v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Scaling Laws for Transfer Danny Hernandez Jared Kaplan T. Henighan Sam McCandlish 113 251 0 02 Feb 2021
Generative Spoken Language Modeling from Raw Audio Kushal Lakhotia Evgeny Kharitonov Wei-Ning Hsu Yossi Adi Adam Polyak ... Tu Nguyen Jade Copet Alexei Baevski A. Mohamed Emmanuel Dupoux AuLLM 322 366 0 01 Feb 2021
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models Nora Kassner Philipp Dufter Hinrich Schütze 105 141 0 01 Feb 2021
CD2CR: Co-reference Resolution Across Documents and Domains James Ravenscroft Arie Cattan A. Clare Ido Dagan Maria Liakata 139 8 0 29 Jan 2021
LOME: Large Ontology Multilingual Extraction Patrick Xia Guanghui Qin Siddharth Vashishtha Yunmo Chen Tongfei Chen Chandler May Craig Harman Kyle Rawlins A. White Benjamin Van Durme 115 42 0 28 Jan 2021
A transformer based approach for fighting COVID-19 fake news S. M. S. Shifath Mohammad Faiyaz Khan Md. Saiful Islam MedIm 66 23 0 28 Jan 2021
The Role of Syntactic Planning in Compositional Image Captioning Emanuele Bugliarello Desmond Elliott CoGe 68 14 0 28 Jan 2021
Explaining Natural Language Processing Classifiers with Occlusion and Language Modeling David Harbecke AAML 57 2 0 28 Jan 2021
Scheduled Sampling in Vision-Language Pretraining with Decoupled Encoder-Decoder Network Yehao Li Yingwei Pan Ting Yao Jingwen Chen Tao Mei VLM 97 53 0 27 Jan 2021
On the Evolution of Syntactic Information Encoded by BERT's Contextualized Representations Laura Pérez-Mayos Roberto Carlini Miguel Ballesteros Leo Wanner 64 7 0 27 Jan 2021
FGNET-RH: Fine-Grained Named Entity Typing via Refinement in Hyperbolic Space Muhammad Asif Ali Yifang Sun Bing Li Wei Wang 45 1 0 27 Jan 2021
CLiMP: A Benchmark for Chinese Language Model Evaluation Beilei Xiang Changbing Yang Yu Li Alex Warstadt Katharina Kann ALM 58 42 0 26 Jan 2021
Named Entity Recognition in the Style of Object Detection Bing Li 54 4 0 26 Jan 2021
Coloring the Black Box: What Synesthesia Tells Us about Character Embeddings Katharina Kann Mauro M. Monsalve-Mercado 60 2 0 26 Jan 2021
Model-agnostic interpretation by visualization of feature perturbations Wilson E. Marcílio-Jr D. M. Eler Fabricio A. Breve AAML 50 1 0 26 Jan 2021
PolyLM: Learning about Polysemy through Language Modeling Alan Ansell Felipe Bravo-Marquez Bernhard Pfahringer 52 11 0 25 Jan 2021
PAWLS: PDF Annotation With Labels and Structure Mark Neumann Zejiang Shen Sam Skjonsberg 97 20 0 25 Jan 2021
TDMSci: A Specialized Corpus for Scientific Literature Entity Tagging of Tasks Datasets and Metrics Yufang Hou Charles Jochim Martin Gleize Francesca Bonin Debasis Ganguly 89 48 0 25 Jan 2021
A Hybrid Approach to Measure Semantic Relatedness in Biomedical Concepts Katikapalli Subramanyam Kalyan S. Sangeetha 80 9 0 25 Jan 2021
Cross-lingual Visual Pre-training for Multimodal Machine Translation Ozan Caglayan Menekse Kuyu Mustafa Sercan Amac Pranava Madhyastha Erkut Erdem Aykut Erdem Lucia Specia VLM 84 46 0 25 Jan 2021
GP: Context-free Grammar Pre-training for Text-to-SQL Parsers Liang Zhao Hexin Cao Yunsong Zhao AI4CE 72 11 0 25 Jan 2021
Evaluating Models of Robust Word Recognition with Serial Reproduction Stephan C. Meylan Sathvik Nair Thomas Griffiths 57 4 0 24 Jan 2021
Dictionary-based Debiasing of Pre-trained Word Embeddings Masahiro Kaneko Danushka Bollegala FaML 97 38 0 23 Jan 2021
Training Multilingual Pre-trained Language Model with Byte-level Subwords Junqiu Wei Qun Liu Yinpeng Guo Xin Jiang 63 20 0 23 Jan 2021
Effects of Pre- and Post-Processing on type-based Embeddings in Lexical Semantic Change Detection Jens Kaiser Sinan Kurtyigit Serge Kotchourko Dominik Schlechtweg 82 10 0 22 Jan 2021
