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2: Chapter 3 in Stephen Tratz. 2011.Semantically-enriched parsingfor natural language understanding. University of Southern California. Reference 3: Advanced Semantics for Commonsense Knowledge Extraction [...] mandatory . Topics A psychological view on commonsense knowledge Reference 1: McRae, Ken, et al. "Semantic feature production norms for a large set of living and nonliving things." Behavior research methods [...] Resource, Ning et al., NAACL 2018 Reference 2: CauseNet: Towards a Causality Graph Extracted from the Web, Heindorf et al., CIKM 2020 Quantitative and comparative knowledge Reference 1: How Large Are Lions

nal Conference on Web Search and Data Mining, pp. 663-671. 2020. Khashabi, Daniel, Tushar Khot, Ashish Sabharwal, and Dan Roth. "Question answering as global reasoning over semantic abstractions." In AAAI [...] Boyd-Graber. "Complex Factoid Question Answering with a Free-Text Knowledge Graph." In Proceedings of The Web Conference 2020, pp. 1205-1216. 2020. Asai, Akari, Kazuma Hashimoto, Hannaneh Hajishirzi, Richard Socher [...] and Ganesh Ramakrishnan. "Neural architecture for question answering using a knowledge graph and web corpus." Information Retrieval Journal 22, no. 3-4 (2019): 324-349. Bhutani, Nikita, and H. V. Jagadish

"Towards a question answering system over the semantic Web." Semantic Web (2018): 1-19. [10] Berant, Jonathan, Andrew Chou, Roy Frostig, and Percy Liang. "Semantic parsing on freebase from question-answer pairs [...] question answering over RDF data." In Proceedings of the 21st international conference on World Wide Web , pp. 639-648. 2012. [2] Abujabal, Abdalghani, Rishiraj Saha Roy, Mohamed Yahya, and Gerhard Weikum [...] learning for open-domain question answering over knowledge bases." In Proceedings of the 2018 World Wide Web Conference , pp. 1053-1062. 2018. [3] Ravichandran, Deepak, and Eduard Hovy. "Learning surface text

Information Retrieval Mohammad Alsulmi and Ben Carterette. 2016. Improving clinical case search using semantic based query reformulations. In Bioinformatics and Biomedicine (BIBM'16). Sendong Zhao, Chang Su [...] Knowledge-aware Assessment of Severity of Suicide Risk for Early Intervention. In The World Wide Web Conference (WWW ’19). Payam Karisani and Eugene Agichtein. 2018. Did You Really Just Have a Heart Attack [...] Robust Detection of Personal Health Mentions in Social Media. In Proceedings of the 2018 World Wide Web Conference (WWW ’18). Social Media Analysis for Health Care Kathy Lee, Ashequl Qadir, Sadid A. Hasan

in Text and Tables ASCENT Advanced Semantics for Commonsense Knowledge Extraction , by Tuan-Phong Nguyen ASCENT++ Refined Commonsense Knowledge from Large-Scale Web Contents , by Tuan-Phong Nguyen Candle

Data Mining (DM) are methodologies for organizing, searching and analyzing digital contents from the web, social media and enterprises as well as multivariate datasets in these contexts. IR models and algorithms [...] include text indexing, query processing, search result ranking, and information extraction for semantic search. DM models and algorithms include pattern mining, rule mining, classification and recommendation

8fz/AADD2jHxBZm31IZ0n3U_Dnf8a?dl=0 WebChild WebChild is a large collection of commonsense knowledge, automatically extracted and disambiguated from Web contents. WebChild contains triples that connect [...] fine grained disambiguated assertions) of WebChild. Further links: Dedicated WebChild page WebChild: Harvesting and Organizing Commonsense Knowledge from the Web, Niket Tandon, Gerard de Melo, Fabian Suchanek [...] high-quality cultural commonsense knowledge (CCSK) at scale. Candle extracts CCSK assertions from a huge web corpus and organizes them into coherent clusters, for 3 domains of subjects (geography, religion,

Required: [15] Optional: [16], [17] 11 June no class 18 June Semantic matching Background: [19] Required: [21], [22] Optional: [20] 25 June Semantic matching #2 due, #3 assigned Background: [23], [24], [25] [...] Probabilistic Latent Semantic Indexing. Thomas Hofmann. SIGIR '99. [ pdf ] [20] Information Retrieval as Statistical Translation. Adam Berger and John Lafferty. SIGIR '99. [ pdf ] [21] Semantic Term Matching [...] Chang, Kenton Lee, and Kristina Toutanova. NAACL '19. [ pdf ] [26] Learning Deep Structured Semantic Models for Web Search using Clickthrough Data. Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Acero

Imperative Language A Compiler Types Program Analysis Denotational Semantics Hoare Logic Abstract Interpretation Resources The Concrete Semantics web site lists the most important resources for this course. It [...] Research Departments Automation of Logic Teaching Summer 2019 Concrete Semantics with Isabelle/HOL Concrete Semantics with Isabelle/HOL Sophie Tourret and Mathias Fleury Advanced course at Universität [...] interactive theorem proving, program semantics, or both. You missed Prof. Smolka's lectures but would still like to learn about interactive theorem proving, program semantics, or both. You want to develop special

workshop at International Semantic Web Conference (ISWC) 2023) [ pdf ] [ code ] 6. Shrestha Ghosh, Simon Razniewski, Gerhard Weikum. Class Cardinality Comparison as a Fermi Problem. (Web Conference 2023) [ pdf [...] Shrestha Ghosh, Simon Razniewski, Gerhard Weikum. Uncovering Hidden Semantics of Set Information in Knowledge Bases. Journal of Web Semantics (JWS 2020) [ pdf ] [ code|data ] 1. Shrestha Ghosh, Simon Razniewski [...] Simon Razniewski, Damien Graux, Gerhard Weikum. CardiO: Predicting Cardinality from Online Sources. (Web Conference 2024) [ pdf ] [ poster ] [ code|data ] 8. Simon Razniewski, Hiba Arnaout, Shrestha Ghosh