v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Few-Shot Visual Question Generation: A Novel Task and Benchmark Datasets Anurag Roy David Johnson Ekka Saptarshi Ghosh Abir Das 62 1 0 13 Oct 2022
Spontaneous Emerging Preference in Two-tower Language Model Zhengqi He Taro Toyoizumi LRM 50 1 0 13 Oct 2022
On the Explainability of Natural Language Processing Deep Models Julia El Zini M. Awad 65 88 0 13 Oct 2022
An Empirical Study on Finding Spans Weiwei Gu Boyuan Zheng Yunmo Chen Tongfei Chen Benjamin Van Durme 54 4 0 13 Oct 2022
DATScore: Evaluating Translation with Data Augmented Translations Moussa Kamal Eddine Guokan Shang Michalis Vazirgiannis 73 5 0 12 Oct 2022
GULP: a prediction-based metric between representations Enric Boix Adserà Hannah Lawrence George Stepaniants Philippe Rigollet 85 11 0 12 Oct 2022
Are Sample-Efficient NLP Models More Robust? Nelson F. Liu Ananya Kumar Percy Liang Robin Jia VLM OOD 67 6 0 12 Oct 2022
Relational Graph Convolutional Neural Networks for Multihop Reasoning: A Comparative Study Ieva Staliunaite P. Gorinski Ignacio Iacobacci GNN 59 0 0 12 Oct 2022
Task Compass: Scaling Multi-task Pre-training with Task Prefix Zhuosheng Zhang Shuohang Wang Yichong Xu Yuwei Fang Wenhao Yu Yang Liu Han Zhao Chenguang Zhu Michael Zeng SSL LRM 70 16 0 12 Oct 2022
Aggregating Crowdsourced and Automatic Judgments to Scale Up a Corpus of Anaphoric Reference for Fiction and Wikipedia Texts Juntao Yu Silviu Paun Maris Camilleri Paloma Carretero García Jon Chamberlain Udo Kruschwitz Massimo Poesio 56 8 0 11 Oct 2022
Instance Regularization for Discriminative Language Model Pre-training Zhuosheng Zhang Hai Zhao M. Zhou 95 1 0 11 Oct 2022
Word Sense Induction with Hierarchical Clustering and Mutual Information Maximization Hadi Abdine Moussa Kamal Eddine Michalis Vazirgiannis Davide Buscaldi 38 1 0 11 Oct 2022
Deep Span Representations for Named Entity Recognition Enwei Zhu Yiyang Liu Jinpeng Li 70 11 0 09 Oct 2022
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts Asahi Ushio Leonardo Neves Vítor Silva Francesco Barbieri Jose Camacho-Collados 92 30 0 07 Oct 2022
Event Extraction: A Survey Viet Dac Lai 101 9 0 07 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 285 99 0 06 Oct 2022
Are word boundaries useful for unsupervised language learning? Tu Nguyen Maureen de Seyssel Robin Algayres Patricia Roze Ewan Dunbar Emmanuel Dupoux 85 9 0 06 Oct 2022
Debiasing isn't enough! -- On the Effectiveness of Debiasing MLMs and their Social Biases in Downstream Tasks Masahiro Kaneko Danushka Bollegala Naoaki Okazaki 102 46 0 06 Oct 2022
Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption Garam Lee Minsoo Kim J. Park Seung-won Hwang Jung Hee Cheon 91 18 0 05 Oct 2022
Token Classification for Disambiguating Medical Abbreviations Mucahit Cevik Sanaz Jafari Mitchell Myers Savaş Yıldırım 57 0 0 05 Oct 2022
Unsupervised Sentence Textual Similarity with Compositional Phrase Semantics Zihao Wang Jiaheng Dou Yong Zhang OT 69 5 0 05 Oct 2022
Learning to Collocate Visual-Linguistic Neural Modules for Image Captioning Xu Yang Hanwang Zhang Chongyang Gao Jianfei Cai MLLM 87 10 0 04 Oct 2022
Lexical semantics enhanced neural word embeddings Dongqiang Yang Ning Li Li Zou Hongwei Ma 67 4 0 03 Oct 2022
Synonym Detection Using Syntactic Dependency And Neural Embeddings Dongqiang Yang Pikun Wang Xiaodong Sun Ningxi Li NAI 59 1 0 30 Sep 2022
Evaluation of taxonomic and neural embedding methods for calculating semantic similarity Dongqiang Yang Yanqin Yin 70 3 0 30 Sep 2022
PART: Pre-trained Authorship Representation Transformer Javier Huertas-Tato Álvaro Huertas-García Alejandro Martín 137 9 0 30 Sep 2022
