v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Cyberbullying Detection with Fairness Constraints O. Gencoglu 106 49 0 09 May 2020
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations Samson Tan Shafiq Joty Min-Yen Kan R. Socher 230 105 0 09 May 2020
LinCE: A Centralized Benchmark for Linguistic Code-switching Evaluation Gustavo Aguilar Sudipta Kar Thamar Solorio 70 118 0 09 May 2020
Probing Linguistic Systematicity Emily Goodwin Koustuv Sinha Timothy J. O'Donnell 151 58 0 08 May 2020
Temporal Common Sense Acquisition with Minimal Supervision Ben Zhou Qiang Ning Daniel Khashabi Dan Roth 79 92 0 08 May 2020
SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics Da Yin Tao Meng Kai-Wei Chang 95 139 0 08 May 2020
Comparative Analysis of Word Embeddings for Capturing Word Similarities Martina Toshevska Frosina Stojanovska Jovan Kalajdjieski 50 28 0 08 May 2020
SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization Yang Gao Wei Zhao Steffen Eger ELM 128 126 0 07 May 2020
JASS: Japanese-specific Sequence to Sequence Pre-training for Neural Machine Translation Zhuoyuan Mao Fabien Cromierès Raj Dabre Haiyue Song Sadao Kurohashi 94 4 0 07 May 2020
Weakly-Supervised Neural Response Selection from an Ensemble of Task-Specialised Dialogue Agents Asir Saeed Khai Mai Pham Quang Nhat Minh Nguyen Tuan Duc Danushka Bollegala 41 0 0 06 May 2020
Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics Guy Edward Toh Emerson BDL 44 8 0 06 May 2020
What are the Goals of Distributional Semantics? Guy Edward Toh Emerson 93 26 0 06 May 2020
Learning Architectures from an Extended Search Space for Language Modeling Yinqiao Li Chi Hu Yuhao Zhang Nuo Xu Yufan Jiang Tong Xiao Jingbo Zhu Tongran Liu Changliang Li 71 10 0 06 May 2020
Moving Down the Long Tail of Word Sense Disambiguation with Gloss-Informed Biencoders Terra Blevins Luke Zettlemoyer 79 167 0 06 May 2020
Neural Syntactic Preordering for Controlled Paraphrase Generation Tanya Goyal Greg Durrett BDL 63 106 0 05 May 2020
FarsBase-KBP: A Knowledge Base Population System for the Persian Knowledge Graph Majid Asgari-Bidhendi Behrooz Janfada B. Minaei-Bidgoli 11 4 0 04 May 2020
Spying on your neighbors: Fine-grained probing of contextual embeddings for information about surrounding words Josef Klafka Allyson Ettinger 88 43 0 04 May 2020
Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction Raphael Schumann Lili Mou Yao Lu Olga Vechtomova K. Markert 259 42 0 04 May 2020
A Tale of a Probe and a Parser Rowan Hall Maudslay Josef Valvoda Tiago Pimentel Adina Williams Ryan Cotterell 86 55 0 04 May 2020
Code and Named Entity Recognition in StackOverflow Jeniya Tabassum Mounica Maddela Wei Xu Alan Ritter 146 119 0 04 May 2020
Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition? Abhinav Shukla Stavros Petridis Maja Pantic SSL 102 28 0 04 May 2020
From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? Reut Tsarfaty Dan Bareket Stav Klein Amit Seker 95 40 0 04 May 2020
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation Wei Zhao Goran Glavaš Maxime Peyrard Yang Gao Robert West Steffen Eger ELM 108 63 0 03 May 2020
Similarity Analysis of Contextual Word Representation Models John M. Wu Yonatan Belinkov Hassan Sajjad Nadir Durrani Fahim Dalvi James R. Glass 123 75 0 03 May 2020
Emergence of Syntax Needs Minimal Supervision Raphaël Bailly Kata Gábor 100 5 0 03 May 2020
