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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
Utterance-level Dialogue Understanding: An Empirical Study Deepanway Ghosal Navonil Majumder Rada Mihalcea Soujanya Poria 131 23 0 29 Sep 2020
GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing Tao Yu Chien-Sheng Wu Xi Lin Bailin Wang Y. Tan Xinyi Yang Dragomir R. Radev R. Socher Caiming Xiong LMTD 122 257 0 29 Sep 2020
HINT3: Raising the bar for Intent Detection in the Wild Gaurav Arora Chirag Jain Manas Chaturvedi Krupal Modi 185 23 0 29 Sep 2020
Zero-Shot Clinical Acronym Expansion via Latent Meaning Cells Griffin Adams Mert Ketenci Shreyas Bhave A. Perotte Noémie Elhadad BDL 59 0 0 29 Sep 2020
Conversational Semantic Parsing Armen Aghajanyan Jean Maillard Akshat Shrivastava K. Diedrick Mike Haeger ... Yashar Mehdad Ves Stoyanov Anuj Kumar M. Lewis S. Gupta 60 49 0 28 Sep 2020
Domain Adversarial Fine-Tuning as an Effective Regularizer Giorgos Vernikos Katerina Margatina Alexandra Chronopoulou Ion Androutsopoulos 70 15 0 28 Sep 2020
What does it mean to be language-agnostic? Probing multilingual sentence encoders for typological properties Rochelle Choenni Ekaterina Shutova 117 37 0 27 Sep 2020
Multi-timescale Representation Learning in LSTM Language Models Shivangi Mahto Vy A. Vo Javier S. Turek Alexander G. Huth 64 31 0 27 Sep 2020
A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution Hongming Zhang Xinran Zhao Yangqiu Song 73 10 0 27 Sep 2020
Metaphor Detection using Deep Contextualized Word Embeddings Shashwat Aggarwal Ramesh Singh 11 1 0 26 Sep 2020
HetSeq: Distributed GPU Training on Heterogeneous Infrastructure Yifan Ding Nicholas Botzer Tim Weninger VLM MoE 37 8 0 25 Sep 2020
Revealing the Myth of Higher-Order Inference in Coreference Resolution Liyan Xu Jinho Choi 92 101 0 25 Sep 2020
Toward a Thermodynamics of Meaning Jonathan Scott Enderle AI4CE 27 0 0 24 Sep 2020
How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks Keyulu Xu Mozhi Zhang Jingling Li S. Du Ken-ichi Kawarabayashi Stefanie Jegelka MLT 205 313 0 24 Sep 2020
Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences Boon Peng Yap Andrew Koh Jin Jie Chng Eng Siong 80 38 0 24 Sep 2020
A Unifying Review of Deep and Shallow Anomaly Detection Lukas Ruff Jacob R. Kauffmann Robert A. Vandermeulen G. Montavon Wojciech Samek Marius Kloft Thomas G. Dietterich Klaus-Robert Muller UQCV 166 807 0 24 Sep 2020
Deep Learning for Predictive Business Process Monitoring: Review and Benchmark Efrén Rama-Maneiro J. Vidal Manuel Lama 107 77 0 24 Sep 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases Gerhard Weikum Luna Dong Simon Razniewski Fabian M. Suchanek 144 129 0 24 Sep 2020
Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training Hai Ye Qingyu Tan Ruidan He Juntao Li Hwee Tou Ng Lidong Bing VLM 80 7 0 24 Sep 2020
Grounded Compositional Outputs for Adaptive Language Modeling Nikolaos Pappas Phoebe Mulcaire Noah A. Smith KELM 82 7 0 24 Sep 2020
CogniFNN: A Fuzzy Neural Network Framework for Cognitive Word Embedding Evaluation Xinping Liu Zehong Cao Son N. Tran FedML 64 0 0 24 Sep 2020
AnchiBERT: A Pre-Trained Model for Ancient ChineseLanguage Understanding and Generation Huishuang Tian Kexin Yang Dayiheng Liu Jiancheng Lv 74 32 0 24 Sep 2020
Hierarchical Pre-training for Sequence Labelling in Spoken Dialog E. Chapuis Pierre Colombo Matteo Manica Matthieu Labeau Chloé Clavel 173 59 0 23 Sep 2020
Towards a Flexible Embedding Learning Framework Chin-Chia Michael Yeh Dhruv Gelda Zhongfang Zhuang Yan Zheng Liang Gou Wei Zhang 75 9 0 23 Sep 2020
Let's Stop Incorrect Comparisons in End-to-end Relation Extraction! Bruno Taillé Vincent Guigue Geoffrey Scoutheeten Patrick Gallinari 72 9 0 22 Sep 2020
