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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
Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey Kento Nozawa Issei Sato AI4TS 141 5 0 18 Apr 2022
What If: Generating Code to Answer Simulation Questions G. Peretz Kira Radinsky 77 3 0 16 Apr 2022
Persua: A Visual Interactive System to Enhance the Persuasiveness of Arguments in Online Discussion Meng Xia Qian Zhu Xingbo Wang Fei-Fei Nei Huamin Qu Xiaojuan Ma 61 23 0 16 Apr 2022
Probing Script Knowledge from Pre-Trained Models Zijian Jin Xingyu Zhang Mo Yu Lifu Huang 60 5 0 16 Apr 2022
MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation Simiao Zuo Qingru Zhang Chen Liang Pengcheng He T. Zhao Weizhu Chen MoE 195 41 0 15 Apr 2022
Evaluation Benchmarks for Spanish Sentence Representations Vladimir Araujo Andrés Carvallo Souvik Kundu J. Canete Marcelo Mendoza Robert E. Mercer Felipe Bravo-Marquez Marie-Francine Moens Alvaro Soto ELM 64 10 0 15 Apr 2022
Evaluating Factuality in Text Simplification Ashwin Devaraj William Sheffield Byron C. Wallace Junyi Jessy Li HILM 88 43 0 15 Apr 2022
Analysing similarities between legal court documents using natural language processing approaches based on Transformers R. S. Oliveira E. G. S. Nascimento AILaw 16 2 0 14 Apr 2022
Label Semantic Aware Pre-training for Few-shot Text Classification Aaron Mueller Jason Krone Salvatore Romeo Saab Mansour Elman Mansimov Yi Zhang Dan Roth VLM 67 38 0 14 Apr 2022
XLMRQA: Open-Domain Question Answering on Vietnamese Wikipedia-based Textual Knowledge Source Kiet Van Nguyen Phong Nguyen-Thuan Do N. D. Nguyen Tin Van Huynh A. Nguyen Ngan Luu-Thuy Nguyen 78 6 0 14 Apr 2022
Shedding New Light on the Language of the Dark Web Y. Jin Eugene Jang Yongjae Lee Seung-Eui Shin Jin-Woo Chung 57 19 0 14 Apr 2022
The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer Pavel Efimov Leonid Boytsov E. Arslanova Pavel Braslavski 56 7 0 13 Apr 2022
A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets Pervaiz Iqbal Khan Imran Razzak Andreas Dengel Sheraz Ahmed MedIm 50 5 0 13 Apr 2022
HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection Zheng Chu Ziqing Yang Yiming Cui Zhigang Chen Ming Liu 76 4 0 13 Apr 2022
Delving Deep into Regularity: A Simple but Effective Method for Chinese Named Entity Recognition Yingjie Gu Xiaoye Qu Zhefeng Wang Yitao Zheng Baoxing Huai N. Yuan 80 31 0 12 Apr 2022
A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition Yuxuan Chen Jonas Mikkelsen Arne Binder Christoph Alt Leonhard Hennig 72 2 0 11 Apr 2022
Word Embeddings Are Capable of Capturing Rhythmic Similarity of Words Hosein Rezaei 23 2 0 11 Apr 2022
Parameter-Efficient Tuning by Manipulating Hidden States of Pretrained Language Models For Classification Tasks Haoran Yang Piji Li Wai Lam 77 4 0 10 Apr 2022
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective Xiao Wang Shihan Dou Li Xiong Yicheng Zou Qi Zhang Tao Gui Liang Qiao Zhanzhan Cheng Xuanjing Huang 71 27 0 09 Apr 2022
Classification of Natural Language Processing Techniques for Requirements Engineering Liping Zhao Waad Alhoshan Alessio Ferrari Keletso J. Letsholo VLM AI4TS 70 10 0 08 Apr 2022
Contextual Representation Learning beyond Masked Language Modeling Zhiyi Fu Wangchunshu Zhou Jingjing Xu Hao Zhou Lei Li 78 26 0 08 Apr 2022
KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media Wenqian Zhang Shangbin Feng Zilong Chen Zhenyu Lei Jundong Li Minnan Luo 87 24 0 08 Apr 2022
BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model Hongyi Yuan Zheng Yuan Ruyi Gan Jiaxing Zhang Yutao Xie Sheng Yu LM&MA 98 132 0 08 Apr 2022
Transformer-Based Self-Supervised Learning for Emotion Recognition Juan Vazquez-Rodriguez G. Lefebvre Julien Cumin James L. Crowley 88 25 0 08 Apr 2022