A Formal Critique of the Value of the Colombian Páramo Juan Afanador 26 0 0 03 May 2020
An Accurate Model for Predicting the (Graded) Effect of Context in Word Similarity Based on Bert Wei Bao Hongshu Che Jiandong Zhang 28 11 0 03 May 2020
Improving Aspect-Level Sentiment Analysis with Aspect Extraction Navonil Majumder Rishabh Bhardwaj Soujanya Poria Amir Zadeh Alexander Gelbukh Amir Hussain Louis-Philippe Morency 64 31 0 03 May 2020
How Does Selective Mechanism Improve Self-Attention Networks? Xinwei Geng Longyue Wang Xing Wang Bing Qin Ting Liu Zhaopeng Tu AAML 95 37 0 03 May 2020
Efficient Second-Order TreeCRF for Neural Dependency Parsing Yu Zhang Zhenghua Li Min Zhang 103 105 0 03 May 2020
How Can We Accelerate Progress Towards Human-like Linguistic Generalization? Tal Linzen 308 195 0 03 May 2020
Single Model Ensemble using Pseudo-Tags and Distinct Vectors Ryosuke Kuwabara Jun Suzuki Hideki Nakayama VLM 31 3 0 02 May 2020
IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization Wenxuan Zhou Bill Yuchen Lin Xiang Ren 107 25 0 02 May 2020
Treebank Embedding Vectors for Out-of-domain Dependency Parsing Joachim Wagner James Barry Jennifer Foster 44 9 0 02 May 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 173 530 0 02 May 2020
ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data Woojeong Jin Rahul Khanna Suji Kim Dong-Ho Lee Fred Morstatter Aram Galstyan Xiang Ren AI4TS 93 39 0 02 May 2020
Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer Jieyu Zhao Subhabrata Mukherjee Saghar Hosseini Kai-Wei Chang Ahmed Hassan Awadallah 111 91 0 02 May 2020
KLEJ: Comprehensive Benchmark for Polish Language Understanding Piotr Rybak Robert Mroczkowski Janusz Tracz Ireneusz Gawlik ELM 73 84 0 01 May 2020
Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset Xiang Yue Bernal Jimenez Gutierrez Huan Sun 138 49 0 01 May 2020
GoEmotions: A Dataset of Fine-Grained Emotions Dorottya Demszky Dana Movshovitz-Attias Jeongwoo Ko Alan S. Cowen Gaurav Nemade Sujith Ravi AI4MH 108 726 0 01 May 2020
Partially-Typed NER Datasets Integration: Connecting Practice to Theory Shi Zhi Liyuan Liu Yu Zhang Shiyin Wang Qi Li Chao Zhang Jiawei Han 44 4 0 01 May 2020
Improving Broad-Coverage Medical Entity Linking with Semantic Type Prediction and Large-Scale Datasets Shikhar Vashishth Denis R. Newman-Griffis Rishabh Joshi Ritam Dutt Carolyn Rose 93 28 0 01 May 2020
Identifying Necessary Elements for BERT's Multilinguality Philipp Dufter Hinrich Schütze 81 17 0 01 May 2020
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research Soujanya Poria Devamanyu Hazarika Navonil Majumder Rada Mihalcea 148 222 0 01 May 2020
Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering Pratyay Banerjee Chitta Baral 96 65 0 01 May 2020
Unsupervised Transfer of Semantic Role Models from Verbal to Nominal Domain Yanpeng Zhao Ivan Titov 56 5 0 01 May 2020
Low Resource Multi-Task Sequence Tagging -- Revisiting Dynamic Conditional Random Fields Jonas Pfeiffer Edwin Simpson Iryna Gurevych 71 5 0 01 May 2020
Evaluating Neural Machine Comprehension Model Robustness to Noisy Inputs and Adversarial Attacks Winston Wu Dustin L. Arendt Svitlana Volkova AAML 77 5 0 01 May 2020
Cross-lingual Entity Alignment with Incidental Supervision Muhao Chen Weijia Shi Ben Zhou Dan Roth 89 2 0 01 May 2020
Recurrent Neural Network Language Models Always Learn English-Like Relative Clause Attachment Forrest Davis Marten van Schijndel 73 23 0 01 May 2020