Marti Hearst | Academic Influence

Marti Hearst's AcademicInfluence.com Rankings

Marti Hearst

Computer Science

#739

World Rank

#761

Historical Rank

#399

USA Rank

Database

#162

World Rank

#167

Historical Rank

#80

USA Rank

computer-science Degrees

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Computer Science

Marti Hearst's Degrees

PhD Computer Science University of California, Berkeley
Masters Computer Science University of California, Berkeley
Bachelors Mathematics University of California, Berkeley

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Why Is Marti Hearst Influential?

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According to Wikipedia, Marti Hearst is a professor in the School of Information at the University of California, Berkeley. She did early work in corpus-based computational linguistics, including some of the first work in automating sentiment analysis, and word sense disambiguation. She invented an algorithm that became known as "Hearst patterns" which applies lexico-syntactic patterns to recognize hyponymy relations with high accuracy in large text collections, including an early application of it to WordNet; this algorithm is widely used in commercial text mining applications including ontology learning. Hearst also developed early work in automatic segmentation of text into topical discourse boundaries, inventing a now well-known approach called TextTiling.

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Marti Hearst's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Automatic Acquisition of Hyponyms from Large Text Corpora (1992) (3751)
Trends & Controversies: Support Vector Machines (1998) (2766)
Text Tiling: Segmenting Text into Multi-paragraph Subtopic Passages (1997) (1450)
Why phishing works (2006) (1427)
Faceted metadata for image search and browsing (2003) (1122)
Reexamining the cluster hypothesis: scatter/gather on retrieval results (1996) (1007)
The state of the art in automating usability evaluation of user interfaces (2001) (942)
Untangling Text Data Mining (1999) (937)
Search User Interfaces (2009) (761)
TileBars: visualization of term distribution information in full text information access (1995) (726)
Multi-Paragraph Segmentation of Expository Text (1994) (699)
A Simple Algorithm for Identifying Abbreviation Definitions in Biomedical Text (2002) (579)
A Critique and Improvement of an Evaluation Metric for Text Segmentation (2002) (454)
Clustering versus faceted categories for information exploration (2006) (444)
Subtopic structuring for full-length document access (1993) (435)
Modern information retrieval: the concepts and technology behind search (2011) (410)
Finding the flow in web site search (2002) (395)
Automated Discovery of WordNet Relations (2004) (345)
Classifying Semantic Relations in Bioscience Texts (2004) (304)
Animated exploration of dynamic graphs with radial layout (2001) (288)
Cat-a-Cone: an interactive interface for specifying searches and viewing retrieval results using a large category hierarchy (1997) (255)
Empirically validated web page design metrics (2001) (244)
Scatter/gather browsing communicates the topic structure of a very large text collection (1996) (240)
Tag Clouds: Data Analysis Tool or Social Signaller? (2008) (226)
Rich interaction in the digital library (1995) (218)
Intelligent Connections: Battling with GA-Joe. (1998) (199)
Classifying the Semantic Relations in Noun Compounds via a Domain-Specific Lexical Hierarchy (2001) (177)
Should your MOOC forum use a reputation system? (2014) (174)
Adaptive Multilingual Sentence Boundary Disambiguation (1997) (174)
BioText Search Engine: beyond abstract search (2007) (158)
Noun Homograph Disambiguation Using Local Context in Large Text Corpora (1991) (153)
Automating Creation of Hierarchical Faceted Metadata Structures (2007) (153)
Direction-based text interpretation as an information access refinement (1992) (151)
Citances: Citation Sentences for Semantic Analysis of Bioscience Text (2004) (141)
Improving Web Site Design (2002) (133)
Assessing attractiveness in online dating profiles (2008) (126)
Trends & Controversies: Mixed-initiative interaction (1999) (118)
A Knowledge-Based Approach to Organizing Retrieved Documents (1999) (115)
Statistical profiles of highly-rated web sites (2002) (108)
The debate on automated essay grading (2000) (107)
Trends & Controversies: Information integration (1998) (105)
Adaptive Sentence Boundary Disambiguation (1994) (104)
Customizing a Lexicon to Better Suit a Computational Task (1996) (104)
Flexible Search and Navigation using Faceted Metadata (2002) (101)
Search Engine Statistics Beyond the n-Gram: Application to Noun Compound Bracketing (2005) (97)
