Predicting Themes within Complex Unstructured Texts: A Case Study on
Safeguarding Reports

Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports

27 October 2020

Jose Camacho-Collados

Hélène de Ribaupierre

Papers citing "Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports"

12 / 12 papers shown

Title
Ask2Transformers: Zero-Shot Domain labelling with Pre-trained Language Models Oscar Sainz German Rigau VLM 50 21 0 07 Jan 2021
Stance Detection in Web and Social Media: A Comparative Study Shalmoli Ghosh Prajwal Singhania Siddharth Singh Koustav Rudra Saptarshi Ghosh 38 77 0 12 Jul 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 706 41,894 0 28 May 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 134 2,420 0 23 Apr 2020
Energy and Policy Considerations for Deep Learning in NLP Emma Strubell Ananya Ganesh Andrew McCallum 62 2,651 0 05 Jun 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.6K 94,729 0 11 Oct 2018
Domain Adapted Word Embeddings for Improved Sentiment Classification P. Sarma Yingyu Liang W. Sethares 58 68 0 11 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 1.0K 7,152 0 20 Apr 2018
Word Vector Enrichment of Low Frequency Words in the Bag-of-Words Model for Short Text Multi-class Classification Problems B. Heap Michael Bain W. Wobcke A. Krzywicki Susanne Schmeidl 38 23 0 18 Sep 2017
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 220 9,957 0 15 Jul 2016
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 164 4,612 0 06 Jul 2016
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 369 33,520 0 16 Oct 2013