Lillie Padilla is an Assistant Professor of Spanish Linguistics at Sam Houston State University's Department of World Languages and Cultures. Holding a Ph.D. and M.A. in Spanish Linguistics from Arizona State University alongside a Bachelor of Arts from the University of Ghana, her research explores interdisciplinary connections between: Afro-Latinx representation in educational materials Discourse analysis and language ideologies Sociolinguistic studies in Equatorial Guinea Critical race theory applications in language teaching Her work focuses on Spanish subject pronoun expression patterns in multilingual contexts and curriculum development for inclusive pedagogy. Recent publications examine: Representation gaps in Spanish language textbooks Methodological challenges in Equatorial Guinea research Critical discourse analysis of Netflix's Elite series Intersectional representation of Afro-Latinx women Scientific achievements include: Finalist for American Association of Linguistics 2025 award for co-edited volume Representation, Inclusion and Social Justice in World Language Teaching Padilla's research continues to shape conversations about linguistic diversity and marginalized voices in language education through both empirical studies and theoretical frameworks.
Dr. Diyi Yang is an Assistant Professor in the Computer Science Department at Stanford University. She leads the Social and Language Technologies (SALT) Lab, affiliated with the Stanford NLP Group, Stanford HCI Group, Stanford AI Lab (SAIL), and Stanford Human-Centered Artificial Intelligence (HAI). Her research focuses on socially aware natural language processing, large language models (LLMs), and human-AI interaction, aiming to improve human-human and human-computer communication through socially grounded AI systems. Education: Ph.D. in Language Technologies Institute, Carnegie Mellon University (2013–2019) B.S. in ACM Honored Class, Shanghai Jiao Tong University (2009–2013) Research Interests: Dr. Yang’s work bridges computational social science and NLP. She explores how AI can understand social contexts in language use and develop systems that respect cultural norms, ethical standards, and human values. Her lab’s projects include AI companions for skill training (e.g., Rehearsal Dialects), norm-aware LLMs (NormBank), and frameworks for human-AI collaboration (Co-Gym). Recent efforts address bias in AI, societal impacts of LLMs, and ethical evaluation of human-AI systems. Awards & Honors: 2024: Sloan Research Fellowship, ONR Young Investigator Award 2023: Adamic-Glance Young Distinguished Award (ICWSM), Kavli Fellow (NAS) 2022: NSF CAREER Award, Microsoft Research Faculty Fellow 2020: IEEE AI’s 10 to Watch Advising & Grants: Dr. Yang advises over 10 PhD students and postdocs, co-leading projects on LLM evaluation (SWE-bench/SWE-smith), human-AI ethics, and culturally aware NLP. Her research is supported by NSF, Amazon, DARPA, Google, and Stanford’s HAI initiative. Labs & Teams: The SALT Lab collaborates across disciplines, with projects spanning computer science, linguistics, and social sciences. Current initiatives include developing AI tools for mental health support (AI Partner & Mentor) and auditing societal impacts of LLMs.
David Bamman is an Associate Professor in the School of Information at UC Berkeley, specializing in applying Natural Language Processing (NLP) and machine learning to cultural and social science questions. He leads research in born-literary NLP, computational humanities, and cultural analytics, with affiliated roles in EECS, Linguistics, and Computational Precision Health. Bamman holds degrees from Carnegie Mellon (Ph.D., 2015), Boston University (M.A., 2006), and University of Wisconsin-Madison (B.A., 1998). His work is supported by NEH, NSF, and industry grants. Educations: Ph.D. in Computer Science (2015), Carnegie Mellon University M.A. in Applied Linguistics (2006), Boston University B.A. in Classics (1998), University of Wisconsin-Madison Research Interests: NLP for underserved domains (e.g., literature, social media), coreference resolution, cultural analytics, and computational methods for studying literature and culture. Projects include LitBank and BookNLP datasets. Grants & Awards: Hellman Fellow (2019), Amazon Research Award (2017), NSF CAREER Award, and NEH funding. Teaching: Courses include Natural Language Processing (Info 159/259), Computational Humanities (INFO 190), and Applied NLP (INFO 256). His research group explores topics like racial representation in high school literature, Hollywood diversity metrics, and the sociocultural implications of LLMs. Bamman advises multiple PhD students and collaborates on datasets like CMU Book Summaries and 11K Latin Books.
