FastText.zip: Compressing text classification models

12 December 2016

Papers citing "FastText.zip: Compressing text classification models"

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Title
Embedding Compression for Text Classification Using Dictionary Screening Jing Zhou Xinru Jing Mu Liu Hansheng Wang 29 0 0 23 Nov 2022
SMAuC -- The Scientific Multi-Authorship Corpus Janek Bevendorff Philipp Sauer Lukas Gienapp Wolfgang Kircheis Erik Korner Benno Stein Martin Potthast 27 0 0 04 Nov 2022
ProVe: A Pipeline for Automated Provenance Verification of Knowledge Graphs against Textual Sources Gabriel Amaral Odinaldo Rodrigues Elena Simperl 27 3 0 26 Oct 2022
Machine and Deep Learning Methods with Manual and Automatic Labelling for News Classification in Bangla Language Istiak Ahmad Fahad Alqurashi Rashid Mehmood SyDa 38 5 0 19 Oct 2022
SA-MLP: Distilling Graph Knowledge from GNNs into Structure-Aware MLP Jie Chen Shouzhen Chen Mingyuan Bai Junbin Gao Junping Zhang Jian Pu 47 10 0 18 Oct 2022
SemEval 2023 Task 9: Multilingual Tweet Intimacy Analysis Jiaxin Pei Vítor Silva Maarten W. Bos Yozon Liu Leonardo Neves David Jurgens Francesco Barbieri 55 28 0 03 Oct 2022
LogGD:Detecting Anomalies from System Logs by Graph Neural Networks Yongzhen Xie Hongyu Zhang M. Babar AI4TS 25 20 0 16 Sep 2022
Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification Tianyi Lei Honghui Hu Qiaoyang Luo Dezhong Peng Xu Wang 28 12 0 10 Sep 2022
Transfer Learning of Lexical Semantic Families for Argumentative Discourse Units Identification João Rodrigues Ruben Branco António Branco 21 0 0 06 Sep 2022
WikiLink: an encyclopedia-based semantic network for design innovation H. Zuo Qianzhi Jing Tianqi Song Huiting Liu Lingyun Sun P. Childs Liuqing Chen HAI 40 12 0 30 Aug 2022
Is this Change the Answer to that Problem? Correlating Descriptions of Bug and Code Changes for Evaluating Patch Correctness Haoye Tian Xunzhu Tang Andrew Habib Shangwen Wang Kui Liu Xin Xia Jacques Klein Tegawende F. Bissyande 46 25 0 08 Aug 2022
CSSAM:Code Search via Attention Matching of Code Semantics and Structures Yitao Hu Bowen Cai Yaoxiang Yu 25 3 0 08 Aug 2022
Data-Centric Epidemic Forecasting: A Survey Alexander Rodríguez Harshavardhan Kamarthi Pulak Agarwal Javen Ho Mira Patel Suchet Sapre B. Prakash OOD 41 19 0 19 Jul 2022
Calibrate and Refine! A Novel and Agile Framework for ASR-error Robust Intent Detection Peilin Zhou Dading Chong Helin Wang Qingcheng Zeng 24 5 0 23 May 2022
What Do Compressed Multilingual Machine Translation Models Forget? Alireza Mohammadshahi Vassilina Nikoulina Alexandre Berard Caroline Brun James Henderson Laurent Besacier AI4CE 49 9 0 22 May 2022
Towards Debiasing Translation Artifacts Koel Dutta Chowdhury Rricha Jalota C. España-Bonet Josef van Genabith 37 6 0 16 May 2022
Introducing the Welsh Text Summarisation Dataset and Baseline Systems Ignatius M Ezeani Mahmoud El-Haj Jonathan Morris Dawn Knight 26 3 0 05 May 2022
Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification Yanghua Xiao Jinlan Fu See-Kiong Ng Pengfei Liu 31 2 0 04 May 2022
Word Tour: One-dimensional Word Embeddings via the Traveling Salesman Problem Ryoma Sato 19 0 0 04 May 2022
Towards an Enhanced Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias Anoop Kadan Manjary P.Gangan Deepak P L. LajishV. AI4CE 48 10 0 21 Apr 2022
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations Qingyu Chen Alexis Allot Robert Leaman Rezarta Islamaj Dougan Jingcheng Du ... S. Pujari Mariia Chizhikova Naveen Sivadasan Naveen Sivadasan Zhiyong Lu 27 30 0 20 Apr 2022
Logical Inference for Counting on Semi-structured Tables Tomoya Kurosawa Hitomi Yanaka LMTD 29 2 0 16 Apr 2022
Efficient comparison of sentence embeddings Spyros Zoupanos Stratis Kolovos Athanasios Kanavos Orestis Papadimitriou M. Maragoudakis 11 11 0 02 Apr 2022
