W-NUT

Publications

2021

Thomas Hikaru Clark, Costanza Conforti, Fangyu Liu, Zaiqiao Meng, Ehsan Shareghi, Nigel Collier
Integrating Transformers and Knowledge Graphs for Twitter Stance Detection. W-NUT (2021)
Tanvi Dadu, Kartikey Pant, Seema Nagar, Ferdous A. Barbhuiya, Kuntal Dey
Text Simplification for Comprehension-based Question-Answering. W-NUT (2021)
Yang Deng, Wenxuan Zhang, Wai Lam
Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation. W-NUT (2021)
Yanfei Lei, Chunming Hu, Guanghui Ma, Richong Zhang
Keyphrase Extraction with Incomplete Annotated Training Data. W-NUT (2021)
Jakub Náplava, Martin Popel, Milan Straka, Jana Straková
Understanding Model Robustness to User-generated Noisy Texts. W-NUT (2021)
Mengyi Gao, Canran Xu, Peng Shi
Hierarchical Character Tagger for Short Text Spelling Error Correction. W-NUT (2021)
José Carlos Rosales Núñez, Guillaume Wisniewski, Djamé Seddah
Noisy UGC Translation at the Character Level: Revisiting Open-Vocabulary Capabilities and Robustness of Char-Based Models. W-NUT (2021)
José Carlos Rosales Núñez, Djamé Seddah, Guillaume Wisniewski
Understanding the Impact of UGC Specificities on Translation Quality. W-NUT (2021)
Minh Tran Phu, Minh Van Nguyen, Thien Huu Nguyen
Fine-grained Temporal Relation Extraction with Ordered-Neuron LSTM and Graph Convolutional Networks. W-NUT (2021)
Sayan Ghosh, Dylan Baker, David Jurgens, Vinodkumar Prabhakaran
Detecting Cross-Geographic Biases in Toxicity Modeling on Social Media. W-NUT (2021)
Mostafa Mirshekari, Jing Gu, Aaron Sisto
ConQuest: Contextual Question Paraphrasing through Answer-Aware Synthetic Question Generation. W-NUT (2021)
Léo Jacqmin, Gabriel Marzinotto, Justyna Gromada, Ewelina Szczekocka, Robert Kolodynski, Géraldine Damnati
SpanAlign: Efficient Sequence Tagging Annotation Projection into Translated Data applied to Cross-Lingual Opinion Mining. W-NUT (2021)
Aman Priyanshu, Aleti Vardhan, Sudarshan Sivakumar, Supriti Vijay, Nipuna Chhabra
"Something Something Hota Hai!" An Explainable Approach towards Sentiment Analysis on Indian Code-Mixed Data. W-NUT (2021)
Abhinav Chinta, Jingyu Zhang, Alexandra DeLucia, Mark Dredze, Anna L. Buczak
Study of Manifestation of Civil Unrest on Twitter. W-NUT (2021)
Milan Straka, Jakub Náplava, Jana Straková
Character Transformations for Non-Autoregressive GEC Tagging. W-NUT (2021)
David Samuel, Milan Straka
ÚFAL at MultiLexNorm 2021: Improving Multilingual Lexical Normalization by Fine-tuning ByT5. W-NUT (2021)
Divesh R. Kubal, Apurva Nagvenkar
Multilingual Sequence Labeling Approach to solve Lexical Normalization. W-NUT (2021)
Shohei Higashiyama, Masao Utiyama, Taro Watanabe, Eiichiro Sumita
A Text Editing Approach to Joint Japanese Word Segmentation, POS Tagging, and Lexical Normalization. W-NUT (2021)
Benjamin Olsen, Barbara Plank
Finding the needle in a haystack: Extraction of Informative COVID-19 Danish Tweets. W-NUT (2021)
Yo Ehara
To What Extent Does Lexical Normalization Help English-as-a-Second Language Learners to Read Noisy English Texts? W-NUT (2021)
Jekaterina Novikova
Robustness and Sensitivity of BERT Models Predicting Alzheimer's Disease from Text. W-NUT (2021)
Heereen Shim, Dietwig Lowet, Stijn Luca, Bart Vanrumste
Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text. W-NUT (2021)
Jinfen Li, Lu Xiao
Neural-based RST Parsing And Analysis In Persuasive Discourse. W-NUT (2021)
Adithya Pratapa, Monojit Choudhury
Comparing Grammatical Theories of Code-Mixing. W-NUT (2021)
Teemu Vahtola, Mathias Creutz, Eetu Sjöblom, Sami Itkonen
