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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
Word Order Does Matter (And Shuffled Language Models Know It) Vinit Ravishankar Mostafa Abdou Artur Kulmizev Anders Søgaard 81 45 0 21 Mar 2022
Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability Yoshinari Fujinuma Jordan L. Boyd-Graber Katharina Kann AAML 151 26 0 21 Mar 2022
Semantic Similarity Computing for Scientific Academic Conferences fused with domain features Runyu Yu Yawen Li Ang Li 50 0 0 21 Mar 2022
Continual Sequence Generation with Adaptive Compositional Modules Yanzhe Zhang Xuezhi Wang Diyi Yang KELM CLL 100 43 0 20 Mar 2022
Differentiable Reasoning over Long Stories -- Assessing Systematic Generalisation in Neural Models Wanshui Li Pasquale Minervini OOD 49 1 0 20 Mar 2022
Parallel Instance Query Network for Named Entity Recognition Yongliang Shen Xiaobin Wang Zeqi Tan Guangwei Xu Pengjun Xie Fei Huang Weiming Lu Yueting Zhuang 89 60 0 20 Mar 2022
DEIM: An effective deep encoding and interaction model for sentence matching Kexin Jiang Yahui Zhao Rong-yi Cui Zhenguo Zhang 76 4 0 20 Mar 2022
Towards Structuring Real-World Data at Scale: Deep Learning for Extracting Key Oncology Information from Clinical Text with Patient-Level Supervision Sam Preston Mu-Hsin Wei Rajesh Rao Robert Tinn Naoto Usuyama ... Paul D. Tittel Naveen Valluri Tristan Naumann Carlo Bifulco Hoifung Poon 67 6 0 20 Mar 2022
On Robust Prefix-Tuning for Text Classification Zonghan Yang Yang Liu VLM 68 21 0 19 Mar 2022
Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging Houquan Zhou Yang Li Zhenghua Li Min Zhang BDL 54 3 0 19 Mar 2022
Learning Compressed Embeddings for On-Device Inference Niketan Pansare J. Katukuri Aditya Arora F. Cipollone R. Shaik Noyan Tokgozoglu Chandru Venkataraman 101 15 0 18 Mar 2022
ERNIE-GeoL: A Geography-and-Language Pre-trained Model and its Applications in Baidu Maps Jizhou Huang Haifeng Wang Yibo Sun Yunsheng Shi Zhengjie Huang An Zhuo Shikun Feng 111 46 0 17 Mar 2022
Better Quality Estimation for Low Resource Corpus Mining Muhammed Yusuf Kocyigit Jiho Lee Derry Wijaya 79 9 0 15 Mar 2022
Signal in Noise: Exploring Meaning Encoded in Random Character Sequences with Character-Aware Language Models Mark Chu Bhargav Srinivasa Desikan E. Nadler Ruggerio L. Sardo Elise Darragh-Ford Douglas Guilbeault 61 0 0 15 Mar 2022
Imputing Out-of-Vocabulary Embeddings with LOVE Makes Language Models Robust with Little Cost Lihu Chen Gaël Varoquaux Fabian M. Suchanek 79 15 0 15 Mar 2022
SCD: Self-Contrastive Decorrelation for Sentence Embeddings T. Klein Moin Nabi SSL 54 26 0 15 Mar 2022
P-STMO: Pre-Trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation Wenkang Shan Zhenhua Liu Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao 3DH 107 125 0 15 Mar 2022
Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations Robert Wolfe Aylin Caliskan VLM 67 14 0 14 Mar 2022
VAST: The Valence-Assessing Semantics Test for Contextualizing Language Models Robert Wolfe Aylin Caliskan 64 13 0 14 Mar 2022
Hierarchical Memory Learning for Fine-Grained Scene Graph Generation Youming Deng Yansheng Li Yongjun Zhang Xiang Xiang Jian Wang Jingdong Chen Jiayi Ma 134 22 0 14 Mar 2022
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities Hsiang-Sheng Tsai Heng-Jui Chang Wen-Chin Huang Zili Huang Kushal Lakhotia ... Hsuan-Jui Chen Shang-Wen Li Shinji Watanabe Abdel-rahman Mohamed Hung-yi Lee 93 110 0 14 Mar 2022
Grounding Commands for Autonomous Vehicles via Layer Fusion with Region-specific Dynamic Layer Attention Hou Pong Chan M. Guo Chengguang Xu 76 4 0 14 Mar 2022
Towards Visual-Prompt Temporal Answering Grounding in Medical Instructional Video Bin Li Yixuan Weng Bin Sun Shutao Li 165 33 0 13 Mar 2022
ORDSIM: Ordinal Regression for E-Commerce Query Similarity Prediction Md. Ahsanul Kabir M. Hasan Aritra Mandal Daniel Tunkelang Zhe Wu DML 45 2 0 13 Mar 2022