CoNTACT: A Dutch COVID-19 Adapted BERT for Vaccine Hesitancy and Argumentation Detection Jens Lemmens Jens Van Nooten Tim Kreutz Walter Daelemans 24 10 0 14 Mar 2022
Deep Learning for Hate Speech Detection: A Comparative Study Jitendra Malik Hezhe Qiao Guansong Pang Anton Van Den Hengel 56 44 0 19 Feb 2022
Log-based Anomaly Detection with Deep Learning: How Far Are We? Van-Hoang Le Hongyu Zhang 24 161 0 09 Feb 2022
Calibrated Learning to Defer with One-vs-All Classifiers Rajeev Verma Eric Nalisnick 26 43 0 08 Feb 2022
Weight Expansion: A New Perspective on Dropout and Generalization Gao Jin Xinping Yi Pengfei Yang Lijun Zhang S. Schewe Xiaowei Huang 34 5 0 23 Jan 2022
Towards a Cleaner Document-Oriented Multilingual Crawled Corpus Julien Abadji Pedro Ortiz Suarez Laurent Romary Benoît Sagot CLL 45 154 0 17 Jan 2022
Robust Natural Language Processing: Recent Advances, Challenges, and Future Directions Marwan Omar Soohyeon Choi Daehun Nyang David A. Mohaisen 37 57 0 03 Jan 2022
Out-of-distribution Detection with Boundary Aware Learning Sen Pei Xin Zhang Bin Fan Gaofeng Meng OODD 21 8 0 22 Dec 2021
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 35 43 0 18 Dec 2021
Named entity recognition architecture combining contextual and global features T. Hanh A. Doucet Nicolas Sidère Jose G. Moreno Senja Pollak NAI 25 12 0 15 Dec 2021
Decoupling Zero-Shot Semantic Segmentation Jian Ding Nan Xue Guisong Xia Dengxin Dai VLM 56 190 0 15 Dec 2021
Unraveling Social Perceptions & Behaviors towards Migrants on Twitter A. Khatua Wolfgang Nejdl 35 11 0 04 Dec 2021
NVIDIA NeMo Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21 Sandeep Subramanian Oleksii Hrinchuk Virginia Adams Oleksii Kuchaiev VLM 27 16 0 16 Nov 2021
Can Character-based Language Models Improve Downstream Task Performance in Low-Resource and Noisy Language Scenarios? Arij Riabi Benoît Sagot Djamé Seddah 36 15 0 26 Oct 2021
Paperswithtopic: Topic Identification from Paper Title Only Daehyun Cho C. Wallraven 29 0 0 09 Oct 2021
Self-Supervised Knowledge Assimilation for Expert-Layman Text Style Transfer Wenda Xu Michael Stephen Saxon Misha Sra Wenjie Wang MedIm 24 13 0 06 Oct 2021
Rethinking Crowd Sourcing for Semantic Similarity Shaul Solomon Adam Cohn Hernan Rosenblum Chezi Hershkovitz Ivan P. Yamshchikov 27 2 0 24 Sep 2021
Dependency Induction Through the Lens of Visual Perception Ruisi Su Shruti Rijhwani Hao Zhu Junxian He Xinyu Wang Yonatan Bisk Graham Neubig 43 2 0 20 Sep 2021
Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification Daria Pylypenko Kwabena Amponsah-Kaakyire Koel Dutta Chowdhury Josef van Genabith C. España-Bonet VLM 19 15 0 15 Sep 2021
A Conditional Generative Matching Model for Multi-lingual Reply Suggestion Budhaditya Deb Guoqing Zheng Milad Shokouhi Ahmed Hassan Awadallah 36 1 0 15 Sep 2021
Block Pruning For Faster Transformers François Lagunas Ella Charlaix Victor Sanh Alexander M. Rush VLM 33 219 0 10 Sep 2021
Layer-wise Model Pruning based on Mutual Information Chun Fan Jiwei Li Xiang Ao Fei Wu Yuxian Meng Xiaofei Sun 50 19 0 28 Aug 2021
Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation Donghyeon Baek Youngmin Oh Bumsub Ham 21 77 0 14 Aug 2021
Multimodal analysis of the predictability of hand-gesture properties Taras Kucherenko Rajmund Nagy Michael Neff Hedvig Kjellström G. Henter 34 22 0 12 Aug 2021
Log-based Anomaly Detection Without Log Parsing Van-Hoang Le Hongyu Zhang 30 179 0 04 Aug 2021
M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations Dushyant Singh Chauhan G. Singh Navonil Majumder Amir Zadeh Asif Ekbal P. Bhattacharyya Louis-Philippe Morency Soujanya Poria 27 17 0 03 Aug 2021
Experience Report: Deep Learning-based System Log Analysis for Anomaly Detection Zhuangbin Chen Jinyang Liu Wen-Cheng Gu Yuxin Su Michael R. Lyu AI4TS 21 103 0 13 Jul 2021