Emily C. Bartels is a Professor of English at Rutgers University specializing in early modern literature and culture, with particular expertise in Shakespearean and non-Shakespearean drama. She has served as director, and is now dean, of the Middlebury Bread Loaf School of English since 2010, a summer Master's program designed for K-12 English teachers. Professor Bartels received her BA from Yale University and both her MA and PhD from Harvard University. Her academic background positioned her to become a leading scholar in Renaissance literature studies. Her research examines questions of race, cross-cultural relations, gender, genre, and performance in early modern English drama. Professor Bartels is renowned for her groundbreaking work on Shakespeare's Othello and Christopher Marlowe's plays, analyzing how these texts represent cultural and racial difference. She has significantly contributed to postcolonial approaches to early modern literature, revealing how English drama engaged with global encounters and representations of the 'other' during the Renaissance period. Her scholarship demonstrates how early modern writers both reflected and shaped contemporary attitudes toward difference, particularly regarding race, religion, and national identity. Professor Bartels' publications reveal a consistent scholarly trajectory examining racial and cultural representation in early modern England. Her work spans from detailed analyses of specific plays like Hamlet and Julius Caesar to broader studies of how England conceptualized Africa and non-Christian cultures during the Renaissance. A recurring theme throughout her career is the analysis of how early English drama both reflected and shaped contemporary attitudes toward difference, particularly regarding race, religion, and national identity. Roma Gill Prize for Best Work on Christopher Marlowe (1993-94) for Spectacles of Strangeness: Imperialism, Alienation, and Marlowe Board of Trustees Fellowship for Scholarly Excellence (1993) School of Arts and Sciences Award for Distinguished Contributors to Undergraduate Education (2008 & 1993) Warren I. Susman Award for Excellence in Teaching (2008) Solmsen Fellowship at the Institute of Research in the Humanities, University of Wisconsin (1995) Black Atlantic Project fellowship from the Rutgers Center for Historical Analysis Professor Bartels has demonstrated exceptional commitment to both research and teaching excellence. She has developed innovative courses exploring the intersections of literature, history, and cultural studies, including undergraduate seminars on Othello and Hamlet, and graduate courses on Shakespeare Page and Stage. Her administrative role as dean of the Middlebury Bread Loaf School of English demonstrates her commitment to education beyond traditional university settings. Her fellowships from prestigious institutions indicate successful grant acquisition throughout her distinguished career. Professor Bartels has been actively involved with the Shakespeare Association of America and has collaborated with international scholars like Emma Smith of the University of Oxford. Her work has positioned her at the forefront of conversations about early modern literature, race studies, and postcolonial approaches to Renaissance drama, influencing how scholars understand the intersections of literature, race, and cultural identity in the early modern period.
Dr. François Soyer is an Associate Professor at the University of New England's School of Humanities, Arts, and Social Sciences, specializing in Early Modern History. He holds a PhD from the University of Cambridge (2007) and has held academic positions at the University of Southampton and the University of Adelaide. His research focuses on anti-Semitism, the Spanish and Portuguese Inquisitions, gender/sexuality history, and colonial empires. He has authored multiple books and articles, including Popularizing anti-Semitism in early modern Spain and its empire (2014) and Antisemitic conspiracy theories in the early modern Iberian world (2019). His work often examines how religious persecution intersected with medical, artistic, and legal practices. Education: PhD in History, University of Cambridge (2007) MPhil in History, University of Cambridge (2003) MA Honours, University of St. Andrews (2002) Postgraduate Certificate in Academic Practice, University of Southampton (2011) Research Interests: Anti-Semitic propaganda and conspiracy theories Inquisitorial archives and legal practices Gender transgression and queer histories Censorship of art and religious imagery His recent publications explore the Blood Libel legend, the trial of Catalan cross-dresser Maria Duran, and the emotional dimensions of religious conversion. He has been awarded fellowships from the Royal Historical Society and the Parkes Institute. His current projects include tracing the origins of anti-Jewish iconography in colonial Peru and analyzing the role of emotion in early modern religious trials.
