v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Evaluating Pretrained Transformer Models for Entity Linking in Task-Oriented Dialog Sai Muralidhar Jayanthi Varsha Embar Karthik Raghunathan 58 7 0 15 Dec 2021
One System to Rule them All: a Universal Intent Recognition System for Customer Service Chatbots Juan Camilo Vásquez-Correa J. Guerrero-Sierra Jose Luis Pemberty-Tamayo Juan Esteban Jaramillo Andres Felipe Tejada-Castro 73 4 0 15 Dec 2021
Named entity recognition architecture combining contextual and global features T. Hanh A. Doucet Nicolas Sidère Jose G. Moreno Senja Pollak NAI 49 12 0 15 Dec 2021
On the Use of External Data for Spoken Named Entity Recognition Ankita Pasad Felix Wu Suwon Shon Karen Livescu Kyu Jeong Han 95 16 0 14 Dec 2021
LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework Mengjie Zhao Fei Mi Yasheng Wang Minglei Li Xin Jiang Qun Liu Hinrich Schütze RALM 115 11 0 14 Dec 2021
Measuring Fairness with Biased Rulers: A Survey on Quantifying Biases in Pretrained Language Models Pieter Delobelle E. Tokpo T. Calders Bettina Berendt 71 25 0 14 Dec 2021
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts Nan Du Yanping Huang Andrew M. Dai Simon Tong Dmitry Lepikhin ... Kun Zhang Quoc V. Le Yonghui Wu Zhiwen Chen Claire Cui ALM MoE 324 835 0 13 Dec 2021
VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks Yi-Lin Sung Jaemin Cho Joey Tianyi Zhou VLM VPVLM 114 360 0 13 Dec 2021
ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition Xinyu Wang Min Gui Yong Jiang Zixia Jia Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 97 55 0 13 Dec 2021
Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry Karl Lowenmark C. Taal S. Schnabel Marcus Liwicki Fredrik Sandin 52 7 0 11 Dec 2021
Improving the Question Answering Quality using Answer Candidate Filtering based on Natural-Language Features Aleksandr Gashkov A. Perevalov M. Eltsova A. Both 42 3 0 10 Dec 2021
Rethinking the Authorship Verification Experimental Setups Florin Brad Andrei Manolache Elena Burceanu Antonio Bărbălău Radu Tudor Ionescu Marius Popescu 46 5 0 09 Dec 2021
Multimodal Pre-Training Model for Sequence-based Prediction of Protein-Protein Interaction Yang Xue Zijing Liu Xiaomin Fang Fan Wang 118 8 0 09 Dec 2021
SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-Training for Spatial-Aware Visual Representations Zhenyu Li Zehui Chen Ang Li Liangji Fang Qinhong Jiang Xianming Liu Junjun Jiang Bolei Zhou Hang Zhao 3DPC SSL 102 66 0 09 Dec 2021
Quantifying Adaptability in Pre-trained Language Models with 500 Tasks Belinda Z. Li Jane A. Yu Madian Khabsa Luke Zettlemoyer A. Halevy Jacob Andreas ELM 91 17 0 06 Dec 2021
VAE based Text Style Transfer with Pivot Words Enhancement Learning Haoran Xu Sixing Lu Zhongkai Sun Chengyuan Ma Chenlei Guo 71 10 0 06 Dec 2021
General Facial Representation Learning in a Visual-Linguistic Manner Yinglin Zheng Hao Yang Ting Zhang Jianmin Bao Dongdong Chen Yangyu Huang Lu Yuan Dong Chen Ming Zeng Fang Wen CVBM 214 176 0 06 Dec 2021
Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing Shilin Zhou Qingrong Xia Zhenghua Li Yu Zhang Yu Hong Min Zhang 49 9 0 06 Dec 2021
An Effective GCN-based Hierarchical Multi-label classification for Protein Function Prediction Kyudam Choi Yurim Lee Cheongwon Kim MinSung Yoon 25 7 0 06 Dec 2021
Representation Learning for Conversational Data using Discourse Mutual Information Maximization Bishal Santra Sumegh Roychowdhury Aishik Mandal Vasu Gurram Atharva Naik Manish Gupta Pawan Goyal SSL 89 4 0 04 Dec 2021
Survey on English Entity Linking on Wikidata Cedric Moller Jens Lehmann Ricardo Usbeck KELM 73 22 0 03 Dec 2021
Evaluating NLP Systems On a Novel Cloze Task: Judging the Plausibility of Possible Fillers in Instructional Texts Zizhao Hu Ravikiran Chanumolu Xingyu Lin Nayela Ayaz Vincent Chi ELM 24 4 0 03 Dec 2021
InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation Pierre Colombo Chloe Clave Pablo Piantanida 134 44 0 02 Dec 2021
FNR: A Similarity and Transformer-Based Approach to Detect Multi-Modal Fake News in Social Media Faeze Ghorbanpour Maryam Ramezani M. A. Fazli Hamid R. Rabiee 47 22 0 02 Dec 2021
