Universal Language Model Fine-tuning for Text Classification

18 January 2018

Papers citing "Universal Language Model Fine-tuning for Text Classification"

44 / 44 papers shown

Title
Optimizing Speech-Input Length for Speaker-Independent Depression Classification Tomasz Rutowski Amir Harati Yang Lu Elizabeth Shriberg 36 15 0 03 Jan 2025
Efficient Fine-Tuning of Single-Cell Foundation Models Enables Zero-Shot Molecular Perturbation Prediction Sepideh Maleki Jan-Christian Huetter Kangway V Chuang Gabriele Scalia Tommaso Biancalani Tommaso Biancalani AI4CE 93 2 0 18 Dec 2024
Modality Translation for Object Detection Adaptation Without Forgetting Prior Knowledge H. R. Medeiros Masih Aminbeidokhti F. Guerrero-Peña David Latortue Eric Granger M. Pedersoli VLM 45 2 0 01 Apr 2024
Investigating the Role of Feed-Forward Networks in Transformers Using Parallel Attention and Feed-Forward Net Design Shashank Sonkar Richard G. Baraniuk 16 3 0 22 May 2023
RoentGen: Vision-Language Foundation Model for Chest X-ray Generation Pierre J. Chambon Christian Blüthgen Jean-Benoit Delbrouck Rogier van der Sluijs M. Polacin Juan Manuel Zambrano Chaves Tanishq Mathew Abraham Shivanshu Purohit C. Langlotz Akshay S. Chaudhari LM&MA DiffM MedIm 37 98 0 23 Nov 2022
Ceasing hate withMoH: Hate Speech Detection in Hindi-English Code-Switched Language Arushi Sharma Anubha Kabra Minni Jain 21 52 0 18 Oct 2021
Relative Molecule Self-Attention Transformer Lukasz Maziarka Dawid Majchrowski Tomasz Danel Piotr Gaiñski Jacek Tabor Igor T. Podolak Pawel M. Morkisz Stanislaw Jastrzebski MedIm 40 34 0 12 Oct 2021
Pretrained Transformers for Offensive Language Identification in Tanglish Sean Benhur Kanchana Sivanraju VLM 53 5 0 06 Oct 2021
Person Re-Identification with a Locally Aware Transformer Charu Sharma S. R. Kapil David Chapman ViT 48 45 0 07 Jun 2021
LU-BZU at SemEval-2021 Task 2: Word2Vec and Lemma2Vec performance in Arabic Word-in-Context disambiguation Moustafa Al-Hajj Mustafa Jarrar 33 14 0 16 Apr 2021
Large Scale Legal Text Classification Using Transformer Models Zein Shaheen G. Wohlgenannt Erwin Filtz AILaw 32 67 0 24 Oct 2020
iNLTK: Natural Language Toolkit for Indic Languages Gaurav Arora VLM 6 66 0 26 Sep 2020
Accenture at CheckThat! 2020: If you say so: Post-hoc fact-checking of claims using transformer-based models Evan Williams Paul Rodrigues Valerie Novak 42 42 0 05 Sep 2020
Open Domain Suggestion Mining Leveraging Fine-Grained Analysis Shreya Singal Tanishq Goel Shivang Chopra S. Dahiya 11 3 0 27 Jun 2020
A Survey on Transfer Learning in Natural Language Processing Zaid Alyafeai Maged S. Alshaibani Irfan Ahmad 30 72 0 31 May 2020
DIET: Lightweight Language Understanding for Dialogue Systems Tanja Bunk Daksh Varshneya Vladimir Vlasov Alan Nichol 27 160 0 21 Apr 2020
Finnish Language Modeling with Deep Transformer Models Abhilash Jain Aku Rouhe Stig-Arne Gronroos M. Kurimo 14 0 0 14 Mar 2020
fastai: A Layered API for Deep Learning Jeremy Howard Sylvain Gugger AI4CE 20 857 0 11 Feb 2020
Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning Neha Singh Nirmalya Roy A. Gangopadhyay 19 6 0 10 Feb 2020
Targeted transfer learning to improve performance in small medical physics datasets M. Romero Y. Interian T. Solberg Gilmer Valdes OOD 30 47 0 14 Dec 2019
Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders Yu Duan Canwen Xu Jiaxin Pei Jialong Han Chenliang Li 24 42 0 10 Nov 2019