Ann D. Braude is a Senior Lecturer on American Religious History and Director of the Women's Studies in Religion Program at Harvard Divinity School (HDS), affiliated with Harvard University. She joined HDS in 1998 after roles at Carleton College and Macalester College. Her work emphasizes inclusive religious narratives, particularly exploring intersections of gender, spirituality, and social movements. Key research areas include 19th-century Spiritualism, Indigenous religious perspectives, and modern abstract art's relationship to spirituality. Braude holds an AB from Vassar College, MA from the University of Chicago, and PhD from Yale University. Her research has produced influential works like Radical Spirits (2008) and Sisters and Saints (2007), which examine women's roles in shaping religious history. She organized pivotal conferences such as the 2005 celebration of women at HDS and curated the bicentennial exhibition Faces of Divinity (2016). Her current projects include studying gender dynamics in abstract painting and Native American religious frameworks through a biennial speakers series. Braude’s courses focus on American religious history, feminist theology, and Indigenous religious studies. Her articles and public engagement reflect a commitment to bridging academic research with broader societal conversations about religion, gender, and culture. She maintains active roles in both Harvard Divinity School and the broader academic community, contributing to interdisciplinary dialogues on pluralism and religious diversity.
Professor Matthew Treherne is a leading scholar in Italian literature at the University of Leeds, where he holds the position of Professor of Italian Literature in the School of Languages, Cultures and Societies within the Faculty of Arts, Humanities and Cultures. He currently serves as Pro-Dean for Research and Innovation, and co-directs the Leeds Centre for Dante Studies. His research bridges medieval and Renaissance literature with contemporary issues such as finance, ecology, and technology. PhD in Italian Literature, University of Cambridge (2007) Diploma in Management Studies, Judge Business School, University of Cambridge (2000) M.Phil in European Literature (Distinction), University of Cambridge (1999) BA in Modern and Medieval Languages (First-class), University of Cambridge (1997) Matthew Treherne's research focuses on Dante and late-medieval religious culture, with a strong emphasis on the liturgical imagination and theological discourse in poetry. He explores how Dante’s work can inform modern debates on the ecological crisis, financialisation, and time. His interdisciplinary approach integrates theology, philosophy, and cultural studies. He leads the project The Cultural Life of Money and Finance , which investigates how the humanities can shape financial futures. His recent publications include Dante’s ‘Commedia’ and the Liturgical Imagination and co-edited volumes on Dante’s theology. His recent scholarly articles and chapters show a consistent engagement with Dante’s theological and poetic structures, Tasso’s religious poetry, and the role of art and liturgy in early modern culture. Themes such as sacramentality, time, vision, and interdisciplinarity recur across his work, reflecting a deep commitment to understanding literature as a living, ethically engaged practice. University Teaching Fellowship Developmental University Teaching Fellowship Faculty of Arts Development Teaching Prize Treherne has supervised numerous PhD students and fosters research-led teaching, notably through projects like Discover Dante and the Leeds Dante Podcast . He has led major research initiatives, including the AHRC-funded Dante and Late Medieval Florence , and collaborates widely across disciplines and institutions. He is also active in public engagement, contributing to BBC Radio 4’s In Our Time and curating podcast series such as Conversations on Dante and Arts and Humanities Futures . He co-leads the Cultural Life of Money and Finance project with Invisible Flock, blending humanities research with creative practice.
John MacFarlane is a Professor of Philosophy at the University of California, Berkeley , with affiliations to the Group in Logic and the Methodology of Science and co-organizer roles in the Meaning Sciences Club and Townsend Center Working Group . His research spans philosophy of language, philosophical logic, metaphysics, epistemology, philosophy of mathematics, history of logic , and ancient philosophy , particularly Aristotle . He has held visiting positions at institutions like École des Hautes Études en Sciences Sociales (EHESS), Paris . Education : Ph.D. in Philosophy (2000, University of Pittsburgh), M.A. in Classics (1997) and Philosophy (1994), A.B. summa cum laude in Philosophy (1991, Harvard). Research Interests focus on semantic relativism , particularly assessment sensitivity as explored in his book Assessment Sensitivity: Relative Truth and Its Applications (Oxford, 2014). He investigates how epistemic modals and vagueness interact with truth evaluation. His work in philosophical logic includes a textbook Philosophical Logic: A Contemporary Introduction (Routledge, 2021). Secondary interests include ancient philosophy (Aristotle, Plato), formal logic , and fiddlosophy . Article Trends reveal contributions to relativism , epistemic modals , vagueness , and logicism . His recent work (2025) examines Plato’s Protagoras and belief utility , while 2022–2020 articles address semantic indecision and probabilistic knowledge . Earlier works (2008–2000) include foundational studies on Frege, Kant, and Aristotle . Scientific Awards include a 2023 Residential Fellowship at Wissenschaftskolleg, Berlin (declined), 2016–17 Fellow at IEA Paris , and 2015 American Academy of Arts and Sciences membership . He has received multiple Humanities Research Fellowships at Berkeley (2016, 2008, 2003) and Research Enabling Grants (2000–2009). Advising includes supervising 15+ PhD students in areas like logic, epistemology, and philosophy of language . Notable advisees include Richard Lawrence (2017) and Sophie Dandelet (2021). He also guided honors theses at Berkeley, such as Benjamin Logan’s work on epistemic modals (2018). Labs and Teams involve co-organizing the Townsend Center Working Group in History and Philosophy of Logic, Mathematics, and Science and contributing to the Group in Logic and Methodology of Science . His interdisciplinary approach integrates philosophy, logic, and computational tools , including creating Pandoc for document conversion.