Unsupervised Law Article Mining based on Deep Pre-Trained Language Representation Models with Application to the Italian Civil Code Andrea Tagarelli Andrea Simeri AILaw 107 46 0 02 Dec 2021
CO-STAR: Conceptualisation of Stereotypes for Analysis and Reasoning Teyun Kwon Anandha Gopalan 87 2 0 01 Dec 2021
Domain-oriented Language Pre-training with Adaptive Hybrid Masking and Optimal Transport Alignment Denghui Zhang Zixuan Yuan Yanchi Liu Hao Liu Fuzhen Zhuang Hui Xiong Haifeng Chen VLM 42 3 0 01 Dec 2021
DPRK-BERT: The Supreme Language Model Arda Akdemir Yeojoo Jeon OffRL 46 1 0 01 Dec 2021
NER-BERT: A Pre-trained Model for Low-Resource Entity Tagging Zihan Liu Feijun Jiang Yuxiang Hu Chen Shi Pascale Fung 126 38 0 01 Dec 2021
Leveraging Sequence Embedding and Convolutional Neural Network for Protein Function Prediction Wei-Cheng Tseng Po-Han Chi Jiahong Wu Min Sun 33 1 0 01 Dec 2021
Interactive Model with Structural Loss for Language-based Abductive Reasoning Linhao Li Ming Xu Yongfeng Dong Xin Li Ao Wang 93 2 0 01 Dec 2021
Zero-Shot Cross-Lingual Transfer in Legal Domain Using Transformer Models Zein Shaheen G. Wohlgenannt Dmitry Muromtsev AILaw VLM 25 3 0 28 Nov 2021
Tapping BERT for Preposition Sense Disambiguation Siddhesh Pawar S. Thombre Anirudh Mittal Girishkumar Ponkiya P. Bhattacharyya 59 2 0 27 Nov 2021
TunBERT: Pretrained Contextualized Text Representation for Tunisian Dialect Abir Messaoudi Ahmed Cheikhrouhou Hatem Haddad Nourchene Ferchichi Moez BenHajhmida Abir Korched Malek Naski Faten Ghriss Amine Kerkeni 25 10 0 25 Nov 2021
Temporal Effects on Pre-trained Models for Language Processing Tasks Oshin Agarwal A. Nenkova VLM 102 57 0 24 Nov 2021
ViCE: Improving Dense Representation Learning by Superpixelization and Contrasting Cluster Assignment Robin Karlsson Tomoki Hayashi Keisuke Fujii Alexander Carballo Kento Ohtani K. Takeda SSL 75 4 0 24 Nov 2021
Using Distributional Principles for the Semantic Study of Contextual Language Models Olivier Ferret 67 1 0 23 Nov 2021
Using Language Model to Bootstrap Human Activity Recognition Ambient Sensors Based in Smart Homes Damien Bouchabou S. Nguyen Christopher Lohr Benoit Leduc Ioannis Kanellos 42 31 0 23 Nov 2021
Capitalization and Punctuation Restoration: a Survey V. Pais D. Tufis 80 19 0 21 Nov 2021
Simple End-to-end Deep Learning Model for CDR-H3 Loop Structure Prediction N. Zenkova E. Sedykh T. Shugaeva Vladislav Strashko Timofei Ermak A. Shpilman 14 4 0 20 Nov 2021
Toxicity Detection can be Sensitive to the Conversational Context Alexandros Xenos John Pavlopoulos Ion Androutsopoulos Lucas Dixon Jeffrey Scott Sorensen Leo Laugier 54 7 0 19 Nov 2021
Merging Models with Fisher-Weighted Averaging Michael Matena Colin Raffel FedML MoMe 116 403 0 18 Nov 2021
RoBERTuito: a pre-trained language model for social media text in Spanish Juan Manuel Pérez D. Furman Laura Alonso Alemany Franco Luque 75 100 0 18 Nov 2021
Interpreting Language Models Through Knowledge Graph Extraction Vinitra Swamy Angelika Romanou Martin Jaggi 65 20 0 16 Nov 2021
STAMP 4 NLP -- An Agile Framework for Rapid Quality-Driven NLP Applications Development Philipp Kohl Oliver Schmidts Lars Klöser H. Werth Bodo Kraft Albert Zündorf VLM 38 1 0 16 Nov 2021
Automated scholarly paper review: Concepts, technologies, and challenges Jialiang Lin Jiaxin Song Zhangping Zhou Yidong Chen X. Shi 120 16 0 15 Nov 2021
Time Waits for No One! Analysis and Challenges of Temporal Misalignment Kelvin Luu Daniel Khashabi Suchin Gururangan Karishma Mandyam Noah A. Smith 122 92 0 14 Nov 2021
Forecasting Crude Oil Price Using Event Extraction Jiangwei Liu Xiaohong Huang 50 24 0 14 Nov 2021
A Practical guide on Explainable AI Techniques applied on Biomedical use case applications Adrien Bennetot Ivan Donadello Ayoub El Qadi M. Dragoni Thomas Frossard ... M. Trocan Raja Chatila Andreas Holzinger Artur Garcez Natalia Díaz Rodríguez XAI 68 9 0 13 Nov 2021
Using Deep Learning to Identify Patients with Cognitive Impairment in Electronic Health Records Tanish Tyagi C. Magdamo Ayush Noori Zhaozhi Li Xiao-Yang Liu ... B. Hyman D. Blacker S. Mukerji M. P. M. Brandon Westover Sudeshna Das 34 3 0 13 Nov 2021