Cross-Domain Generalization and Knowledge Transfer in Transformers Trained on Legal Data

15 December 2021

Papers citing "Cross-Domain Generalization and Knowledge Transfer in Transformers Trained on Legal Data"

15 / 15 papers shown

Title
Sentence Embeddings and High-speed Similarity Search for Fast Computer Assisted Annotation of Legal Documents Hannes Westermann Jaromír Šavelka Vern R. Walker Kevin D. Ashley Karim Benyekhlef AILaw 33 25 0 21 Dec 2021
Computer-Assisted Creation of Boolean Search Rules for Text Classification in the Legal Domain Hannes Westermann Jaromír Šavelka Vern R. Walker Kevin D. Ashley Karim Benyekhlef 14 18 0 10 Dec 2021
Legal Search in Case Law and Statute Law Julien Rossi Evangelos Kanoulas AILaw ELM 129 8 0 23 Aug 2021
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 202 19,824 0 23 Oct 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 232 6,420 0 26 Sep 2019
StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding Wei Wang Bin Bi Ming Yan Chen Henry Wu Zuyi Bao Jiangnan Xia Liwei Peng Luo Si 38 260 0 13 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 336 24,160 0 26 Jul 2019
Neural Legal Judgment Prediction in English Ilias Chalkidis Ion Androutsopoulos Nikolaos Aletras AILaw ELM 144 329 0 05 Jun 2019
Legal Area Classification: A Comparative Study of Text Classifiers on Singapore Supreme Court Judgments Jerrold Soh Tsin Howe Lim How Khang Ian Chai AILaw ELM 29 54 0 13 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 753 93,936 0 11 Oct 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 304 129,831 0 12 Jun 2017
Semi-supervised sequence tagging with bidirectional language models Matthew E. Peters Bridger Waleed Ammar Chandra Bhagavatula Russell Power 55 634 0 29 Apr 2017
Autonomy and Reliability of Continuous Active Learning for Technology-Assisted Review G. Cormack Maura R. Grossman 25 101 0 26 Apr 2015
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 232 33,445 0 16 Oct 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 501 31,406 0 16 Jan 2013