Tasks that ultimately require knowledge-based multimedia techniques (content-oriented search, assessment, abstracting, etc.) are still to a major extent carried out manually. PATExpert’s overall scientific goal is to change the paradigm currently followed for patent processing from textual (viewing patents as text blocks enriched by “canned” picture material, sequences of morpho-syntactic tokens, or collections of syntactic structures) to semantic (viewing patents as multimedia knowledge objects) processing. PATExpert developed a multimedia content representation formalism based on Semantic Web technologies for selected technology areas and investigate the retrieval, classification, multilingual generation of concise patent information, assessment and visualization of patent material encoded in this formalism, taking the information needs of all user types as defined in a user typology into account. PATExpert’s technological goal was to develop a showcase that demonstrates the viability of PATExpert’s approach to content representation for real applications. The composition and the competence of the Consortium ensured the achievement of these goals.
Our pick of the week by @lina_conti: "Exploring NMT Explainability for Translators Using NMT Visualising Tools" by Gonzalez-Saez, @MariamNakhle, @MeLlamoJamesT, @raheel_qader, @didier_schwab, et al., 2024.
#NMT #NLP #NLProc #explainiableAI #XAI
Our pick of the week by @beomseok_lee_: "DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding" by Shon, @shinjiw_at_cmu, et al., 2024.
#SLU #speech #LLM
Our pick of the week by @BeatriceSavoldi: "Rethinking Model Evaluation as Narrowing the Socio-Technical Gap" by @QVeraLiao and @ZiangXiao, 2023.
#Human #HumanCentered #Model #Evaluation #ModelEvaluation #AI
📢Come and join our group!
We offer a fully funded 3-year PhD position with the IECS Doctorate School @UniTrento:
Speech Translation in the LLM Era (Area A6)
⏱️Deadline: August 5th, 2024, h 4.00pm (CEST)
📌Application Details: https://iecs.unitn.it/education/admission/call-for-application
#NLProc @FBK_research