UIs for Faceted Navigation Recent Advances and Remaining Open Problems (2008) (97)
The Descent of Hierarchy, and Selection in Relational Semantics (2002) (91)
Text tiling: A quantitative approach to discourse segmentation (1993) (90)
Hierarchical faceted metadata in site search interfaces (2002) (87)
Monitoring MOOCs: which information sources do instructors value? (2014) (87)
Using the Web as an Implicit Training Set: Application to Structural Ambiguity Resolution (2005) (85)
'Natural' search user interfaces (2011) (83)
Solving Relational Similarity Problems Using the Web as a Corpus (2008) (82)
Structuring Interactions for Large-Scale Synchronous Peer Learning (2015) (82)
Multi-way Relation Classification: Application to Protein-Protein Interactions (2005) (81)
TextTiling: A Quantitative Approach to Discourse (1993) (81)
An empirical foundation for automated web interface evaluation (2001) (81)
Using Verbs to Characterize Noun-Noun Relations (2006) (80)
Futzing and Moseying: Interviews with Professional Data Analysts on Exploration Practices (2019) (78)
Improving Search Results Quality by Customizing Summary Lengths (2008) (73)
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval (1999) (71)
Sketching intelligent systems (1998) (71)
HLT-NAACL 2003 : Human Language Technology conference of the North American Chapter of the Association for Computational Linguistics : proceedings of the main conference : May 27 to June 1, 2003, Edmonton, Alberta, Canada (2003) (69)
Cha-Cha: A System for Organizing Intranet Search Results (1999) (69)
Chatrooms in MOOCs: all talk and no action (2014) (64)
Exploratory search and HCI: designing and evaluating interfaces to support exploratory search interaction (2007) (62)
Improving Full-Text Precision on Short Queries using Simple Constraints (1996) (61)
SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization (2021) (61)
The Use of Categories and Clusters for Organizing Retrieval Results (1999) (57)
Nearly-Automated Metadata Hierarchy Creation (2004) (57)
What should blog search look like? (2008) (54)
Extracting references between text and charts via crowdsourcing (2014) (54)
Scatter/Gather as a Tool for the Navigation of Retrieval Results (1995) (54)
Aligning development tools with the way programmers think about code changes (2007) (54)
Applying the Multiple Cause Mixture Model to Text Categorization (1996) (53)
A commentary on the POSTGRES rules system (1989) (53)
Multi-Paragraph Segmentation of Expository Texts (1994) (51)
SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search (2020) (50)
Building intelligent systems one e-citizen at a time (1999) (48)
Semantic interpretation of noun compounds using verbal and other paraphrases (2013) (46)
Interfaces for Searching the Web (1997) (45)
Structural Ambiguity and Conceptual Relations (1993) (44)
Augmenting Scientific Papers with Just-in-Time, Position-Sensitive Definitions of Terms and Symbols (2020) (43)
Next Generation Web Search: Setting Our Sites (2000) (43)
Automatic Acquisition of Hyponyms (1992) (43)
The water filling model and the cube test: multi-dimensional evaluation for professional search (2013) (42)
Using Categories to Provide Context for Full-Text Retrieval Results (1994) (42)
An Evaluation of Semantically Grouped Word Cloud Designs (2019) (39)
Comparing the use of social networking and traditional media channels for promoting citizen science (2013) (39)
Metadata for mixed-media access (1994) (38)
The Summary Loop: Learning to Write Abstractive Summaries Without Examples (2020) (38)
Supporting exploratory text analysis in literature study (2013) (38)
Prerendered User Interfaces for Higher-Assurance Electronic Voting (2006) (37)
Multiple Choice Question Generation Utilizing An Ontology (2017) (37)
Tutorons: Generating context-relevant, on-demand explanations and demonstrations of online code (2015) (36)
BioText Team Report for the TREC 2003 Genomics Track (2003) (36)
Analyzing Log Analysis: An Empirical Study of User Log Mining (2014) (35)
Tools for loading MEDLINE into a local relational database (2004) (34)
A comparison of the affordances of a digital desk and tablet for architectural image tasks (2002) (33)
Full Text and Figure Display Improves Bioscience Literature Search (2010) (32)
AI's Greatest Trends and Controversies (2000) (31)
The State of the Art in Automated Usability Evaluation of User (2000) (31)
Improving aviation safety with information visualization: a flight simulation study (2005) (31)
Evaluating Information Visualization via the Interplay of Heuristic Evaluation and Question-Based Scoring (2016) (31)
Animated Exploration of Graphs with Radial Layout (2001) (30)
