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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
MC-BERT: Efficient Language Pre-Training via a Meta Controller Zhenhui Xu Linyuan Gong Guolin Ke Di He Shuxin Zheng Liwei Wang Jiang Bian Tie-Yan Liu BDL 65 18 0 10 Jun 2020
DFraud3- Multi-Component Fraud Detection freeof Cold-start Saeedreza Shehnepoor R. Togneri Wei Liu Bennamoun AAML 63 5 0 10 Jun 2020
Self-supervised Learning from a Multi-view Perspective Yao-Hung Hubert Tsai Yue Wu Ruslan Salakhutdinov Louis-Philippe Morency SSL 95 30 0 10 Jun 2020
Modeling Label Semantics for Predicting Emotional Reactions Radhika Gaonkar Heeyoung Kwon Mohaddeseh Bastan Niranjan Balasubramanian Nathanael Chambers 51 29 0 09 Jun 2020
Combination of abstractive and extractive approaches for summarization of long scientific texts Vladislav Tretyak Denis Stepanov 43 10 0 09 Jun 2020
Misinformation Has High Perplexity Nayeon Lee Yejin Bang Andrea Madotto Pascale Fung 87 29 0 08 Jun 2020
Pre-training Polish Transformer-based Language Models at Scale Slawomir Dadas Michal Perelkiewicz Rafal Poswiata 98 39 0 07 Jun 2020
Language Models as Fact Checkers? Nayeon Lee Belinda Z. Li Sinong Wang Wen-tau Yih Hao Ma Madian Khabsa KELM HILM LRM 95 75 0 07 Jun 2020
Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases W. Guo Aylin Caliskan 74 245 0 06 Jun 2020
A Cross-Task Analysis of Text Span Representations Shubham Toshniwal Freda Shi Bowen Shi Lingyu Gao Karen Livescu Kevin Gimpel 88 36 0 06 Jun 2020
Auxiliary Signal-Guided Knowledge Encoder-Decoder for Medical Report Generation Mingjie Li Fuyu Wang Xiaojun Chang Xiaodan Liang MedIm 93 107 0 06 Jun 2020
UDPipe at EvaLatin 2020: Contextualized Embeddings and Treebank Embeddings Milan Straka Jana Straková 72 21 0 05 Jun 2020
GMAT: Global Memory Augmentation for Transformers Ankit Gupta Jonathan Berant RALM 83 50 0 05 Jun 2020
Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing Zihang Dai Guokun Lai Yiming Yang Quoc V. Le 144 236 0 05 Jun 2020
DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature Chaoran Cheng Fei Tan Zhi Wei 86 7 0 05 Jun 2020
Event Arguments Extraction via Dilate Gated Convolutional Neural Network with Enhanced Local Features Zhigang Kan Linbo Qiao Sen Yang Feng Liu Feng Huang 19 10 0 02 Jun 2020
Subjective Question Answering: Deciphering the inner workings of Transformers in the realm of subjectivity Lukas Muttenthaler 59 3 0 02 Jun 2020
Exploring Cross-sentence Contexts for Named Entity Recognition with BERT Jouni Luoma S. Pyysalo 82 83 0 02 Jun 2020
WikiBERT models: deep transfer learning for many languages S. Pyysalo Jenna Kanerva Antti Virtanen Filip Ginter KELM 100 38 0 02 Jun 2020
Context-based Transformer Models for Answer Sentence Selection Ivano Lauriola Alessandro Moschitti 29 3 0 01 Jun 2020
Emergence of Separable Manifolds in Deep Language Representations Jonathan Mamou Hang Le Miguel Angel del Rio Cory Stephenson Hanlin Tang Yoon Kim SueYeon Chung AAML AI4CE 107 40 0 01 Jun 2020
Amnesic Probing: Behavioral Explanation with Amnesic Counterfactuals Yanai Elazar Shauli Ravfogel Alon Jacovi Yoav Goldberg 106 25 0 01 Jun 2020
Conversational Machine Comprehension: a Literature Review Somil Gupta Bhanu Pratap Singh Rawat Hong Yu 81 22 0 01 Jun 2020
Neural Unsupervised Domain Adaptation in NLP---A Survey Alan Ramponi Barbara Plank OOD 147 259 0 31 May 2020
A Survey on Transfer Learning in Natural Language Processing Zaid Alyafeai Maged S. Alshaibani Irfan Ahmad 91 75 0 31 May 2020
Neural Entity Linking: A Survey of Models Based on Deep Learning Ozge Sevgili Artem Shelmanov Mikhail V. Arkhipov Sergey Petrakov Christian Biemann VLM 3DV AI4TS 135 123 0 31 May 2020
