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Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Graph-based Topic Extraction from Vector Embeddings of Text Documents: Application to a Corpus of News Articles M. Altuncu S. Yaliraki Mauricio Barahona 20 9 0 28 Oct 2020
Image Representations Learned With Unsupervised Pre-Training Contain Human-like Biases Ryan Steed Aylin Caliskan SSL 120 162 0 28 Oct 2020
A Comprehensive Survey on Word Representation Models: From Classical to State-Of-The-Art Word Representation Language Models Usman Naseem Imran Razzak S. Khan M. Prasad 86 161 0 28 Oct 2020
Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora Takashi Wada Tomoharu Iwata Yuji Matsumoto Timothy Baldwin Jey Han Lau 142 7 0 27 Oct 2020
WNUT-2020 Task 1 Overview: Extracting Entities and Relations from Wet Lab Protocols Jeniya Tabassum Sydney Lee Wei Xu Alan Ritter 108 18 0 27 Oct 2020
Strongly Incremental Constituency Parsing with Graph Neural Networks Kaiyu Yang Jia Deng 83 35 0 27 Oct 2020
Unmasking Contextual Stereotypes: Measuring and Mitigating BERT's Gender Bias Marion Bartl Malvina Nissim Albert Gatt 99 125 0 27 Oct 2020
Dynamic Boundary Time Warping for Sub-sequence Matching with Few Examples Łukasz Borchmann Dawid Jurkiewicz Filip Graliñski Tomasz Górecki 66 0 0 27 Oct 2020
Discovering and Interpreting Biased Concepts in Online Communities Xavier Ferrer-Aran Tom van Nuenen Natalia Criado Jose Such 57 2 0 27 Oct 2020
Effective FAQ Retrieval and Question Matching With Unsupervised Knowledge Injection Wen-Ting Tseng Tien-Hong Lo Yung-Chang Hsu Berlin Chen RALM 28 2 0 27 Oct 2020
To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging Kasturi Bhattacharjee Miguel Ballesteros Rishita Anubhai Smaranda Muresan Jie Ma Faisal Ladhak Yaser Al-Onaizan SSL 99 20 0 27 Oct 2020
Fine-grained Information Status Classification Using Discourse Context-Aware BERT Yufang Hou 55 6 0 26 Oct 2020
A Survey of Embedding Space Alignment Methods for Language and Knowledge Graphs Alexander Kalinowski Yuan An AI4TS 63 5 0 26 Oct 2020
Multimodal Topic Learning for Video Recommendation Shi Pu Yijiang He Zheng Li Mao Zheng 62 8 0 26 Oct 2020
Autoencoding Improves Pre-trained Word Embeddings Masahiro Kaneko Danushka Bollegala LLMSV 88 14 0 25 Oct 2020
Commonsense knowledge adversarial dataset that challenges ELECTRA Gongqi Lin Yuan Miao Xiaoyong Yang Wenwu Ou Li-zhen Cui Wenting Guo Chunyan Miao AAML 38 3 0 25 Oct 2020
Fine-tuning ERNIE for chest abnormal imaging signs extraction Zhaoning Li Jiangtao Ren MedIm 49 8 0 25 Oct 2020
Probing Acoustic Representations for Phonetic Properties Danni Ma Neville Ryant M. Liberman 112 45 0 25 Oct 2020
Large Scale Legal Text Classification Using Transformer Models Zein Shaheen G. Wohlgenannt Erwin Filtz AILaw 85 72 0 24 Oct 2020
When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models Benjamin Muller Antonis Anastasopoulos Benoît Sagot Djamé Seddah LRM 246 170 0 24 Oct 2020
ReadOnce Transformers: Reusable Representations of Text for Transformers Shih-Ting Lin Ashish Sabharwal Tushar Khot 117 3 0 24 Oct 2020
Unsupervised Vision-and-Language Pre-training Without Parallel Images and Captions Liunian Harold Li Haoxuan You Zhecan Wang Alireza Zareian Shih-Fu Chang Kai-Wei Chang SSL VLM 108 12 0 24 Oct 2020
Pre-training Text-to-Text Transformers for Concept-centric Common Sense Wangchunshu Zhou Dong-Ho Lee Ravi Kiran Selvam Seyeon Lee Bill Yuchen Lin Xiang Ren LRM VLM 57 72 0 24 Oct 2020
Deep Clustering of Text Representations for Supervision-free Probing of Syntax Vikram Gupta Haoyue Shi Kevin Gimpel Mrinmaya Sachan 94 9 0 24 Oct 2020