Dr. Michael R. Griffiths is a Senior Lecturer in English Literatures at the University of Wollongong, where he has been teaching since 2014. He serves as the Internationalisation Director in the School of the Arts, English and Media, managing global collaborations including UOW's campuses in Hong Kong and Dubai. Previously, he was a Postdoctoral Fellow at Columbia University's Institute for Comparative Literature and Society from 2012-2014. His educational background includes: PhD in English from Rice University (2012) Griffiths's research focuses on postcolonial literary theory, settler colonial studies, and Indigenous literatures, with a growing emphasis on decolonial thought. His work critically examines representations of Aboriginal people and culture in Australian literature, the politics of authorship in anticolonial thought, and intersections between critical animal studies and ecocriticism. In his scholarship, Griffiths explores how literature engages with questions of identity, difference, and belonging in settler colonial contexts, often challenging conventional approaches to cultural appropriation and representation. His recent publications demonstrate a clear trajectory toward examining the intersections between poststructuralist literary theory and anticolonial thought. The publication of his 2025 book The Death of the Author and Anticolonial Thought represents a significant contribution to understanding how thinkers like Edward Said and Édouard Glissant responded to Roland Barthes's "death of the author" thesis. His earlier work, particularly his 2018 monograph The Distribution of Settlement: Appropriation and Refusal in Australian Literature and Culture , established him as a scholar examining representations of Aboriginal people by non-Indigenous writers in Australian literature. Griffiths serves as Chair of the South Pacific Association for Commonwealth Literature and Language Studies (SPACLALS) and is on the editorial advisory board of Australian Literary Studies . He has also co-edited special issues of Continuum on freedom of speech debates, which received notable attention and was reprinted as a book titled Unsettled Voices . As a supervisor, Griffiths has mentored numerous PhD and Master's students through projects examining diverse topics including Indigenous Trinidadian theatre, hauntings in Chinese-Australian literature, and cosmopolitanism in Indian English fiction. His grant history shows consistent funding support for research on Australian literature, settler colonial studies, and international academic collaborations, particularly with Wuhan University in China. Griffiths contributes to several research networks focused on postcolonial studies and settler colonialism, including the South Pacific Association for Commonwealth Literature and Language Studies, which he chairs, and maintains active engagement with global scholarly conversations through his academic profiles and social media presence.
Xi Lian serves as the David C. Steinmetz Distinguished Professor of World Christianity at Duke Divinity School and is currently a Yang Visiting Scholar at Harvard Divinity School. His scholarly work examines the complex relationship between Christianity and Chinese society across historical periods. His educational background includes: BA and MA from Fujian Normal University PhD from the State University of New York at Albany Professor Lian's research focuses on: The development of indigenous Chinese Christian movements Religious transformation in post-Mao China Christian missionary history in China Religion's role in cultural and political change He has authored several groundbreaking books including The Conversion of Missionaries: Liberalism in American Protestant Missions in China, 1907-1932 (1997), Redeemed by Fire: The Rise of Popular Christianity in Modern China (2010), and Blood Letters: The Untold Story of Lin Zhao, a Martyr in Mao's China (2018). His current research investigates how homegrown Christianity has emerged as a transformative force in contemporary Chinese public life, offering new moral frameworks in the post-Mao era. Professor Lian's scholarship bridges historical, theological, and sociological perspectives to document how Christian beliefs have been adapted within Chinese cultural contexts, challenging Western-centric narratives about global Christianity.