Benchmarking BioRelEx for Entity Tagging and Relation Extraction Abhinav Bhatt Kaustubh D. Dhole 64 2 0 31 May 2020
Rethinking Assumptions in Deep Anomaly Detection Lukas Ruff Robert A. Vandermeulen Billy Joe Franks Klaus-Robert Muller Marius Kloft 137 91 0 30 May 2020
Deep Job Understanding at LinkedIn Shan Li Baoxu Shi Jaewon Yang Ji Yan Shuai Wang Fei Chen Qi He HAI 57 34 0 29 May 2020
Stance Prediction for Contemporary Issues: Data and Experiments Marjan Hosseinia Eduard Constantin Dragut Arjun Mukherjee 79 31 0 29 May 2020
A Comparative Study of Lexical Substitution Approaches based on Neural Language Models N. Arefyev Boris Sheludko Alexander Podolskiy Sergey Petrakov 37 10 0 29 May 2020
SLAM-Inspired Simultaneous Contextualization and Interpreting for Incremental Conversation Sentences Yusuke Takimoto Yosuke Fukuchi Shoya Matsumori M. Imai 57 2 0 29 May 2020
On Incorporating Structural Information to improve Dialogue Response Generation Nikita Moghe Priyesh Vijayan Balaraman Ravindran Mitesh M. Khapra 136 6 0 28 May 2020
Joint Modelling of Emotion and Abusive Language Detection S. Rajamanickam Pushkar Mishra H. Yannakoudakis Ekaterina Shutova 70 57 0 28 May 2020
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs Dong Bok Lee Seanie Lee Woo Tae Jeong Donghwan Kim Sung Ju Hwang 79 71 0 28 May 2020
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing Ruisheng Cao Su Zhu Chenyu Yang Chen Liu Rao Ma Yanbin Zhao Lu Chen Kai Yu 122 47 0 27 May 2020
Syntactic Structure Distillation Pretraining For Bidirectional Encoders A. Kuncoro Lingpeng Kong Daniel Fried Dani Yogatama Laura Rimell Chris Dyer Phil Blunsom 97 34 0 27 May 2020
CausaLM: Causal Model Explanation Through Counterfactual Language Models Amir Feder Nadav Oved Uri Shalit Roi Reichart CML LRM 186 162 0 27 May 2020
Establishing a New State-of-the-Art for French Named Entity Recognition Pedro Ortiz Suarez Yoann Dupont Benjamin Muller Laurent Romary Benoît Sagot 42 17 0 27 May 2020
Rethinking Dialogue State Tracking with Reasoning Lizi Liao Yunshan Ma Wenqiang Lei Tat-Seng Chua OffRL 77 2 0 27 May 2020
BERT-XML: Large Scale Automated ICD Coding Using BERT Pretraining Zachariah Zhang Jingshu Liu N. Razavian 73 74 0 26 May 2020
ParsBERT: Transformer-based Model for Persian Language Understanding Mehrdad Farahani Mohammad Gharachorloo Marzieh Farahani Mohammad Manthouri 101 210 0 26 May 2020
A review of sentiment analysis research in Arabic language Oumaima Oueslati Min Zhang M. Hajhmida Habib Ounelli 53 167 0 25 May 2020
An Audio-enriched BERT-based Framework for Spoken Multiple-choice Question Answering Chia-Chih Kuo Shang-Bao Luo Kuan-Yu Chen 71 17 0 25 May 2020
Sentiment Analysis: Automatically Detecting Valence, Emotions, and Other Affectual States from Text Saif M. Mohammad 78 316 0 25 May 2020
Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers Anne Lauscher Olga Majewska Leonardo F. R. Ribeiro Iryna Gurevych Nikolai Rozanov Goran Glavaš KELM 84 81 0 24 May 2020
MASK: A flexible framework to facilitate de-identification of clinical texts Nikola Milosevic Gangamma Kalappa H. Dadafarin M. Azimaee Goran Nenadic OOD 30 6 0 24 May 2020
End-to-end Named Entity Recognition from English Speech Hemant Yadav Sreyan Ghosh Yi Yu R. Shah 69 57 0 22 May 2020
Improving Segmentation for Technical Support Problems Kushal Chauhan Abhirut Gupta 31 1 0 22 May 2020
Classification and Clustering of arXiv Documents, Sections, and Abstracts, Comparing Encodings of Natural and Mathematical Language Philipp Scharpf M. Schubotz Abdou Youssef Felix Hamborg Norman Meuschke Bela Gipp AIMat 81 21 0 22 May 2020