Coping with Noisy Training Data Labels in Paraphrase Detection. W-NUT (2021)
Arij Riabi, Benoît Sagot, Djamé Seddah
Can Character-based Language Models Improve Downstream Task Performances In Low-Resource And Noisy Language Scenarios? W-NUT (2021)
Sam Davidson, Jordan Hosier, Yu Zhou, Vijay K. Gurbani
Improved Named Entity Recognition for Noisy Call Center Transcripts. W-NUT (2021)
Mika Hämäläinen, Pattama Patpong, Khalid Alnajjar, Niko Partanen, Jack Rueter
Detecting Depression in Thai Blog Posts: a Dataset and a Baseline. W-NUT (2021)
Heather C. Lent, Anders Søgaard
Common Sense Bias in Semantic Role Labeling. W-NUT (2021)
Amanda Bertsch, Steven Bethard
Detection of Puffery on the English Wikipedia. W-NUT (2021)
Taichi Murayama, Shoko Wakamiya, Eiji Aramaki
Mitigation of Diachronic Bias in Fake News Detection Dataset. W-NUT (2021)
Sangah Lee, Hyopil Shin
The Korean Morphologically Tight-Fitting Tokenizer for Noisy User-Generated Texts. W-NUT (2021)
Duong Le, Thien Huu Nguyen
Does It Happen? Multi-hop Path Structures for Event Factuality Prediction with Graph Transformer Networks. W-NUT (2021)
Jian Yi David Lee, Hai Leong Chieu
Co-training for Commit Classification. W-NUT (2021)
Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra
NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations. W-NUT (2021)
Gabriel Oliveira dos Santos, Esther Luna Colombini, Sandra Avila
CIDEr-R: Robust Consensus-based Image Description Evaluation. W-NUT (2021)
Yves Scherrer, Nikola Ljubesic
Sesame Street to Mount Sinai: BERT-constrained character-level Moses models for multilingual lexical normalization. W-NUT (2021)
Xue-Yong Fu, Cheng Chen, Md. Tahmid Rahman Laskar, Shashi Bhushan TN, Simon Corston-Oliver
Improving Punctuation Restoration for Speech Transcripts via External Data. W-NUT (2021)
Joan Plepi, Lucie Flek
Perceived and Intended Sarcasm Detection with Graph Attention Networks. W-NUT (2021)
Vivek Srivastava, Mayank Singh
PoliWAM: An Exploration of a Large Scale Corpus of Political Discussions on WhatsApp Messenger. W-NUT (2021)
Omid Kashefi, Rebecca Hwa
Contrapositive Local Class Inference. W-NUT (2021)
Shivendra Bhardwaj, Abbas Ghaddar, Ahmad Rashid, Khalil Bibi, Chengyang Li, Ali Ghodsi, Philippe Langlais, Mehdi Rezagholizadeh
Knowledge Distillation with Noisy Labels for Natural Language Understanding. W-NUT (2021)
Won-Ik Cho, Soomin Kim
Google-trickers, Yaminjeongeum, and Leetspeak: An Empirical Taxonomy for Intentionally Noisy User-Generated Text. W-NUT (2021)
Yanzhu Guo, Virgile Rennard, Christos Xypolopoulos, Michalis Vazirgiannis
BERTweetFR : Domain Adaptation of Pre-Trained Language Models for French Tweets. W-NUT (2021)
Sik Feng Cheong, Hai Leong Chieu, Jing Lim
Intrinsic evaluation of language models for code-switching. W-NUT (2021)
Proceedings of the Seventh Workshop on Noisy User-generated Text, W-NUT 2021, Online, November 11, 2021 W-NUT (2021)
Ana-Maria Bucur, Adrian Cosma, Liviu P. Dinu
Sequence-to-Sequence Lexical Normalization with Multilingual Transformers. W-NUT (2021)
Shuguang Chen, Gustavo Aguilar, Leonardo Neves, Thamar Solorio
Can images help recognize entities? A study of the role of images for Multimodal NER. W-NUT (2021)
Evangelia Spiliopoulou, Tanay Kumar Saha, Joel R. Tetreault, Alejandro Jaimes
A Novel Framework for Detecting Important Subevents from Crisis Events via Dynamic Semantic Graphs. W-NUT (2021)
MohammadMahdi Aghajani, AliAkbar Badri, Hamid Beigy
ParsTwiNER: A Corpus for Named Entity Recognition at Informal Persian. W-NUT (2021)