Siddhant Arora, Srikanta Bedathur, Maya Ramanath, Deepak Sharma

Keywords Abstract Paper

Knowledge graph refinement, embeddings, inference

Zhen Han, Yunpu Ma, Yuyi Wang and

Stephan Günnemann, Volker Tresp

Keywords Abstract Paper

Hawkes process, dynamic graphs, temporal knowledge graphs, point processes.

Marina Speranskaya, Martin Schmitt, Benjamin Roth

Keywords Abstract Paper

knowledge base completion, knowledge graph embedding, classification, ranking

Yohan Chalier, Simon Razniewski, Gerhard Weikum

Keywords Abstract Paper

Commonsense knowledgebase construction

Derek Tam, Nicholas Monath, Ari Kobren, Andrew McCallum

Keywords Abstract Paper

Hierarchies, Sets, Transformers, Institutions

Dhruvesh Patel, Shib Sankar Dasgupta, Michael Boratko and

Xiang Li, Luke Vilnis, Andrew McCallum

Keywords Abstract Paper

embeddings, order embeddings, knowledge graph embedding, relational learning, hyperbolic entailment cones, knowledge graphs, transitive relations

Hongliang Dai, Yangqiu Song, Xin Li

Keywords Abstract Paper

Fine-grained Entity Typing, Hypernym Extraction, Semantic Role Labeling

Bill Yuchen Lin, Ming Shen, Wangchunshu Zhou and

Pei Zhou, Chandra Bhagavatula, Yejin Choi, Xiang Ren

Keywords Abstract Paper

So Yeon Min, Preethi Raghavan, Peter Szolovits

Keywords Abstract Paper

Knowledge Graph Embedding, Isomorphism, Rules, Common Sense, Implication Rules, Knowledge Graph, Isomorphic Embedding, Semantics Mining, Rule Mining, TransH

Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Minjoon Seo

Keywords Abstract Paper

Semantic Parsing, NLIDB, WikiSQL, Question Answering, SQL, Information Retrieval

Mrinmaya Sachan

Keywords Abstract Paper

Fabio Petroni, Patrick Lewis, Aleksandra Piktus and

Tim Rocktäschel, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel

Keywords Abstract Paper

Rajarshi Das, Ameya Godbole, Shehzaad Dhuliawala and

Manzil Zaheer, Andrew McCallum

Keywords Abstract Paper

case based reasoning, non-parametric reasoning, knowledge base completion

Changlong Yu, Hongming Zhang, Yangqiu Song and

Wilfred Ng, Lifeng Shang

Keywords Abstract Paper

eventuality knowledge graph, entailment graph, commonsense reasoning

Ali Hürriyetoğlu, Erdem Yörük, Deniz Yüret and

Osman Mutlu, Çağrı Yoltar, Fırat Duruşan, Burak Gürel

Keywords Abstract Paper

protests, contentious politics, news, text classification, event extraction, social sciences, political sciences, computational social science

Georgios Sidiropoulos, Nikos Voskarides, Evangelos Kanoulas

Keywords Abstract Paper

Question Answering, Knowledge Graph, Domain Adaptation

Amelie Levray, Vaishak Belle

Keywords Abstract Paper

credal networks, imprecise probabilities, tractable learning

Somin Wadhwa, Kanhua Yin, Kevin S. Hughes, Byron Wallace

Keywords Abstract Paper

Cancer genetics, biomedical nlp, information extraction, clinical informatics, knowledge base construction

Dung Thai, Zhiyang Xu, Nicholas Monath and

Boris Veytsman, Andrew McCallum

Keywords Abstract Paper

sequence labeling, information extraction, auto-generated dataset

Xinyu Hua, Lei Li, Lifeng Hua, Lu Wang

Keywords Abstract Paper

Entity Linking, Chinese social media, Data Augmentation

Hiba Arnaout, Simon Razniewski, Gerhard Weikum

Keywords Abstract Paper

information retrieval, knowledge bases, ranking, negation

Pouya Pezeshkpour, Yifan Tian, Sameer Singh

Keywords Abstract Paper

Knowledge Graph Completion, Link prediction, Calibration, Triple Classification

Yatin Nandwani, Ankesh Gupta, Aman Agrawal and

Mayank Singh Chauhan, Parag Singla, Mausam

Keywords Abstract Paper

xai, kbc, templates, outcome explanation, templates

Zhengbao Jiang, Jun Araki, Donghan Yu and

Ruohong Zhang, Wei Xu, Yiming Yang, Graham Neubig

Keywords Abstract Paper

relation entailment, structured information, textual information

Thibault Févry, Nicholas FitzGerald, Livio Baldini Soares, Tom Kwiatkowski

Keywords Abstract Paper

Entity linking, Pre-training, Wikification

Haoyu Wang, Vivek Kulkarni, William Yang Wang

Keywords Abstract Paper

Knowledge Graph, Contextualized Embeddings

Nikita Bhutani, Aaron Traylor, Chen Chen and

Xiaolan Wang, Behzad Golshan, Wang-Chiew Tan

Keywords Abstract Paper

knowledge base construction, matrix factorization, mining opinion implications

Aida Amini, Antoine Bosselut, Bhavana Dalvi Mishra and

Yejin Choi, Hannaneh Hajishirzi

Keywords Abstract Paper

Reading comprehension, contextual encoding, encoder-decoder architecture, procedural text, entity tracking

Varun Embar, Bunyamin Sisman, Hao Wei and

Xin Luna Dong, Christos Faloutsos, Lise Getoor

Keywords Abstract Paper

entity resolution, entity linkage, variations, product linkage, product catalogs