Structure-Grounded Pretraining for Text-to-SQL Xiang Deng Ahmed Hassan Awadallah Christopher Meek Oleksandr Polozov Huan Sun Matthew Richardson LMTD 171 159 0 24 Oct 2020
Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality Gustavo Aguilar Bryan McCann Tong Niu Nazneen Rajani N. Keskar Thamar Solorio 122 13 0 24 Oct 2020
Applying Occam's Razor to Transformer-Based Dependency Parsing: What Works, What Doesn't, and What is Really Necessary Stefan Grünewald Annemarie Friedrich Jonas Kuhn 116 11 0 23 Oct 2020
Dynamic Contextualized Word Embeddings Valentin Hofmann J. Pierrehumbert Hinrich Schütze 121 52 0 23 Oct 2020
On the Transformer Growth for Progressive BERT Training Xiaotao Gu Liyuan Liu Hongkun Yu Jing Li Chong Chen Jiawei Han VLM 137 54 0 23 Oct 2020
GiBERT: Introducing Linguistic Knowledge into BERT through a Lightweight Gated Injection Method Nicole Peinelt Marek Rei Maria Liakata 77 2 0 23 Oct 2020
Event-Driven Learning of Systematic Behaviours in Stock Markets Xianchao Wu AIFin 49 7 0 23 Oct 2020
Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond Xin Li Lidong Bing Wenxuan Zhang Zheng Li Wai Lam 129 25 0 23 Oct 2020
BARThez: a Skilled Pretrained French Sequence-to-Sequence Model Moussa Kamal Eddine A. Tixier Michalis Vazirgiannis BDL 144 65 0 23 Oct 2020
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 391 301 0 23 Oct 2020
FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 63 7 0 23 Oct 2020
Domain Divergences: a Survey and Empirical Analysis Abhinav Ramesh Kashyap Devamanyu Hazarika Min-Yen Kan Roger Zimmermann 277 40 0 23 Oct 2020
Generating Long Financial Report using Conditional Variational Autoencoders with Knowledge Distillation Yunpeng Ren Ziao Wang Yiyuan Wang Xiaofeng Zhang 60 9 0 23 Oct 2020
Learning Similarity between Movie Characters and Its Potential Implications on Understanding Human Experiences Zhilin Wang Weizhe Lin Xiaodong Wu 60 1 0 23 Oct 2020
Summarizing Utterances from Japanese Assembly Minutes using Political Sentence-BERT-based Method for QA Lab-PoliInfo-2 Task of NTCIR-15 Daiki Shirafuji Hiromichi Kameya Rafal Rzepka K. Araki 67 4 0 22 Oct 2020
Text Mining to Identify and Extract Novel Disease Treatments From Unstructured Datasets Rahul Yedida S. Abrar C. Melo-Filho E. Muratov Rada Y. Chirkova A. Tropsha 18 1 0 22 Oct 2020
A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents T. Lai Trung Bui Doo Soon Kim Quan Hung Tran 58 11 0 22 Oct 2020
Language Models are Open Knowledge Graphs Chenguang Wang Xiao Liu Basel Alomair SSL KELM 86 137 0 22 Oct 2020
AdapterDrop: On the Efficiency of Adapters in Transformers Andreas Rucklé Gregor Geigle Max Glockner Tilman Beck Jonas Pfeiffer Nils Reimers Iryna Gurevych 154 268 0 22 Oct 2020
Not all parameters are born equal: Attention is mostly what you need Nikolay Bogoychev MoE 59 7 0 22 Oct 2020
Detecting and Exorcising Statistical Demons from Language Models with Anti-Models of Negative Data Michael L. Wick Kate Silverstein Jean-Baptiste Tristan Adam Craig Pocock Mark Johnson 45 3 0 22 Oct 2020
Towards Fully Bilingual Deep Language Modeling Li-Hsin Chang S. Pyysalo Jenna Kanerva Filip Ginter 67 3 0 22 Oct 2020
Similarity Analysis of Self-Supervised Speech Representations Yu-An Chung Yonatan Belinkov James R. Glass SSL 129 37 0 22 Oct 2020
Knowledge Distillation for BERT Unsupervised Domain Adaptation Minho Ryu K. Lee 112 35 0 22 Oct 2020
Latte-Mix: Measuring Sentence Semantic Similarity with Latent Categorical Mixtures Minghan Li He Bai Luchen Tan Kun Xiong Ming Li Jimmy J. Lin FedML 43 0 0 21 Oct 2020
Semantic Role Labeling as Syntactic Dependency Parsing Tianze Shi Igor Malioutov Ozan Irsoy 71 16 0 21 Oct 2020