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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
Ensemble Transfer Learning for Multilingual Coreference Resolution T. Lai Heng Ji 46 1 0 22 Jan 2023
Interpretability in Activation Space Analysis of Transformers: A Focused Survey Soniya Vijayakumar AI4CE 66 4 0 22 Jan 2023
Differentially Private Natural Language Models: Recent Advances and Future Directions Lijie Hu Ivan Habernal Lei Shen Di Wang AAML 98 19 0 22 Jan 2023
RILS: Masked Visual Reconstruction in Language Semantic Space Shusheng Yang Yixiao Ge Kun Yi Dian Li Ying Shan Xiaohu Qie Xinggang Wang CLIP 95 11 0 17 Jan 2023
Multimodal Side-Tuning for Document Classification S. P. Zingaro G. Lisanti M. Gabbrielli 53 6 0 16 Jan 2023
tieval: An Evaluation Framework for Temporal Information Extraction Systems Hugo Sousa A. Jorge Ricardo Campos 128 6 0 11 Jan 2023
Few-shot Learning for Cross-Target Stance Detection by Aggregating Multimodal Embeddings Parisa Jamadi Khiabani A. Zubiaga 90 12 0 11 Jan 2023
GPT as Knowledge Worker: A Zero-Shot Evaluation of (AI)CPA Capabilities Jillian Bommarito M. Bommarito Daniel Martin Katz Jessica Katz ELM 73 55 0 11 Jan 2023
Topics in Contextualised Attention Embeddings Mozhgan Talebpour A. G. S. D. Herrera Shoaib Jameel 69 2 0 11 Jan 2023
Channel-aware Decoupling Network for Multi-turn Dialogue Comprehension Zhuosheng Zhang Hai Zhao Longxiang Liu BDL 93 2 0 10 Jan 2023
Universal Multimodal Representation for Language Understanding Zhuosheng Zhang Kehai Chen Rui Wang Masao Utiyama Eiichiro Sumita Z. Li Hai Zhao SSL 109 22 0 09 Jan 2023
MOTOR: A Time-To-Event Foundation Model For Structured Medical Records E. Steinberg Jason Alan Fries Yizhe Xu N. Shah OOD AI4TS 159 19 0 09 Jan 2023
Traditional Readability Formulas Compared for English Bruce W. Lee J. Lee AIMat 91 6 0 08 Jan 2023
RLAS-BIABC: A Reinforcement Learning-Based Answer Selection Using the BERT Model Boosted by an Improved ABC Algorithm Hamid Gharagozlou J. Mohammadzadeh A. Bastanfard S. S. Ghidary 48 35 0 07 Jan 2023
Facilitating Contrastive Learning of Discourse Relational Senses by Exploiting the Hierarchy of Sense Relations Wanqiu Long Bonnie Webber 106 34 0 06 Jan 2023
Can Large Language Models Change User Preference Adversarially? Varshini Subhash AAML 97 8 0 05 Jan 2023
GIVL: Improving Geographical Inclusivity of Vision-Language Models with Pre-Training Methods Da Yin Feng Gao Govind Thattai Michael F. Johnston Kai-Wei Chang VLM 94 15 0 05 Jan 2023
A comprehensive review of automatic text summarization techniques: method, data, evaluation and coding D. Cajueiro A. G. Nery Igor Tavares Maísa Kely de Melo Silvia A. dos Reis Weigang Li V. R. R. Celestino 86 15 0 04 Jan 2023
Tsetlin Machine Embedding: Representing Words Using Logical Expressions Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao Rohan Kumar Yadav Jivitesh Sharma NAI 56 13 0 02 Jan 2023
Integrating Semantic Information into Sketchy Reading Module of Retro-Reader for Vietnamese Machine Reading Comprehension Hang Le Viet-Duc Ho Duc-Vu Nguyen Ngan Luu-Thuy Nguyen 72 2 0 01 Jan 2023
GPT Takes the Bar Exam M. Bommarito Daniel Martin Katz ELM 81 156 0 29 Dec 2022
Automatic Recognition and Classification of Future Work Sentences from Academic Articles in a Specific Domain Chengzhi Zhang Yi Xiang Wenke Hao Zhicheng Li Yuchen Qian Yuzhuo Wang 48 11 0 28 Dec 2022
A Survey on Knowledge-Enhanced Pre-trained Language Models Chaoqi Zhen Yanlei Shang Xiangyu Liu Yifei Li Yong Chen Dell Zhang VLM KELM 92 3 0 27 Dec 2022
MicroBERT: Effective Training of Low-resource Monolingual BERTs through Parameter Reduction and Multitask Learning Luke Gessler Amir Zeldes 79 14 0 23 Dec 2022
SERENGETI: Massively Multilingual Language Models for Africa Ife Adebara AbdelRahim Elmadany Muhammad Abdul-Mageed Alcides Alcoba Inciarte 76 33 0 21 Dec 2022