SecureBERT: A Domain-Specific Language Model for Cybersecurity Ehsan Aghaei Xi Niu W. Shadid E. Al-Shaer 77 98 0 06 Apr 2022
A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning Ruichao Yang Jing Ma Hongzhan Lin Wei Gao 73 32 0 06 Apr 2022
Data Augmentation for Intent Classification with Off-the-shelf Large Language Models Gaurav Sahu Pau Rodríguez López I. Laradji Parmida Atighehchian David Vazquez Dzmitry Bahdanau 82 64 0 05 Apr 2022
An Analysis of Semantically-Aligned Speech-Text Embeddings M. Huzaifah Ivan Kukanov 90 8 0 04 Apr 2022
A Part-of-Speech Tagger for Yiddish S. Kulick Neville Ryant Beatrice Santorini Joel C. Wallenberg Assaf Urieli 28 0 0 03 Apr 2022
Graph Enhanced BERT for Query Understanding Juanhui Li Yao Ma Weizhen Zeng Suqi Cheng Jiliang Tang Shuaiqiang Wang D. Yin 49 9 0 03 Apr 2022
Efficient comparison of sentence embeddings Spyros Zoupanos Stratis Kolovos Athanasios Kanavos Orestis Papadimitriou M. Maragoudakis 38 12 0 02 Apr 2022
A Dual-Contrastive Framework for Low-Resource Cross-Lingual Named Entity Recognition Yingwen Fu Nankai Lin Ziyu Yang Shengyi Jiang 101 4 0 02 Apr 2022
CharacterBERT and Self-Teaching for Improving the Robustness of Dense Retrievers on Queries with Typos Shengyao Zhuang Guido Zuccon OOD 96 30 0 01 Apr 2022
Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language Andy Zeng Maria Attarian Brian Ichter K. Choromanski Adrian S. Wong ... Michael S. Ryoo Vikas Sindhwani Johnny Lee Vincent Vanhoucke Peter R. Florence ReLM LRM 186 589 0 01 Apr 2022
Syntax-informed Question Answering with Heterogeneous Graph Transformer Fangyi Zhu Lok You Tan See-Kiong Ng S. Bressan 99 3 0 01 Apr 2022
Making Pre-trained Language Models End-to-end Few-shot Learners with Contrastive Prompt Tuning Ziyun Xu Chengyu Wang Minghui Qiu Fuli Luo Runxin Xu Songfang Huang Jun Huang VLM 103 34 0 01 Apr 2022
Interpretation of Black Box NLP Models: A Survey Shivani Choudhary N. Chatterjee S. K. Saha FAtt 86 11 0 31 Mar 2022
CTA-RNN: Channel and Temporal-wise Attention RNN Leveraging Pre-trained ASR Embeddings for Speech Emotion Recognition Chengxin Chen Pengyuan Zhang AI4TS 60 10 0 31 Mar 2022
When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning Chuizheng Meng Sungyong Seo Defu Cao Sam Griesemer Yan Liu PINN AI4CE 127 59 0 31 Mar 2022
Graph Refinement for Coreference Resolution Lesly Miculicich James Henderson 118 12 0 30 Mar 2022
Specialized Document Embeddings for Aspect-based Similarity of Research Papers Malte Ostendorff Till Blume Terry Ruas Bela Gipp Georg Rehm 74 16 0 28 Mar 2022
ANNA: Enhanced Language Representation for Question Answering Changwook Jun Hansol Jang Myoseop Sim Hyun Kim Jooyoung Choi Kyungkoo Min Kyunghoon Bae 73 8 0 28 Mar 2022
Integrating Physiological Time Series and Clinical Notes with Transformer for Early Prediction of Sepsis Yuqing Wang Yun Zhao R. Callcut Linda R. Petzold 69 19 0 28 Mar 2022
Reinforcement Guided Multi-Task Learning Framework for Low-Resource Stereotype Detection Rajkumar Pujari Erik Oveson Priyanka Kulkarni E. Nouri 112 10 0 27 Mar 2022
A Survey on Aspect-Based Sentiment Classification Gianni Brauwers Flavius Frasincar LLMAG 102 120 0 27 Mar 2022
Knowledge Mining with Scene Text for Fine-Grained Recognition Hao Wang Junchao Liao Tianheng Cheng Zewen Gao Hao Liu Bo Ren X. Bai Wenyu Liu 70 15 0 27 Mar 2022
Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages Ehsan Aghazadeh Mohsen Fayyaz Yadollah Yaghoobzadeh 66 53 0 26 Mar 2022
MQDD: Pre-training of Multimodal Question Duplicity Detection for Software Engineering Domain Jan Pasek Jakub Sido Miloslav Konopík O. Pražák 42 1 0 26 Mar 2022
Joint Transformer/RNN Architecture for Gesture Typing in Indic Languages Emil Biju Anirudh Sriram Mitesh M. Khapra Pratyush Kumar 30 3 0 26 Mar 2022
Factual Consistency of Multilingual Pretrained Language Models Constanza Fierro Anders Søgaard HILM 70 16 0 22 Mar 2022