v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Plug and Play Autoencoders for Conditional Text Generation Florian Mai Nikolaos Pappas Ivan Montero Noah A. Smith U. Washington 109 37 0 06 Oct 2020
Using Sentences as Semantic Representations in Large Scale Zero-Shot Learning Yannick Le Cacheux Hervé Le Borgne M. Crucianu VLM 53 6 0 06 Oct 2020
Robustness and Reliability of Gender Bias Assessment in Word Embeddings: The Role of Base Pairs Haiyang Zhang Alison Sneyd Mark Stevenson 46 15 0 06 Oct 2020
Intrinsic Probing through Dimension Selection Lucas Torroba Hennigen Adina Williams Ryan Cotterell 78 58 0 06 Oct 2020
Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation Minki Kang Moonsu Han Sung Ju Hwang OOD 83 18 0 06 Oct 2020
Analyzing Individual Neurons in Pre-trained Language Models Nadir Durrani Hassan Sajjad Fahim Dalvi Yonatan Belinkov MILM 104 105 0 06 Oct 2020
On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers Marius Mosbach A. Khokhlova Michael A. Hedderich Dietrich Klakow 61 46 0 06 Oct 2020
Do Explicit Alignments Robustly Improve Multilingual Encoders? Shijie Wu Mark Dredze 62 7 0 06 Oct 2020
An Empirical Study of Tokenization Strategies for Various Korean NLP Tasks Kyubyong Park Joohong Lee Seongbo Jang Dawoon Jung 71 65 0 06 Oct 2020
Pretrained Language Model Embryology: The Birth of ALBERT Cheng-Han Chiang Sung-Feng Huang Hung-yi Lee 83 42 0 06 Oct 2020
On the Branching Bias of Syntax Extracted from Pre-trained Language Models Huayang Li Lemao Liu Guoping Huang Shuming Shi 55 6 0 06 Oct 2020
UnQovering Stereotyping Biases via Underspecified Questions Tao Li Tushar Khot Daniel Khashabi Ashish Sabharwal Vivek Srikumar 100 138 0 06 Oct 2020
On the Role of Supervision in Unsupervised Constituency Parsing Freda Shi Karen Livescu Kevin Gimpel SSL 72 22 0 06 Oct 2020
Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning Xiaoxiao Guo Mo Yu Yupeng Gao Chuang Gan Murray Campbell Shiyu Chang 66 31 0 05 Oct 2020
SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup Rongzhi Zhang Yue Yu Chao Zhang VLM 94 95 0 05 Oct 2020
The Grammar of Emergent Languages Oskar van der Wal S. D. Boer Elia Bruni Dieuwke Hupkes 89 17 0 05 Oct 2020
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification F. López Michael Strube 84 32 0 05 Oct 2020
Linguistic Profiling of a Neural Language Model Alessio Miaschi D. Brunato F. Dell’Orletta Giulia Venturi 101 49 0 05 Oct 2020
Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning Hanlu Wu Tengfei Ma Lingfei Wu Tariro Manyumwa S. Ji SSL 80 57 0 05 Oct 2020
Improving AMR Parsing with Sequence-to-Sequence Pre-training Dong Xu Junhui Li Muhua Zhu Min Zhang Guodong Zhou AIMat 66 69 0 05 Oct 2020
Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models Thuy-Trang Vu Dinh Q. Phung Gholamreza Haffari 99 25 0 05 Oct 2020
Local Additivity Based Data Augmentation for Semi-supervised NER Jiaao Chen Zhenghui Wang Ran Tian Zichao Yang Diyi Yang 97 58 0 04 Oct 2020
Transformers for Modeling Physical Systems N. Geneva N. Zabaras AI4CE 130 146 0 04 Oct 2020
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels Ilias Chalkidis Manos Fergadiotis Sotiris Kotitsas Prodromos Malakasiotis Nikolaos Aletras Ion Androutsopoulos VLM AI4TS 68 86 0 04 Oct 2020
A Survey of Unsupervised Dependency Parsing Wenjuan Han Yong Jiang Hwee Tou Ng Kewei Tu SSL 49 10 0 04 Oct 2020
