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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
Resilient and Adaptive Framework for Large Scale Android Malware Fingerprinting using Deep Learning and NLP Techniques E. Karbab M. Debbabi AAML 38 4 0 27 May 2021
Leveraging Linguistic Coordination in Reranking N-Best Candidates For End-to-End Response Selection Using BERT Mingzhi Yu Diane Litman 31 2 0 27 May 2021
Inspecting the concept knowledge graph encoded by modern language models Carlos Aspillaga Marcelo Mendoza Alvaro Soto 77 13 0 27 May 2021
Semantic Frame Induction using Masked Word Embeddings and Two-Step Clustering Kosuke Yamada Ryohei Sasano Koichi Takeda 39 11 0 27 May 2021
Verb Sense Clustering using Contextualized Word Representations for Semantic Frame Induction Kosuke Yamada Ryohei Sasano Koichi Takeda 44 7 0 27 May 2021
RAW-C: Relatedness of Ambiguous Words--in Context (A New Lexical Resource for English) Sean Trott Benjamin Bergen 137 20 0 27 May 2021
Path-based knowledge reasoning with textual semantic information for medical knowledge graph completion Yinyu Lan Shizhu He Xiangrong Zeng Shengping Liu Kang Liu Jun Zhao 57 27 0 27 May 2021
LMMS Reloaded: Transformer-based Sense Embeddings for Disambiguation and Beyond Daniel Loureiro A. Jorge Jose Camacho-Collados 94 26 0 26 May 2021
NukeLM: Pre-Trained and Fine-Tuned Language Models for the Nuclear and Energy Domains Lee Burke K. Pazdernik D. Fortin Benjamin J. Wilson Rustam Goychayev J. Mattingly 37 3 0 25 May 2021
Empirical Error Modeling Improves Robustness of Noisy Neural Sequence Labeling Marcin Namysl Sven Behnke Joachim Kohler NoLa 59 5 0 25 May 2021
Classifying Math KCs via Task-Adaptive Pre-Trained BERT J. Shen Michiharu Yamashita Ethan Prihar Neil T. Heffernan Xintao Wu Sean McGrew Dongwon Lee 33 0 0 24 May 2021
De-identification of Privacy-related Entities in Job Postings Kristian Nørgaard Jensen Mike Zhang Barbara Plank 51 16 0 24 May 2021
Structural Pre-training for Dialogue Comprehension Zhuosheng Zhang Hai Zhao 94 31 0 23 May 2021
CEREC: A Corpus for Entity Resolution in Email Conversations Parag Dakle D. Moldovan 25 4 0 21 May 2021
Pretrained Language Models for Text Generation: A Survey Junyi Li Tianyi Tang Wayne Xin Zhao Ji-Rong Wen LM&MA VLM SyDa 106 192 0 21 May 2021
A Non-Linear Structural Probe Jennifer C. White Tiago Pimentel Naomi Saphra Ryan Cotterell 55 25 0 21 May 2021
Boosting Span-based Joint Entity and Relation Extraction via Squence Tagging Mechanism Shezheng Song Shasha Li Jie Yu Jun Ma Bin Ji 55 4 0 21 May 2021
VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding Hu Xu Gargi Ghosh Po-Yao (Bernie) Huang Prahal Arora Masoumeh Aminzadeh Christoph Feichtenhofer Florian Metze Luke Zettlemoyer 97 133 0 20 May 2021
A comparative evaluation and analysis of three generations of Distributional Semantic Models Alessandro Lenci Magnus Sahlgren Patrick Jeuniaux Amaru Cuba Gyllensten Martina Miliani 88 52 0 20 May 2021
KLUE: Korean Language Understanding Evaluation Sungjoon Park Jihyung Moon Sungdong Kim Won Ik Cho Jiyoon Han ... Seonghyun Kim Lucy Park Alice Oh Jung-Woo Ha Kyunghyun Cho ELM VLM 145 198 0 20 May 2021
Computational Morphology with Neural Network Approaches Ling Liu AI4CE 102 8 0 19 May 2021
Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence Jian Guan Xiaoxi Mao Changjie Fan Zitao Liu Wenbiao Ding Minlie Huang AuLLM 106 83 0 19 May 2021
CoTexT: Multi-task Learning with Code-Text Transformer Long Phan H. Tran Daniel Le Hieu Duy Nguyen J. Anibal Alec Peltekian Yanfang Ye 92 136 0 18 May 2021
WOVe: Incorporating Word Order in GloVe Word Embeddings Mohammed Ibrahim Susan Gauch Tyler Gerth Brandon Cox 18 3 0 18 May 2021
