Steven Schockaert, Yazmin Ibanez-Garcia, Victor Gutierrez-Basulto

Keywords Abstract Paper

Knowledge Representation and Reasoning, Common-Sense Reasoning, Description Logics and Ontologies

Fausto Giunchiglia, Mattia Fumagalli

Keywords Abstract Paper

Ontology formalisms and models-General, Philosophical foundations of KR-General

Hanjie Chen, Guangtao Zheng, Yangfeng Ji

Keywords Abstract Paper

Text Classification, Generating explanations, natural processing, model prediction

Saiping Guan, Xiaolong Jin, Jiafeng Guo and

Yuanzhuo Wang, Xueqi Cheng

Keywords Abstract Paper

Knowledge Inference, NeuInfer, neural model, N-ary Facts

Xiaojing Yu, Anxiao Jiang

Keywords Abstract Paper

Pia Sommerauer

Keywords Abstract Paper

word ing, distributional models, BERT, ELMO

Lishan Huang, Zheng Ye, Jinghui Qin and

Liang Lin, Xiaodan Liang

Keywords Abstract Paper

automatically coherence, open-domain systems, automatic evaluation, grade

Maxwell Crouse, Constantine Nakos, Ibrahim Abdelaziz, Ken Forbus

Keywords Abstract Paper

Kazuaki Hanawa, Sho Yokoi, Satoshi Hara, Kentaro Inui

Keywords Abstract Paper

Interpretability, Explainability

Jie Huang, Zilong Wang, Kevin Chang and

Wen-mei Hwu, JinJun Xiong

Keywords Abstract Paper

natural processing, artificial intelligence, linear regression, semantic capacity

Samuel Broscheit, Kiril Gashteovski, Yanjie Wang, Rainer Gemulla

Keywords Abstract Paper

Open Prediction, open task, predicting facts, openlink prediction

Chen Zheng, Quan Guo, Parisa Kordjamshidi

Keywords Abstract Paper

Cross-Modality Relevance, Language Vision, visual answering, VQA

Rowan Hall Maudslay, Josef Valvoda, Tiago Pimentel and

Adina Williams, Ryan Cotterell

Keywords Abstract Paper

NLP, parsing literature, Parser, neural language

Thong Nguyen, Anh Tuan Luu

Keywords Abstract Paper

optimization, contrastive learning

Goncalo Mordido, Julian Niedermeier, Christoph Meinel

Keywords Abstract Paper

Saurabh Srivastava, Mayur Patidar, Sudip Chowdhury and

Puneet Agarwal, Indrajit Bhattacharya, Gautam Shroff

Keywords Abstract Paper

Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein

Keywords Abstract Paper

downstream tasks, machine learning, explainability techniques, diverse techniques

Zejun Li, Zhongyu Wei, Zhihao Fan and

Haijun Shan, Xuanjing Huang

Keywords Abstract Paper

Ethan Weinberger, Joe Janizek, Su-In Lee

Keywords Abstract Paper

Yi Tay, Dara Bahri, Che Zheng and

Clifford Brunk, Donald Metzler, Andrew Tomkins

Keywords Abstract Paper

Reverse Models, neural modeling, Neural Models, generative models

Darius Afchar, Romain Hennequin

Keywords Abstract Paper

Implicit Recommender System, Interpretable machine learning

Yuanyuan Zhao, Weiwei Sun, Junjie Cao, Xiaojun Wan

Keywords Abstract Paper

semantic parsing, second acquisition, Semantic Parsing, ESL

Zining Zhu, Frank Rudzicz

Keywords Abstract Paper

supervised classification, diagnostic classification, neural representations, diagnostic classifier

Prithviraj Sen, Marina Danilevsky, Yunyao Li and

Siddhartha Brahma, Matthias Boehm, Laura Chiticariu, Rajasekar Krishnamurthy

Keywords Abstract Paper

interpretability models, sentence classification, le, human-machine models

Deepak Gupta, Hardik Chauhan, Ravi Tej Akella and

Asif Ekbal, Pushpak Bhattacharyya

Keywords Abstract Paper

Xisen Jin, Zhongyu Wei, Junyi Du and

Xiangyang Xue, Xiang Ren

Keywords Abstract Paper

natural language processing, interpretability

Duzhen Zhang, Xiuyi Chen, Shuang Xu, Bo Xu

Keywords Abstract Paper

Zhizheng Zhang, Cuiling Lan, Wenjun Zeng and

Zhibo Chen, Shih-Fu Chang

Keywords Abstract Paper

Machine Learning, Classification, Cost-Sensitive Learning, Recognition, Uncertainty Representations

Christopher Anders, Ann-Kathrin Dombrowski, Klaus-robert Mueller and

Pan Kessel, Plamen Pasliev

Keywords Abstract Paper

Accountability, Transparency and Interpretability

Lisa Beinborn, Rochelle Choenni

Keywords Abstract Paper

multilingual representations, computational representations, representational analysis, analysis method

Jian Liang, Bing Bai, Yuren Cao and

Kun Bai, Fei Wang

Keywords Abstract Paper

infidelity, model interpretation, adversarial learning, black-box explanations

Kien Do, Truyen Tran

Keywords Abstract Paper

disentanglement, metrics

Tom Pelsmaeker, Wilker Aziz

Keywords Abstract Paper

Estimation Models, parameterisation models, posterior collapse, language modelling

Tiago Pimentel, Josef Valvoda, Rowan Hall Maudslay and

Ran Zmigrod, Adina Williams, Ryan Cotterell

Keywords Abstract Paper

Information-Theoretic Probing, NLP tasks, linguistic task, probing

Xiangpeng Wei, Heng Yu, Yue Hu and

Rongxiang Weng, Luxi Xing, Weihua Luo

Keywords Abstract Paper

sequence-to-sequence task, nmt, inference, translation tasks

Wanjun Zhong, Jingjing Xu, Duyu Tang and

Zenan Xu, Nan Duan, Ming Zhou, Jiahai Wang, Jian Yin

Keywords Abstract Paper

Reasoning Graph, Fact Checking, string concatenation, semantic labeling

Amir Gilad, Yuval Moskovitch

Keywords Abstract Paper

lineage, provenance, query inference

Yonatan Belinkov, Nadir Durrani, Fahim Dalvi and

Hassan Sajjad, James Glass

Keywords Abstract Paper

Linguistic Models, natural processing, artificial intelligence, translating languages

Yaniv Romano, Matteo Sesia, Emmanuel Candes

Keywords Abstract Paper

Suraj Nair, Petra Galuscakova, Douglas W. Oard

Keywords Abstract Paper

CLIR, machine translation