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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
A Survey of Knowledge Enhanced Pre-trained Models Jian Yang Xinyu Hu Gang Xiao Yulong Shen KELM 101 6 0 01 Oct 2021
Semi-Supervised Text Classification via Self-Pretraining Payam Karisani Negin Karisani SSL VLM 78 22 0 30 Sep 2021
Multi-granular Legal Topic Classification on Greek Legislation C. Papaloukas Ilias Chalkidis Konstantinos Athinaios D. Pantazi Manolis Koubarakis AILaw 80 25 0 30 Sep 2021
SlovakBERT: Slovak Masked Language Model Matúš Pikuliak Stefan Grivalsky Martin Konopka Miroslav Blšták Martin Tamajka Viktor Bachratý Marian Simko Pavol Balázik Michal Trnka Filip Uhlárik 70 27 0 30 Sep 2021
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System Yixuan Su Lei Shu Elman Mansimov Arshit Gupta Deng Cai Yi-An Lai Yi Zhang 229 195 0 29 Sep 2021
VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding Hu Xu Gargi Ghosh Po-Yao (Bernie) Huang Dmytro Okhonko Armen Aghajanyan Florian Metze Luke Zettlemoyer Florian Metze Luke Zettlemoyer Christoph Feichtenhofer CLIP VLM 333 584 0 28 Sep 2021
Second Order WinoBias (SoWinoBias) Test Set for Latent Gender Bias Detection in Coreference Resolution Hillary Dawkins 47 0 0 28 Sep 2021
Knowledge-Aware Neural Networks for Medical Forum Question Classification Soumyadeep Roy Sudip Chakraborty Aishik Mandal Gunjan Balde Prakhar Sharma Anandhavelu Natarajan Megha Khosla S. Sural Niloy Ganguly AI4MH 57 9 0 27 Sep 2021
Does referent predictability affect the choice of referential form? A computational approach using masked coreference resolution Laura Aina Xixian Liao Gemma Boleda M. Westera 49 3 0 27 Sep 2021
Patterns of Lexical Ambiguity in Contextualised Language Models J. Haber Massimo Poesio 48 7 0 27 Sep 2021
ReINTEL Challenge 2020: A Comparative Study of Hybrid Deep Neural Network for Reliable Intelligence Identification on Vietnamese SNSs Hoang Viet Trinh Tung Tien Bui Tam Minh Nguyen Huy Quang Dao Quang Huu Pham Ngoc N. Tran Ta Minh Thanh 63 1 0 27 Sep 2021
Entity Linking Meets Deep Learning: Techniques and Solutions Wei Shen Yuhan Li Yinan Liu Jiawei Han Jianyong Wang Xiaojie Yuan 124 53 0 26 Sep 2021
MINIMAL: Mining Models for Data Free Universal Adversarial Triggers Swapnil Parekh Yaman Kumar Singla Somesh Singh Changyou Chen Balaji Krishnamurthy R. Shah AAML 56 3 0 25 Sep 2021
Language Model Priming for Cross-Lingual Event Extraction Steven Fincke Shantanu Agarwal Scott Miller Elizabeth Boschee 81 27 0 25 Sep 2021
DziriBERT: a Pre-trained Language Model for the Algerian Dialect Amine Abdaoui Mohamed Berrimi Mourad Oussalah A. Moussaoui 99 45 0 25 Sep 2021
Pushing on Text Readability Assessment: A Transformer Meets Handcrafted Linguistic Features Bruce W. Lee Yoonna Jang J. Lee VLM 101 83 0 25 Sep 2021
Monolingual and Cross-Lingual Acceptability Judgments with the Italian CoLA corpus Daniela Trotta R. Guarasci Elisa Leonardelli Sara Tonelli 103 31 0 24 Sep 2021
Rethinking Crowd Sourcing for Semantic Similarity Shaul Solomon Adam Cohn Hernan Rosenblum Chezi Hershkovitz Ivan P. Yamshchikov 72 2 0 24 Sep 2021
Named Entity Recognition and Classification on Historical Documents: A Survey Maud Ehrmann Ahmed Hamdi Elvys Linhares Pontes Matteo Romanello A. Doucet 129 116 0 23 Sep 2021
Live Speech Portraits: Real-Time Photorealistic Talking-Head Animation Yuanxun Lu Jinxiang Chai Xun Cao 100 89 0 22 Sep 2021
Unsupervised Contextualized Document Representation Ankur Gupta Vivek Gupta 26 2 0 22 Sep 2021
Salience-Aware Event Chain Modeling for Narrative Understanding Xiyang Zhang Muhao Chen Jonathan May 84 25 0 22 Sep 2021
Grammatical Profiling for Semantic Change Detection Mario Giulianelli Andrey Kutuzov Lidia Pivovarova 105 13 0 21 Sep 2021
Conditional probing: measuring usable information beyond a baseline John Hewitt Kawin Ethayarajh Percy Liang Christopher D. Manning 90 57 0 19 Sep 2021
Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition Guolin Zheng Yubei Xiao Ke Gong Pan Zhou Xiaodan Liang Liang Lin 71 26 0 19 Sep 2021
Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning Yuanzhi Chen Mohammad Rashedul Hasan 60 4 0 19 Sep 2021
A Framework for Institutional Risk Identification using Knowledge Graphs and Automated News Profiling Mahmoud Mahfouz Armineh Nourbakhsh Sameena Shah 23 0 0 19 Sep 2021
Augmenting semantic lexicons using word embeddings and transfer learning Thayer Alshaabi C. V. Oort M. Fudolig M. V. Arnold C. Danforth P. Dodds 80 4 0 18 Sep 2021
The futility of STILTs for the classification of lexical borrowings in Spanish Javier de la Rosa 52 2 0 17 Sep 2021
General Cross-Architecture Distillation of Pretrained Language Models into Matrix Embeddings Lukas Galke Isabelle Cuber Christophe Meyer Henrik Ferdinand Nolscher Angelina Sonderecker A. Scherp 147 2 0 17 Sep 2021
CodeQA: A Question Answering Dataset for Source Code Comprehension Chenxiao Liu Xiaojun Wan 107 29 0 17 Sep 2021
Distilling Linguistic Context for Language Model Compression Geondo Park Gyeongman Kim Eunho Yang 79 38 0 17 Sep 2021
Revisiting Tri-training of Dependency Parsers Joachim Wagner Jennifer Foster 62 2 0 16 Sep 2021
The Language Model Understood the Prompt was Ambiguous: Probing Syntactic Uncertainty Through Generation Laura Aina Tal Linzen UQLM 76 19 0 16 Sep 2021
Language Models are Few-shot Multilingual Learners Genta Indra Winata Andrea Madotto Zhaojiang Lin Rosanne Liu J. Yosinski Pascale Fung ELM LRM 119 138 0 16 Sep 2021
On the Complementarity of Data Selection and Fine Tuning for Domain Adaptation Dan Iter David Grangier 101 10 0 15 Sep 2021
CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning Sarkar Snigdha Sarathi Das Arzoo Katiyar R. Passonneau Rui Zhang 90 147 0 15 Sep 2021
Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative Lucio Dery Paul Michel Ameet Talwalkar Graham Neubig CLL 106 35 0 15 Sep 2021
Improving Accent Identification and Accented Speech Recognition Under a Framework of Self-supervised Learning Keqi Deng Songjun Cao Long Ma 41 29 0 15 Sep 2021
Improving Streaming Transformer Based ASR Under a Framework of Self-supervised Learning Songjun Cao Yueteng Kang Yanzhe Fu Xiaoshuo Xu Sining Sun Yike Zhang Long Ma 58 16 0 15 Sep 2021
Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context Xinnian Liang Shuangzhi Wu Mu Li Zhoujun Li 89 62 0 15 Sep 2021
Scope resolution of predicted negation cues: A two-step neural network-based approach D. D. Jong 56 0 0 15 Sep 2021
Can Language Models be Biomedical Knowledge Bases? Mujeen Sung Jinhyuk Lee Sean S. Yi Minji Jeon Sungdong Kim Jaewoo Kang AI4MH 190 107 0 15 Sep 2021
Can Edge Probing Tasks Reveal Linguistic Knowledge in QA Models? Sagnik Ray Choudhury Nikita Bhutani Isabelle Augenstein 47 1 0 15 Sep 2021
Fast Extraction of Word Embedding from Q-contexts Junsheng Kong Weizhao Li Zeyi Liu Ben Liao J. Qiu Chang-Yu Hsieh Yitao Cai Shengyu Zhang 102 2 0 15 Sep 2021
Self-Training with Differentiable Teacher Simiao Zuo Yue Yu Chen Liang Haoming Jiang Siawpeng Er Chao Zhang T. Zhao H. Zha 96 14 0 15 Sep 2021
ARCH: Efficient Adversarial Regularized Training with Caching Simiao Zuo Chen Liang Haoming Jiang Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen T. Zhao AAML 78 3 0 15 Sep 2021
Connecting degree and polarity: An artificial language learning study Lisa Bylinina Alexey Tikhonov Ekaterina Garmash AI4CE 47 0 0 13 Sep 2021
Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids' Representations Mohsen Fayyaz Ehsan Aghazadeh Ali Modarressi Hosein Mohebbi Mohammad Taher Pilehvar 35 21 0 13 Sep 2021
Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework Abhilash Nandy Soumya Sharma Shubham Maddhashiya K. Sachdeva Pawan Goyal Niloy Ganguly 70 19 0 13 Sep 2021