G $^3$ SR: Global Graph Guided Session-based Recommendation Zhiwei Deng Changdong Wang Ling Huang Jianhuang Lai Philip S. Yu 72 14 0 12 Mar 2022
Staged Training for Transformer Language Models Sheng Shen Pete Walsh Kurt Keutzer Jesse Dodge Matthew E. Peters Iz Beltagy 68 37 0 11 Mar 2022
Using Word Embeddings to Analyze Protests News Maria Alejandra Cardoza Ceron 33 1 0 11 Mar 2022
Online User Profiling to Detect Social Bots on Twitter Maryam Heidari James H. Jones Özlem Uzuner 56 63 0 09 Mar 2022
Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing Chao Lou Aaron Courville Kewei Tu 91 40 0 09 Mar 2022
Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in Slang Daphna Keidar Andreas Opedal Zhijing Jin Mrinmaya Sachan 87 21 0 09 Mar 2022
It's AI Match: A Two-Step Approach for Schema Matching Using Embeddings Benjamin Hättasch Michael Truong-Ngoc Andreas Schmidt Carsten Binnig 34 15 0 08 Mar 2022
Recent Advances in Neural Text Generation: A Task-Agnostic Survey Chen Tang Frank Guerin Chenghua Lin AI4CE OOD 127 19 0 06 Mar 2022
Feeding What You Need by Understanding What You Learned Xiaoqiang Wang Bang Liu Fangli Xu Bowei Long Siliang Tang Lingfei Wu 85 6 0 05 Mar 2022
Improving Health Mentioning Classification of Tweets using Contrastive Adversarial Training Pervaiz Iqbal Khan Shoaib Ahmed Siddiqui Imran Razzak Andreas Dengel Sheraz Ahmed 46 4 0 03 Mar 2022
Providing Insights for Open-Response Surveys via End-to-End Context-Aware Clustering S. Esmaeilzadeh Brian Williams Davood Shamsi Onar Vikingstad 32 2 0 02 Mar 2022
PKGM: A Pre-trained Knowledge Graph Model for E-commerce Application Wen Zhang Chi-Man Wong Ganqinag Ye Bo Wen Hongting Zhou Wei Zhang Hua-zeng Chen 47 0 0 02 Mar 2022
Incremental Transformer Structure Enhanced Image Inpainting with Masking Positional Encoding Qiaole Dong Chenjie Cao Yanwei Fu CLL 116 139 0 02 Mar 2022
Recent, rapid advancement in visual question answering architecture: a review V. Kodali Daniel Berleant 92 9 0 02 Mar 2022
Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale Laurent Sartran Samuel Barrett A. Kuncoro Milovs Stanojević Phil Blunsom Chris Dyer 98 50 0 01 Mar 2022
DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition Xinyu Wang Yongliang Shen Jiong Cai Tao Wang Xiaobin Wang ... Weiming Lu Yueting Zhuang Kewei Tu Wei Lu Yong Jiang 131 44 0 01 Mar 2022
Structure Extraction in Task-Oriented Dialogues with Slot Clustering Liang Qiu Chien-Sheng Wu Wenhao Liu Caiming Xiong 92 8 0 28 Feb 2022
Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation Chulun Zhou Fandong Meng Jie Zhou Hao Fei Hongji Wang Jinsong Su 56 15 0 28 Feb 2022
KMIR: A Benchmark for Evaluating Knowledge Memorization, Identification and Reasoning Abilities of Language Models Daniel Gao Yantao Jia Lei Li Chengzhen Fu Zhicheng Dou Hao Jiang Xinyu Zhang Lei Chen Bo Zhao KELM 74 8 0 28 Feb 2022
Enhancing Legal Argument Mining with Domain Pre-training and Neural Networks Gechuan Zhang P. Nulty David Lillis AILaw 45 17 0 27 Feb 2022
BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task Maria Mahbub Sudarshan Srinivasan Edmon Begoli Gregory D. Peterson 79 11 0 26 Feb 2022
Deep Learning, Natural Language Processing, and Explainable Artificial Intelligence in the Biomedical Domain M. Moradi Matthias Samwald 136 8 0 25 Feb 2022
Deep Understanding based Multi-Document Machine Reading Comprehension Feiliang Ren Yongkang Liu Bochao Li Zhibo Wang Yu Guo Shilei Liu Huimin Wu Jiaqi Wang Chunchao Liu Bingchao Wang 34 2 0 25 Feb 2022
TrimBERT: Tailoring BERT for Trade-offs S. N. Sridhar Anthony Sarah Sairam Sundaresan MQ 76 4 0 24 Feb 2022
Pretraining without Wordpieces: Learning Over a Vocabulary of Millions of Words Zhangyin Feng Duyu Tang Cong Zhou Junwei Liao Shuangzhi Wu Xiaocheng Feng Bing Qin Yunbo Cao Shuming Shi VLM 69 9 0 24 Feb 2022
Phrase-Based Affordance Detection via Cyclic Bilateral Interaction Liangsheng Lu Wei Zhai Hongcheng Luo Yu Kang Yang Cao 99 21 0 24 Feb 2022