A Geometry-Inspired Attack for Generating Natural Language Adversarial Examples Zhao Meng Roger Wattenhofer GAN AAML 74 32 0 03 Oct 2020
Mining Knowledge for Natural Language Inference from Wikipedia Categories Mingda Chen Zewei Chu K. Stratos Kevin Gimpel 62 8 0 03 Oct 2020
Unsupervised Point Cloud Pre-Training via Occlusion Completion Hanchen Wang Qi Liu Xiangyu Yue Joan Lasenby Matt J. Kusner 3DPC 147 256 0 02 Oct 2020
Syntax Representation in Word Embeddings and Neural Networks -- A Survey Tomasz Limisiewicz David Marecek NAI 84 9 0 02 Oct 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention Ikuya Yamada Akari Asai Hiroyuki Shindo Hideaki Takeda Yuji Matsumoto 147 679 0 02 Oct 2020
Exploiting Unsupervised Data for Emotion Recognition in Conversations Wenxiang Jiao Michael R. Lyu Irwin King 93 13 0 02 Oct 2020
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems Fei Mi Liangwei Chen Mengjie Zhao Minlie Huang Boi Faltings CLL KELM 65 71 0 02 Oct 2020
Which *BERT? A Survey Organizing Contextualized Encoders Patrick Xia Shijie Wu Benjamin Van Durme 70 50 0 02 Oct 2020
JAKET: Joint Pre-training of Knowledge Graph and Language Understanding Donghan Yu Chenguang Zhu Yiming Yang Michael Zeng KELM 98 145 0 02 Oct 2020
XDA: Accurate, Robust Disassembly with Transfer Learning Kexin Pei Jonas Guan David Williams-King Junfeng Yang Suman Jana 115 63 0 02 Oct 2020
Enriching Word Embeddings with Temporal and Spatial Information Hongyu Gong S. Bhat Pramod Viswanath 104 12 0 02 Oct 2020
ISAAQ -- Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention José Manuél Gómez-Pérez Raúl Ortega 63 24 0 01 Oct 2020
Evaluating Multilingual BERT for Estonian Claudia Kittask Kirill Milintsevich Kairit Sirts 48 8 0 01 Oct 2020
A Survey on Explainability in Machine Reading Comprehension Mokanarangan Thayaparan Marco Valentino André Freitas FaML 116 49 0 01 Oct 2020
CoLAKE: Contextualized Language and Knowledge Embedding Tianxiang Sun Yunfan Shao Xipeng Qiu Qipeng Guo Yaru Hu Xuanjing Huang Zheng Zhang KELM 123 185 0 01 Oct 2020
CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models Nikita Nangia Clara Vania Rasika Bhalerao Samuel R. Bowman 179 691 0 30 Sep 2020
Pea-KD: Parameter-efficient and Accurate Knowledge Distillation on BERT Ikhyun Cho U. Kang 25 1 0 30 Sep 2020
OWL2Vec*: Embedding of OWL Ontologies Jiaoyan Chen Pan Hu Ernesto Jiménez-Ruiz Ole Magnus Holter Denvar Antonyrajah Ian Horrocks 3DV 87 141 0 30 Sep 2020
Multiple Word Embeddings for Increased Diversity of Representation Brian Lester Daniel Pressel Amy Hemmeter Sagnik Ray Choudhury S. Bangalore 60 7 0 30 Sep 2020
Development of Word Embeddings for Uzbek Language B. Mansurov A. Mansurov 34 4 0 30 Sep 2020
MaP: A Matrix-based Prediction Approach to Improve Span Extraction in Machine Reading Comprehension Huaishao Luo Yu Shi Ming Gong Linjun Shou Tianrui Li 32 4 0 29 Sep 2020
NatCat: Weakly Supervised Text Classification with Naturally Annotated Resources Zewei Chu K. Stratos Kevin Gimpel 46 5 0 29 Sep 2020
Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study Saurabh Kulshreshtha José Luis Redondo García Ching-Yun Chang 74 48 0 29 Sep 2020
Parsing with Multilingual BERT, a Small Corpus, and a Small Treebank Ethan C. Chau Lucy H. Lin Noah A. Smith 104 15 0 29 Sep 2020
CokeBERT: Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models Yusheng Su Xu Han Zhengyan Zhang Peng Li Zhiyuan Liu Yankai Lin Jie Zhou Maosong Sun ODL 103 25 0 29 Sep 2020