Professor Andrew Chadwick is a leading scholar in political communication and digital media studies at Loughborough University, where he directs the Online Civic Culture Centre (O3C). He holds a BSocSc from Birmingham, MSc and PhD from the London School of Economics. His research focuses on hybrid media systems, disinformation dynamics, and digital politics. Key contributions include conceptualizing hybrid media events and analyzing misinformation in personal messaging platforms. His work has been recognized with prestigious awards, including the APSA Best Book Award. He supervises numerous PhD students exploring topics like social media influence, public opinion, and digital disinformation. Current projects include the Leverhulme-funded Everyday Misinformation Project examining numerical disinformation on messaging apps. His media engagements span BBC Radio 4 to The Washington Post. Research highlights include studies on misinformation warnings' ineffectiveness, vaccine hesitancy, and the role of celebrities in political representation. O3C serves as a hub for interdisciplinary research on digital civic culture. Chadwick’s academic leadership includes roles in editorial boards for top journals and international conference keynotes.
Marcela Echeverri Muñoz is an Associate Professor in the Department of History at Yale University, affiliated with the Faculty of Arts and Sciences. Her scholarship bridges history, anthropology, and political theory, with a focus on Latin America, the Atlantic World, and the Spanish Empire. She is recognized for her interdisciplinary approach to understanding political subjectivities, state formation, and social transformation during the Age of Revolutions. PhD in Latin American and Caribbean History, New York University, 2008 MA in History of the Hispanic World, Fundación MAPFRE-Tavera and CSIC, Madrid, 2006 MA in Social and Political Theory, The New School for Social Research, 2001 BA in Anthropology, Universidad de los Andes, Bogotá, 1997 Her research centers on the interplay of race, gender, law, and political theory in colonial and 19th-century Latin America. She investigates how enslaved and Indigenous peoples navigated imperial and republican transitions, particularly through royalist affiliations. Her work challenges peripheral narratives of Spanish America in Atlantic slavery studies, positioning the region as a central site of abolitionist and constitutional experimentation. The trends in her recent publications reveal a sustained focus on slavery, abolition, and political transformation in the Spanish American mainland. She analyzes how anti-slavery movements were intertwined with republicanism, citizenship, and state formation, especially in Gran Colombia. Her scholarship spans legal history, Atlantic processes, and transimperial dynamics, often highlighting marginalized voices in revolutionary contexts. She frequently contributes to major reference works and edited volumes on Atlantic revolutions and Latin American independence. Her scientific awards and fellowships reflect her standing in the field: James Alexander Robertson Prize Michael Jiménez Prize Bolton-Johnson Prize Honorable Mention Yale Heyman Prize for Outstanding Scholarly Publication Alexander von Humboldt Research Fellowship MacMillan Research Fellow, Yale Mellon Residential Fellow, CUNY NEH Summer Institute Participant, Johns Hopkins Fellowships from John Carter Brown Library, CSIC, Fundación Mapfre, and Instituto Colombiano de Antropología e Historia Echeverri has secured significant research grants from Harvard’s Atlantic History Seminar, CUNY Research Foundation, and Yale. She has co-edited special issues on Gran Colombian history and Spanish American abolition, and led key academic initiatives including the Race and Slavery in the Atlantic World Working Group and the Early Modern Empires Workshop at Yale. Though student advising is not explicitly detailed, her role as a senior scholar implies mentorship of graduate students. She is affiliated with several research networks and has been a visiting scholar at institutions such as Freie Universität Berlin. Her ongoing book project on Gran Colombian slavery underscores her commitment to redefining the hemispheric significance of Latin American abolition. She remains an active contributor to both scholarly and pedagogical conversations in Atlantic and Latin American history.
Ksana Blank is a Senior Lecturer at Princeton University’s Department of Slavic Languages and Literatures. She coordinates the Russian Language Program and directs the Princeton-in-Petersburg Program, fostering academic exchange and interdisciplinary research. With a PhD in Russian Literature (Columbia University, 1997) and a BA in French Philology (St. Petersburg State University, 1979), her academic career spans over two decades at Princeton, preceded by teaching roles at Hunter College and Middlebury College Russian Summer School. Education: PhD, Russian Literature, Columbia University (1997) BA, French Philology, St. Petersburg State University (1979) Her research centers on Russian literature, emphasizing stylistic analysis and interdisciplinary connections with music, visual arts, folklore, and religious philosophy. Notable works include studies on Dostoevsky’s dialectics, Gogol’s The Nose , and the interplay between Russian modernism and Western art movements. She has authored multiple books and articles, many translated into Russian, and has published in academic journals across Russia, Europe, and China. Recent publications explore Dostoevsky’s paradoxes, Gogol’s linguistic innovation, and the intersection of Russian literature with music (Shostakovich), art (Malevich), and philosophy. Her 2023 book Парадоксы классики expands traditional interpretations of classic works through interdisciplinary lenses, while her 2021 The Nose guide deciphers Gogol’s wordplay and its narrative function. Earlier works address Tolstoy’s spiritual crisis and Bakhtinian dialogism in Russian literary theory. While no scientific awards are listed, her contributions to pedagogy include advanced Russian language courses and graduate-level Tolstoy studies. She currently works on Leo Tolstoy’s The Prisoner of the Caucasus and teaches courses on Russian literature, spirituality, and translation.
