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Leveraging Domain Knowledge for Inclusive and Bias-aware Humanitarian Response Entry Classification

26 May 2023

Nicolò Tamagnone

Papers citing "Leveraging Domain Knowledge for Inclusive and Bias-aware Humanitarian Response Entry Classification"

23 / 23 papers shown

Title
Parameter-efficient Modularised Bias Mitigation via AdapterFusion Deepak Kumar Oleg Lesota George Zerveas Daniel Cohen Carsten Eickhoff Markus Schedl Navid Rekabsaz MoMe KELM 73 28 0 13 Feb 2023
HumSet: Dataset of Multilingual Information Extraction and Classification for Humanitarian Crisis Response Selim Fekih Nicolò Tamagnone Benjamin Minixhofer R. Shrestha Ximena Contla Ewan Oglethorpe Navid Rekabsaz 48 6 0 10 Oct 2022
Modular and On-demand Bias Mitigation with Attribute-Removal Subnetworks Lukas Hauzenberger Shahed Masoudian Deepak Kumar Markus Schedl Navid Rekabsaz 65 18 0 30 May 2022
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification Shengding Hu Ning Ding Huadong Wang Zhiyuan Liu Jingang Wang Juan-Zi Li Wei Wu Maosong Sun VLM 87 368 0 04 Aug 2021
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT Rankers Navid Rekabsaz Simone Kopeinik Markus Schedl 61 62 0 28 Apr 2021
GPT Understands, Too Xiao Liu Yanan Zheng Zhengxiao Du Ming Ding Yujie Qian Zhilin Yang Jie Tang VLM 168 1,179 0 18 Mar 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 402 1,971 0 31 Dec 2020
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 155 1,248 0 28 May 2020
Do Neural Ranking Models Intensify Gender Bias? Navid Rekabsaz Markus Schedl 36 58 0 01 May 2020
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting Sanyuan Chen Yutai Hou Yiming Cui Wanxiang Che Ting Liu Xiangzhan Yu KELM CLL 111 224 0 27 Apr 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 348 1,617 0 21 Jan 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 228 6,585 0 05 Nov 2019
Evolution of transfer learning in natural language processing Aditya Malte Pratik Ratadiya 44 54 0 16 Oct 2019
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 285 646 0 03 Sep 2019
FinBERT: Financial Sentiment Analysis with Pre-trained Language Models Dogu Araci AIFin 118 648 0 27 Aug 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 163 2,983 0 26 Mar 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 178 5,672 0 25 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Gender Bias in Neural Natural Language Processing Kaiji Lu Piotr (Peter) Mardziel Fangjing Wu Preetam Amancharla Anupam Datta 117 356 0 31 Jul 2018
Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods Jieyu Zhao Tianlu Wang Mark Yatskar Vicente Ordonez Kai-Wei Chang 127 942 0 18 Apr 2018
Continual Lifelong Learning with Neural Networks: A Review G. I. Parisi Ronald Kemker Jose L. Part Christopher Kanan S. Wermter KELM CLL 201 2,896 0 21 Feb 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 730 132,363 0 12 Jun 2017
Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages Muhammad Imran P. Mitra Carlos Castillo 34 321 0 19 May 2016