Preserving Integrity in Online Social Networks A. Halevy Cristian Canton Ferrer Hao Ma Umut Ozertem Patrick Pantel Marzieh Saeidi Fabrizio Silvestri Ves Stoyanov 88 59 0 22 Sep 2020
Latin BERT: A Contextual Language Model for Classical Philology David Bamman P. Burns 52 79 0 21 Sep 2020
UCD-CS at W-NUT 2020 Shared Task-3: A Text to Text Approach for COVID-19 Event Extraction on Social Media Congcong Wang David Lillis 70 4 0 21 Sep 2020
Exploring the Linear Subspace Hypothesis in Gender Bias Mitigation Francisco Vargas Ryan Cotterell 108 29 0 20 Sep 2020
Dual-path CNN with Max Gated block for Text-Based Person Re-identification Tinghuai Ma Mingming Yang Huan Rong Yurong Qian Yurong Qian Y. Tian N. Al-Nabhan 84 19 0 20 Sep 2020
Word class flexibility: A deep contextualized approach Bai Li Guillaume Thomas Yang Xu Frank Rudzicz 46 3 0 19 Sep 2020
BioALBERT: A Simple and Effective Pre-trained Language Model for Biomedical Named Entity Recognition Usman Naseem Matloob Khushi V. Reddy S. Rajendran Imran Razzak Jinman Kim 68 63 0 19 Sep 2020
Aggressive Language Detection with Joint Text Normalization via Adversarial Multi-task Learning Shengqiong Wu Hao Fei Donghong Ji 45 5 0 19 Sep 2020
CLEVR Parser: A Graph Parser Library for Geometric Learning on Language Grounded Image Scenes Raeid Saqur Ameet Deshpande GNN NAI 45 0 0 19 Sep 2020
Weight Distillation: Transferring the Knowledge in Neural Network Parameters Ye Lin Yanyang Li Ziyang Wang Bei Li Quan Du Tong Xiao Jingbo Zhu 67 24 0 19 Sep 2020
COMET: A Neural Framework for MT Evaluation Ricardo Rei Craig Alan Stewart Ana C. Farinha A. Lavie 237 1,101 0 18 Sep 2020
FarsTail: A Persian Natural Language Inference Dataset Hossein Amirkhani Mohammad AzariJafari Zohreh Pourjafari Soroush Faridan-Jahromi Zeinab Kouhkan Azadeh Amirak 105 33 0 18 Sep 2020
Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks Trapit Bansal Rishikesh Jha Tsendsuren Munkhdalai Andrew McCallum SSL VLM 115 88 0 17 Sep 2020
A Multimodal Memes Classification: A Survey and Open Research Issues Tariq Habib Afridi A. Alam Muhammad Numan Khan Jawad Khan Young-Koo Lee 74 41 0 17 Sep 2020
GraphCodeBERT: Pre-training Code Representations with Data Flow Daya Guo Shuo Ren Shuai Lu Zhangyin Feng Duyu Tang ... Dawn Drain Neel Sundaresan Jian Yin Daxin Jiang M. Zhou 252 1,171 0 17 Sep 2020
More Embeddings, Better Sequence Labelers? Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 61 10 0 17 Sep 2020
ISCAS at SemEval-2020 Task 5: Pre-trained Transformers for Counterfactual Statement Modeling Yaojie Lu Annan Li Hongyu Lin Xianpei Han Le Sun 31 5 0 17 Sep 2020
End-to-End Neural Event Coreference Resolution Yaojie Lu Hongyu Lin Jialong Tang Xianpei Han Le Sun 66 35 0 17 Sep 2020
Code-switching pre-training for neural machine translation Zhen Yang Bojie Hu Ambyera Han Shen Huang Qi Ju 104 74 0 17 Sep 2020
Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning Bingbing Li Zhenglun Kong Tianyun Zhang Ji Li Hao Sun Hang Liu Caiwen Ding VLM 213 65 0 17 Sep 2020
Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP Hao Fei Yafeng Ren Donghong Ji 74 24 0 16 Sep 2020
Retrofitting Structure-aware Transformer Language Model for End Tasks Hao Fei Yafeng Ren Donghong Ji 46 45 0 16 Sep 2020
Asking Complex Questions with Multi-hop Answer-focused Reasoning Xiyao Ma Qile Zhu Yanlin Zhou Xiaolin Li D. Wu LRM 85 4 0 16 Sep 2020
Evaluating representations by the complexity of learning low-loss predictors William F. Whitney M. Song David Brandfonbrener Jaan Altosaar Kyunghyun Cho 83 24 0 15 Sep 2020
Augmented Natural Language for Generative Sequence Labeling Ben Athiwaratkun Cicero Nogueira dos Santos Jason Krone Bing Xiang VLM 83 65 0 15 Sep 2020