Papers
“Who said it, and Why?” Provenance for Natural Language Claims
Yi Zhang, Zachary Ives, Dan Roth
When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People?
Kenneth Joseph, Jonathan Morgan
Masking Actor Information Leads to Fairer Political Claims Detection
Erenay Dayanik, Sebastian Padó
Analyzing Political Parody in Social Media
Antonis Maronikolakis, Danae Sánchez Villegas, Daniel Preotiuc-Pietro et al.
Towards Emotion-aided Multi-modal Dialogue Act Classification
Tulika Saha, Aditya Patra, Sriparna Saha et al.
Sentiment and Emotion help Sarcasm? A Multi-task Learning Framework for Multi-Modal Sarcasm, Sentiment and Emotion Analysis
Dushyant Singh Chauhan, Dhanush S R, Asif Ekbal et al.
Multimodal Transformer for Multimodal Machine Translation
Shaowei Yao, Xiaojun Wan
Target Inference in Argument Conclusion Generation
Milad Alshomary, Shahbaz Syed, Martin Potthast et al.
TaPas: Weakly Supervised Table Parsing via Pre-training
Jonathan Herzig, Pawel Krzysztof Nowak, Thomas Müller et al.
AMR Parsing with Latent Structural Information
Qiji Zhou, Yue Zhang, Donghong Ji et al.
Toxicity Detection: Does Context Really Matter?
John Pavlopoulos, Jeffrey Sorensen, Lucas Dixon et al.
Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language Understanding
Sebastian Weigelt, Vanessa Steurer, Tobias Hey et al.
Joint Modelling of Emotion and Abusive Language Detection
Santhosh Rajamanickam, Pushkar Mishra, Helen Yannakoudakis et al.
Identifying Principals and Accessories in a Complex Case based on the Comprehension of Fact Description
Yakun Hu, Zhunchen Luo, Wenhan Chao
Graph Neural News Recommendation with Unsupervised Preference Disentanglement
Linmei Hu, Siyong Xu, Chen Li et al.
Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction
Masahiro Kaneko, Masato Mita, Shun Kiyono et al.
Empowering Active Learning to Jointly Optimize System and User Demands
Ji-Ung Lee, Christian M. Meyer, Iryna Gurevych
Modeling Word Formation in English–German Neural Machine Translation
Marion Weller-Di Marco, Alexander Fraser
Tchebycheff Procedure for Multi-task Text Classification
Yuren Mao, Shuang Yun, Weiwei Liu et al.
Towards Transparent and Explainable Attention Models
Akash Kumar Mohankumar, Preksha Nema, Sharan Narasimhan et al.
Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?
Alon Jacovi, Yoav Goldberg
Quantifying Attention Flow in Transformers
Samira Abnar, Willem Zuidema
Probing for Referential Information in Language Models
Ionut-Teodor Sorodoc, Kristina Gulordava, Gemma Boleda
Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT
Zhiyong Wu, Yun Chen, Ben Kao et al.
Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language Explanations
Oana-Maria Camburu, Brendan Shillingford, Pasquale Minervini et al.