francesco Moramarco Jack Flann Nils Y. Hammerla 54 40 0 30 Apr 2019
Enabling Robots to Understand Incomplete Natural Language Instructions Using Commonsense Reasoning Haonan Chen Hao Tan Alan Kuntz Joey Tianyi Zhou Ron Alterovitz LM&Ro LRM 76 45 0 29 Apr 2019
Unsupervised Data Augmentation for Consistency Training Qizhe Xie Zihang Dai Eduard H. Hovy Minh-Thang Luong Quoc V. Le 160 2,335 0 29 Apr 2019
Semantic Matching of Documents from Heterogeneous Collections: A Simple and Transparent Method for Practical Applications Christoph Müller 23 3 0 29 Apr 2019
Several Experiments on Investigating Pretraining and Knowledge-Enhanced Models for Natural Language Inference Tianda Li Xiao-Dan Zhu Quan Liu Qian Chen Zhigang Chen Si Wei 81 17 0 27 Apr 2019