Sanjay Subrahmanyam is Distinguished Professor of History and Irving & Jean Stone Endowed Chair in Social Sciences at UCLA's Department of History. A globally recognized historian of the early modern period (15th-18th centuries), he previously held prestigious positions at the Collège de France (2013-2021), University of Oxford (2002-2004), and Ecole des Hautes Etudes en Sciences Sociales in Paris (1995-2002). He founded UCLA's Center for India and South Asia (2005-2011) and maintains significant academic engagement in France through media appearances and lectures. His educational background includes: M.A. in Economics (First Rank with Gold Medal), Delhi School of Economics (1982) Ph.D. in Economic History, Delhi School of Economics (1987) Honorary D.Litt., University of Calcutta (2015) Doctorat honoris causa, Université catholique de Louvain (2017) Subrahmanyam's research revolutionized global historical methodology through his pioneering concept of 'connected histories,' which challenges Eurocentric periodization and emphasizes horizontal connections across regions. His work spans South Asian political culture, Indian Ocean trade networks, Iberian imperial systems, and Mughal court dynamics, consistently integrating multilingual archives and visual sources. He demonstrates exceptional mastery in synthesizing Portuguese, Spanish, Persian, Tamil, and Sanskrit materials to reconstruct non-Western perspectives on early modern globalization. His recent publications reveal intensified focus on transcultural encounters, maritime archaeology, and the material dimensions of empire. Works like Across the Green Sea (2024) and Mirrors of Empire (2026) showcase his shift toward analyzing ego-documents and visual culture to explore identity formation in frontier zones. The consistent thread remains his critique of civilizational boundaries and emphasis on fluid cultural exchanges across the Indian Ocean world. His scientific recognition includes: Infosys Humanities Prize (2012) Dan David Prize for History (2019) Prix International de l'Histoire (2020) Fellowship in American Academy of Arts and Sciences (2009) Corresponding Fellowship in British Academy (2016) Guggenheim Fellowship (2011-12) Subrahmanyam has mentored nine doctoral students to completion, maintaining active collaborations with Muzaffar Alam (University of Chicago), Velcheru Narayana Rao (University of Wisconsin), and David Shulman (Hebrew University). His editorial leadership includes co-editing The Cambridge World History (2015) and serving over a decade as Joint Managing Editor of the Indian Economic and Social History Review . He currently directs major international projects on Indo-Persian travel writing and Mughal intellectual networks. Though not leading a traditional laboratory, he coordinates the 'Connected Histories' research initiative across UCLA, Collège de France, and University of Chicago, fostering interdisciplinary teams examining early modern knowledge circulation. His public engagement includes regular contributions to French media (France 24, France Info) and curated exhibitions like the Codex Casanatense project.
David Martens is a Professor of Data Science at the University of Antwerp , where he directs the Applied Data Mining Research Group within the Faculty of Business and Economics . He also serves as Chair of the Department of Engineering Management and Director of the Antwerp Center on Responsible AI . His academic work spans data mining , interpretable machine learning , and the societal impact of AI . PhD in Applied Economic Sciences (KU Leuven, 2008) Director, Antwerp Center on Responsible AI Chair, Department of Engineering Management Martens' research focuses on responsible AI and data ethics , with applications in finance, public policy, and behavioral analysis. His recent publications emphasize counterfactual explanations , LLM interpretability , and privacy implications in AI systems. His articles reveal trends in Explainable AI (XAI) , including narrative-driven explanations , graph neural networks , and ethical challenges like monetization risks and algorithmic bias. Keywords span Computer Science , Artificial Intelligence , and Behavioral Data . Martens is a leading voice in data science ethics , authoring the book Data Science Ethics: Concepts, Techniques, and Cautionary Tales (Oxford University Press, 2022). He combines academic rigor with industry experience, having consulted for banks, telecom firms, and startups in fraud detection and digital advertising .