Character-Aware Models Improve Visual Text Rendering Rosanne Liu Daniel H Garrette Chitwan Saharia William Chan Adam Roberts Sharan Narang Irina Blok R. Mical Mohammad Norouzi Noah Constant VLM 117 74 0 20 Dec 2022
Pretraining Without Attention Junxiong Wang J. Yan Albert Gu Alexander M. Rush 96 49 0 20 Dec 2022
Trustworthy Social Bias Measurement Rishi Bommasani Percy Liang 76 11 0 20 Dec 2022
A Measure-Theoretic Characterization of Tight Language Models Li Du Lucas Torroba Hennigen Tiago Pimentel Clara Meister Jason Eisner Ryan Cotterell 100 32 0 20 Dec 2022
Is GPT-3 a Good Data Annotator? Bosheng Ding Chengwei Qin Linlin Liu Yew Ken Chia Shafiq Joty Boyang Albert Li Lidong Bing 95 250 0 20 Dec 2022
EIT: Enhanced Interactive Transformer Tong Zheng Bei Li Huiwen Bao Tong Xiao Jingbo Zhu 119 2 0 20 Dec 2022
PLUE: Language Understanding Evaluation Benchmark for Privacy Policies in English Jianfeng Chi Wasi Uddin Ahmad Yuan Tian Kai-Wei Chang AILaw ELM 55 11 0 20 Dec 2022
Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training Jing-ling Huang Zhengxuan Wu Kyle Mahowald Christopher Potts 87 14 0 19 Dec 2022
Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media S. Zanwar Daniel Wiechmann Yu Qiao E. Kerz AI4MH 61 5 0 19 Dec 2022
Do CoNLL-2003 Named Entity Taggers Still Work Well in 2023? Shuheng Liu Alan Ritter AI4TS 87 13 0 19 Dec 2022
Enriching Relation Extraction with OpenIE Alessandro Temperoni M. Biryukov Martin Theobald 51 1 0 19 Dec 2022
On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning Chenghao Xiao Yang Long Noura Al Moubayed 80 10 0 18 Dec 2022
Recall, Expand and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing Chengyue Jiang Wenyang Hui Yong Jiang Xiaobin Wang Pengjun Xie Kewei Tu 86 4 0 18 Dec 2022
Rarely a problem? Language models exhibit inverse scaling in their predictions following few-type quantifiers J. Michaelov Benjamin Bergen 44 17 0 16 Dec 2022
Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-Generation Qian Yang Qian Chen Wen Wang Baotian Hu Min Zhang 103 27 0 16 Dec 2022
The KITMUS Test: Evaluating Knowledge Integration from Multiple Sources in Natural Language Understanding Systems Akshatha Arodi Martin Pömsl Kaheer Suleman Adam Trischler Alexandra Olteanu Jackie C.K. Cheung ELM 75 5 0 15 Dec 2022
MANTa: Efficient Gradient-Based Tokenization for Robust End-to-End Language Modeling Nathan Godey Roman Castagné Eric Villemonte de la Clergerie Benoît Sagot 45 3 0 14 Dec 2022
VTCC-NLP at NL4Opt competition subtask 1: An Ensemble Pre-trained language models for Named Entity Recognition Xuan-Dung Doan 73 6 0 14 Dec 2022
Explainability of Text Processing and Retrieval Methods: A Critical Survey Sourav Saha Debapriyo Majumdar Mandar Mitra 96 5 0 14 Dec 2022
AsPOS: Assamese Part of Speech Tagger using Deep Learning Approach Dhrubajyoti Pathak Sukumar Nandi Priyankoo Sarmah 62 7 0 14 Dec 2022
Distantly-Supervised Named Entity Recognition with Adaptive Teacher Learning and Fine-grained Student Ensemble Xiaoye Qu Jun Zeng Daizong Liu Zhefeng Wang Baoxing Huai Pan Zhou 76 22 0 13 Dec 2022
Quant 4.0: Engineering Quantitative Investment with Automated, Explainable and Knowledge-driven Artificial Intelligence Jian Guo Saizhuo Wang L. Ni H. Shum AIFin 99 8 0 13 Dec 2022
TencentPretrain: A Scalable and Flexible Toolkit for Pre-training Models of Different Modalities Zhe Zhao Yudong Li Cheng-An Hou Jing-xin Zhao Rong Tian ... Xingwu Sun Zhanhui Kang Xiaoyong Du Linlin Shen Kimmo Yan VLM 106 24 0 13 Dec 2022
Real-World Compositional Generalization with Disentangled Sequence-to-Sequence Learning Hao Zheng Mirella Lapata OOD CoGe DRL 64 5 0 12 Dec 2022
Domain Adaptation of Transformer-Based Models using Unlabeled Data for Relevance and Polarity Classification of German Customer Feedback Ahmad Idrissi-Yaghir Henning Schafer Nadja Bauer Christoph M. Friedrich 80 6 0 12 Dec 2022