Fine-grained Interpretation and Causation Analysis in Deep NLP Models Hassan Sajjad Narine Kokhlikyan Fahim Dalvi Nadir Durrani MILM 87 8 0 17 May 2021
SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising K. Xuan Yongbo Wang Yongliang Wang Zujie Wen Yang Dong VLM 76 54 0 17 May 2021
Protein sequence-to-structure learning: Is this the end(-to-end revolution)? É. Laine Stephan Eismann A. Elofsson Sergei Grudinin OOD 3DV 104 34 0 16 May 2021
The Low-Dimensional Linear Geometry of Contextualized Word Representations Evan Hernandez Jacob Andreas MILM 106 45 0 15 May 2021
Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition Yongliang Shen Xinyin Ma Zeqi Tan Shuai Zhang Wen Wang Weiming Lu 106 180 0 14 May 2021
Long Short-term Memory RNN Christian Bakke Vennerød Adrian Kjærran Erling Stray Bugge AI4TS 38 28 0 14 May 2021
Empirical Analysis of Image Caption Generation using Deep Learning Aditya R. Bhattacharya Eshwar Shamanna Girishekar Padmakar Anil Deshpande 35 1 0 14 May 2021
Thematic Fit Bits: Annotation Quality and Quantity Interplay for Event Participant Representation Yuval Marton A. Sayeed 30 5 0 13 May 2021
Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level Ruiqi Zhong Dhruba Ghosh Dan Klein Jacob Steinhardt 93 36 0 13 May 2021
Ensemble Making Few-Shot Learning Stronger Qing Lin Yongbin Liu Wen Wen Z. Tao ViT 38 12 0 12 May 2021
Global Structure-Aware Drum Transcription Based on Self-Attention Mechanisms Ryoto Ishizuka Ryo Nishikimi Kazuyoshi Yoshii 53 6 0 12 May 2021
Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders Chen Xu Bojie Hu Yanyang Li Yuhao Zhang Shen Huang Qi Ju Tong Xiao Jingbo Zhu 80 78 0 12 May 2021
!Qué maravilla! Multimodal Sarcasm Detection in Spanish: a Dataset and a Baseline Khalid Alnajjar Mika Hämäläinen 68 9 0 12 May 2021
Role of Artificial Intelligence in Detection of Hateful Speech for Hinglish Data on Social Media Ananya Srivastava Md Musleh Uddin Hasan Bhargav D. Yagnik Rahee Walambe K. Kotecha 57 8 0 11 May 2021
Word-level Human Interpretable Scoring Mechanism for Novel Text Detection Using Tsetlin Machines Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao 84 20 0 10 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 225 280 0 10 May 2021
Speech2Slot: An End-to-End Knowledge-based Slot Filling from Speech Pengwei Wang X. Ye Xiaohuan Zhou Jinghui Xie Hao Wang 62 6 0 10 May 2021
Lawformer: A Pre-trained Language Model for Chinese Legal Long Documents Chaojun Xiao Xueyu Hu Zhiyuan Liu Cunchao Tu Maosong Sun AILaw ELM 104 245 0 09 May 2021
Enhancing Transformers with Gradient Boosted Decision Trees for NLI Fine-Tuning Benjamin Minixhofer Milan Gritta Ignacio Iacobacci AI4CE 30 5 0 08 May 2021
NLP-IIS@UT at SemEval-2021 Task 4: Machine Reading Comprehension using the Long Document Transformer Hossein Basafa Sajad Movahedi A. Ebrahimi A. Shakery Heshaam Faili RALM 57 2 0 08 May 2021
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 103 148 0 08 May 2021
Improving Cross-Lingual Reading Comprehension with Self-Training Wei-Ping Huang Chien-yu Huang Hung-yi Lee LRM 83 1 0 08 May 2021
Are Pre-trained Convolutions Better than Pre-trained Transformers? Yi Tay Mostafa Dehghani J. Gupta Dara Bahri V. Aribandi Zhen Qin Donald Metzler AI4CE 84 49 0 07 May 2021
Hone as You Read: A Practical Type of Interactive Summarization Tanner A. Bohn Charles X. Ling 67 9 0 06 May 2021
Bird's Eye: Probing for Linguistic Graph Structures with a Simple Information-Theoretic Approach Buse Giledereli Mrinmaya Sachan 58 10 0 06 May 2021
GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph Junhan Yang Zheng Liu Shitao Xiao Chaozhuo Li Defu Lian Sanjay Agrawal Amit Singh Guangzhong Sun Xing Xie AI4CE 100 160 0 06 May 2021