A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media Marzieh Mozafari R. Farahbakhsh Noel Crespi 11 344 0 28 Oct 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann L. Varshney Caiming Xiong R. Socher AI4CE 57 1,236 0 11 Sep 2019
From English to Code-Switching: Transfer Learning with Strong Morphological Clues Gustavo Aguilar Thamar Solorio 30 38 0 11 Sep 2019
Encoder-Agnostic Adaptation for Conditional Language Generation Zachary M. Ziegler Luke Melas-Kyriazi Sebastian Gehrmann Alexander M. Rush AI4CE 11 57 0 19 Aug 2019
MSnet: A BERT-based Network for Gendered Pronoun Resolution Zili Wang 16 4 0 01 Aug 2019
Leveraging Pre-trained Checkpoints for Sequence Generation Tasks S. Rothe Shashi Narayan Aliaksei Severyn SILM 69 433 0 29 Jul 2019
Good Secretaries, Bad Truck Drivers? Occupational Gender Stereotypes in Sentiment Analysis J. Bhaskaran Isha Bhallamudi 27 46 0 24 Jun 2019
A Surprisingly Robust Trick for Winograd Schema Challenge Vid Kocijan Ana-Maria Cretu Oana-Maria Camburu Yordan Yordanov Thomas Lukasiewicz 18 101 0 15 May 2019
A logical-based corpus for cross-lingual evaluation Felipe Salvatore Marcelo Finger R. Hirata 21 1 0 10 May 2019
Suggestion Mining from Online Reviews using ULMFiT Sarthak Anand Debanjan Mahata Kartik Aggarwal Laiba Mehnaz Simra Shahid Haimin Zhang Yaman Kumar Singla R. Shah Karan Uppal LRM 18 6 0 19 Apr 2019
Resilient Combination of Complementary CNN and RNN Features for Text Classification through Attention and Ensembling Athanasios Giannakopoulos Maxime Coriou Andreea Hossmann Michael Baeriswyl C. Musat 11 3 0 28 Mar 2019
Text Analysis in Adversarial Settings: Does Deception Leave a Stylistic Trace? Tommi Gröndahl Nadarajah Asokan 25 24 0 24 Feb 2019
Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record Jinghe Zhang Kamran Kowsari James H. Harrison J. Lobo Laura E. Barnes 27 136 0 10 Oct 2018
Generalization and Regularization in DQN Jesse Farebrother Marlos C. Machado Michael Bowling 27 203 0 29 Sep 2018
XNLI: Evaluating Cross-lingual Sentence Representations Alexis Conneau Guillaume Lample Ruty Rinott Adina Williams Samuel R. Bowman Holger Schwenk Veselin Stoyanov ELM 23 1,346 0 13 Sep 2018
SHOMA at Parseme Shared Task on Automatic Identification of VMWEs: Neural Multiword Expression Tagging with High Generalisation Shiva Taslimipoor Omid Rohanian 25 24 0 09 Sep 2018
Techniques for Interpretable Machine Learning Mengnan Du Ninghao Liu Xia Hu FaML 39 1,072 0 31 Jul 2018
Evaluation of sentence embeddings in downstream and linguistic probing tasks C. Perone Roberto Silveira Thomas S. Paula ELM 33 154 0 16 Jun 2018
NTUA-SLP at SemEval-2018 Task 1: Predicting Affective Content in Tweets with Deep Attentive RNNs and Transfer Learning Christos Baziotis Athanasiou Nikolaos Alexandra Chronopoulou Athanasia Kolovou Georgios Paraskevopoulos Nikolaos Ellinas Shrikanth Narayanan Alexandros Potamianos 25 124 0 18 Apr 2018
Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data Andrew L. Beam Benjamin Kompa A. Schmaltz Inbar Fried G. Weber N. Palmer Xu Shi Tianxi Cai I. Kohane 18 176 0 04 Apr 2018
AllenNLP: A Deep Semantic Natural Language Processing Platform Matt Gardner Joel Grus Mark Neumann Oyvind Tafjord Pradeep Dasigi Nelson F. Liu Matthew E. Peters Michael Schmitz Luke Zettlemoyer VLM 28 1,278 0 20 Mar 2018
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 270 13,368 0 25 Aug 2014