Unsupervised Domain Clusters in Pretrained Language Models

5 April 2020

Papers citing "Unsupervised Domain Clusters in Pretrained Language Models"

13 / 63 papers shown

Title
CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding Dustin Wright Isabelle Augenstein 8 24 0 23 May 2021
"Average" Approximates "First Principal Component"? An Empirical Analysis on Representations from Neural Language Models Zihan Wang Chengyu Dong Jingbo Shang FAtt 34 4 0 18 Apr 2021
An Interpretability Illusion for BERT Tolga Bolukbasi Adam Pearce Ann Yuan Andy Coenen Emily Reif Fernanda Viégas Martin Wattenberg MILM FAtt 32 68 0 14 Apr 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 19 85 0 14 Apr 2021
Semantic maps and metrics for science Semantic maps and metrics for science using deep transformer encoders Brendan Chambers James A. Evans MedIm 13 0 0 13 Apr 2021
DirectProbe: Studying Representations without Classifiers Yichu Zhou Vivek Srikumar 32 27 0 13 Apr 2021
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT Benjamin Muller Yanai Elazar Benoît Sagot Djamé Seddah LRM 26 71 0 26 Jan 2021
Nearest Neighbor Machine Translation Urvashi Khandelwal Angela Fan Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 18 280 0 01 Oct 2020
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis Devamanyu Hazarika Roger Zimmermann Soujanya Poria 21 669 0 07 May 2020
Train No Evil: Selective Masking for Task-Guided Pre-Training Yuxian Gu Zhengyan Zhang Xiaozhi Wang Zhiyuan Liu Maosong Sun 24 59 0 21 Apr 2020
Split and Rephrase: Better Evaluation and a Stronger Baseline Roee Aharoni Yoav Goldberg MoE 226 45 0 02 May 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 224 1,208 0 12 Jun 2017