Improving Molecular Pretraining with Complementary Featurizations Yanqiao Zhu Dingshuo Chen Yuanqi Du Yingze Wang Qiang Liu Shu Wu AI4CE 70 7 0 29 Sep 2022
Domain-aware Self-supervised Pre-training for Label-Efficient Meme Analysis Shivam Sharma Mohd Khizir Siddiqui Md. Shad Akhtar Tanmoy Chakraborty SSL 40 5 0 29 Sep 2022
Downstream Datasets Make Surprisingly Good Pretraining Corpora Kundan Krishna Saurabh Garg Jeffrey P. Bigham Zachary Chase Lipton 108 33 0 28 Sep 2022
Clinical Language Understanding Evaluation (CLUE) Travis R. Goodwin Dina Demner-Fushman ELM LM&MA 28 1 0 28 Sep 2022
TVLT: Textless Vision-Language Transformer Zineng Tang Jaemin Cho Yixin Nie Joey Tianyi Zhou VLM 137 31 0 28 Sep 2022
YATO: Yet Another deep learning based Text analysis Open toolkit Zeqiang Wang Yile Wang Jiageng Wu Zhiyang Teng Jie Yang 100 3 0 28 Sep 2022
Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification Arnav Ladkat Aamir Miyajiwala Samiksha Jagadale Rekha Kulkarni Raviraj Joshi VLM 77 4 0 26 Sep 2022
End-to-End Lyrics Recognition with Self-supervised Learning Xiangyu Zhang Shuyue Stella Li Zhanhong He R. Togneri Leibny Paola García 52 0 0 26 Sep 2022
Entailment Semantics Can Be Extracted from an Ideal Language Model William Merrill Alex Warstadt Tal Linzen 179 14 0 26 Sep 2022
Augmenting Interpretable Models with LLMs during Training Chandan Singh Armin Askari R. Caruana Jianfeng Gao 102 43 0 23 Sep 2022
Zero-shot Domain Adaptation for Neural Machine Translation with Retrieved Phrase-level Prompts Zewei Sun Qingnan Jiang Shujian Huang Jun Cao Shanbo Cheng Mingxuan Wang VLM 114 8 0 23 Sep 2022
Semantic-based Pre-training for Dialogue Understanding Xuefeng Bai Linfeng Song Yue Zhang 97 7 0 19 Sep 2022
Joint Language Semantic and Structure Embedding for Knowledge Graph Completion Jianhao Shen Chenguang Wang Linyuan Gong Dawn Song 119 32 0 19 Sep 2022
Negation, Coordination, and Quantifiers in Contextualized Language Models A. Kalouli Rita Sevastjanova C. Beck Maribel Romero 90 12 0 16 Sep 2022
TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter Xinyang Zhang Yury Malkov Omar U. Florez Serim Park Brian McWilliams Jiawei Han Ahmed El-Kishky VLM 109 94 0 15 Sep 2022
A semantic hierarchical graph neural network for text classification Shuai Hua Xinxin Li Yun Jing Qu Liu 59 3 0 15 Sep 2022
Can Offline Reinforcement Learning Help Natural Language Understanding? Ziqi Zhang Yile Wang Yue Zhang Donglin Wang OffRL 84 0 0 15 Sep 2022
How to Find Strong Summary Coherence Measures? A Toolbox and a Comparative Study for Summary Coherence Measure Evaluation Julius Steen K. Markert HILM 44 4 0 14 Sep 2022
Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words Hao Wang Chi-Liang Liu Nuwa Xi Sendong Zhao Meizhi Ju Shiwei Zhang Ziheng Zhang Yefeng Zheng Bing Qin Ting Liu VLM AAML LM&MA 110 6 0 14 Sep 2022
CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task Ricardo Rei Marcos Vinícius Treviso Nuno M. Guerreiro Chrysoula Zerva Ana C. Farinha ... T. Glushkova Duarte M. Alves A. Lavie Luísa Coheur André F. T. Martins 219 159 0 13 Sep 2022
Socially Enhanced Situation Awareness from Microblogs using Artificial Intelligence: A Survey Rabindra Lamsal Aaron Harwood M. Read 101 21 0 13 Sep 2022
T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition Asahi Ushio Jose Camacho-Collados 75 75 0 09 Sep 2022
Pre-Training a Graph Recurrent Network for Language Representation Yile Wang Linyi Yang Zhiyang Teng M. Zhou Yue Zhang GNN 81 1 0 08 Sep 2022
On the Effectiveness of Compact Biomedical Transformers Omid Rohanian Mohammadmahdi Nouriborji Samaneh Kouchaki David Clifton MedIm 87 31 0 07 Sep 2022