Evaluation Discrepancy Discovery: A Sentence Compression Case-study Yevgeniy Puzikov 21 0 0 22 Jan 2021
Lexical semantic change for Ancient Greek and Latin Valerio Perrone Simon Hengchen M. Palma A. Vatri Jim Q. Smith Barbara McGillivray 79 8 0 22 Jan 2021
Enhanced word embeddings using multi-semantic representation through lexical chains Terry Ruas C. H. P. Ferreira W. Grosky F. O. França D. D. Medeiros 96 18 0 22 Jan 2021
HASOCOne@FIRE-HASOC2020: Using BERT and Multilingual BERT models for Hate Speech Detection Suman Dowlagar R. Mamidi 45 21 0 22 Jan 2021
CMSAOne@Dravidian-CodeMix-FIRE2020: A Meta Embedding and Transformer model for Code-Mixed Sentiment Analysis on Social Media Text Suman Dowlagar R. Mamidi 58 13 0 22 Jan 2021
PalmTree: Learning an Assembly Language Model for Instruction Embedding Xuezixiang Li Qu Yu Heng Yin 102 155 0 21 Jan 2021
Multi-sense embeddings through a word sense disambiguation process Terry Ruas W. Grosky Akiko Aizawa 109 40 0 21 Jan 2021
Word Alignment by Fine-tuning Embeddings on Parallel Corpora Zi-Yi Dou Graham Neubig 206 272 0 20 Jan 2021
Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates Artem Shelmanov Dmitri Puzyrev L. Kupriyanova D. Belyakov Daniil Larionov Nikita Khromov Olga Kozlova Ekaterina Artemova Dmitry V. Dylov Sergey Petrakov BDL UQLM UQCV 103 55 0 20 Jan 2021
Challenges for Computational Lexical Semantic Change Simon Hengchen Nina Tahmasebi Dominik Schlechtweg Haim Dubossarsky 78 28 0 19 Jan 2021
Situation and Behavior Understanding by Trope Detection on Films Chen-Hsi Chang Hung-Ting Su Jui-Heng Hsu Yu-Siang Wang Yu-Cheng Chang Zhe-Yu Liu Ya-Liang Chang Wen-Feng Cheng Ke-Jyun Wang Winston H. Hsu 138 7 0 19 Jan 2021
Natural Language Specification of Reinforcement Learning Policies through Differentiable Decision Trees Pradyumna Tambwekar Andrew Silva N. Gopalan Matthew C. Gombolay 91 9 0 18 Jan 2021
HinFlair: pre-trained contextual string embeddings for pos tagging and text classification in the Hindi language Harsh Patel VLM AI4CE 39 1 0 18 Jan 2021
Linguistically-Enriched and Context-Aware Zero-shot Slot Filling A.B. Siddique Fuad Jamour Vagelis Hristidis 80 26 0 16 Jan 2021
A Survey on Extraction of Causal Relations from Natural Language Text Jie Yang S. Han Josiah Poon 3DV CML 151 90 0 16 Jan 2021
Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests Jiaao Chen Diyi Yang 86 20 0 16 Jan 2021
Directed Diversity: Leveraging Language Embedding Distances for Collective Creativity in Crowd Ideation Samuel Rhys Cox Yunlong Wang Ashraf Abdul Christian von der Weth Brian Y. Lim 65 36 0 15 Jan 2021
Interpretable Multi-Head Self-Attention model for Sarcasm Detection in social media Ramya Akula Ivan I. Garibay 42 2 0 14 Jan 2021
ECOL: Early Detection of COVID Lies Using Content, Prior Knowledge and Source Information Ipek Baris Zeyd Boukhers 50 9 0 14 Jan 2021
Training Data Leakage Analysis in Language Models Huseyin A. Inan Osman Ramadan Lukas Wutschitz Daniel Jones Victor Rühle James Withers Robert Sim MIACV PILM 105 9 0 14 Jan 2021
EventPlus: A Temporal Event Understanding Pipeline Mingyu Derek Ma Jiao Sun Mu Yang Kung-Hsiang Huang Nuan Wen Shikhar Singh Rujun Han Nanyun Peng 78 31 0 13 Jan 2021
Neural Contract Element Extraction Revisited: Letters from Sesame Street Ilias Chalkidis Manos Fergadiotis Prodromos Malakasiotis Ion Androutsopoulos 69 17 0 12 Jan 2021
Quantum Mathematics in Artificial Intelligence Dominic Widdows Kirsty Kitto T. Cohen AI4CE 107 16 0 12 Jan 2021
Screen2Vec: Semantic Embedding of GUI Screens and GUI Components Toby Jia-Jun Li Lindsay Popowski Tom Michael Mitchell Brad A. Myers 87 105 0 11 Jan 2021
A More Efficient Chinese Named Entity Recognition base on BERT and Syntactic Analysis Xiao Fu Guijun Zhang 30 1 0 11 Jan 2021