Exploring the Efficacy of Caption Search for Bioscience Journal Search Interfaces (2007) (29)
Building reliable voting machine software (2007) (29)
Text Data Mining (2005) (28)
Category-based Pseudowords (2003) (28)
A study of using search engine page hits as a proxy for n-gram frequencies (2005) (27)
What's Missing from Collaborative Search? (2014) (27)
ImproViz: visual explorations of jazz improvisations (2005) (26)
newsLens: building and visualizing long-ranging news stories (2017) (24)
Mixed-initiative interaction (1999) (23)
Inclusive data visualization for people with disabilities (2021) (23)
Evidence for Showing Gene/Protein Name Suggestions in Bioscience Literature Search Interfaces (2007) (23)
Visualizing information retrieval results: a demonstration of the TileBar interface (1996) (22)
Improving Instruction of Programming Patterns with Faded Parsons Problems (2021) (21)
Predicting Gene Functions from Text Using a Cross-Species Approach (2005) (21)
WordSeer: a knowledge synthesis environment for textual data (2013) (21)
Summarizing Key Concepts using Citation Sentences (2006) (21)
UCB: System Description for SemEval Task \#4 (2007) (20)
Using Mobile Technology and Social Networking to Crowdsource Citizen Science (2012) (20)
Refining Automatically-Discovered Lexical Relations: Combining Weak Techniques for Stronger Results (1992) (20)
Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text (2021) (20)
Xerox Site Report: Four TREC-4 Tracks (1995) (20)
Initial experiences with small group discussions in MOOCs (2014) (19)
Toward Interface Defaults for Vague Modifiers in Natural Language Interfaces for Visual Analysis (2019) (19)
Do Peers See More in a Paper Than Its Authors? (2012) (19)
Teaching Applied Natural Language Processing: Triumphs and Tribulations (2005) (18)
Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows (2021) (17)
What’s The Latest? A Question-driven News Chatbot (2020) (17)
Sewing the Seams of Sensemaking: A Practical Interface for Tagging and Organizing Saved Search Results (2013) (17)
Research in Support of Digital Libraries at Xerox PARC; Part I: The Changing Social Roles of Documents (1996) (17)
Would You Like A Chart With That? Incorporating Visualizations into Conversational Interfaces (2019) (17)
NLP Support for Faceted Navigation in Scholarly Collection (2009) (17)
Blogging Together: An Examination of Group Blogs (2009) (17)
A Method for Re ning Automatically-Discovered Lexical Relations: Combining Weak Techniques for Stronger Results (1992) (17)
Document-Level Definition Detection in Scholarly Documents: Existing Models, Error Analyses, and Future Directions (2020) (16)
Interactive Extraction of Examples from Existing Code (2018) (16)
Faceted Metadata for Information Architecture and Search (2007) (16)
Composing Flexibly-Organized Step-by-Step Tutorials from Linked Source Code, Snippets, and Outputs (2020) (16)
Automatically Generating Cause-and-Effect Questions from Passages (2021) (15)
What's Up with Tag Clouds? (2008) (15)
Intersecting Word Vectors to Take Figurative Language to New Heights (2016) (15)
Proceedings of the first ACM conference on Learning @ scale conference (2014) (15)
Research in Support of Digital Libraries at Xerox PARC: Part II: Paper and Digital Documents (1996) (15)
Extraction of semantic relations from bioscience text (2005) (14)
Towards augmenting crisis counselor training by improving message retrieval (2019) (14)
Supporting Annotation Layers for Natural Language Processing (2005) (14)
Comparing Performance and Usability Evaluation : New Methods for Automated Usability Assessment (1999) (13)
Future Trends in Expert Data Base Systems (1988) (13)
WordSeer: Exploring Language Use in Literary Text (2011) (13)
Proceedings of SIGIR '99 : 22nd International Conference on Research and Development in Information Retrieval, University of California, Berkeley August 1999 (1999) (13)
Can Natural Language Processing Become Natural Language Coaching? (2015) (12)
Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1 (2003) (12)
Clustering versus faceted categories for information exploration Communications of the (2006) (12)
Trends & Controversies: Dissonance on Audio Interfaces (1997) (11)
Examining the Usability of Web Site Search (2002) (11)
Revealing Collection Structure through Information Access Interfaces (1995) (11)
Xerox TREC-3 Report: Combining Exact and Fuzzy Predictors (1994) (11)
An Examination of Language Use in Online Dating Profiles (2009) (11)
Detecting figures and part labels in patents: competition-based development of graphics recognition algorithms (2014) (11)
Searching and browsing text collections with large category hierarchies (1997) (10)
Models of the Information Seeking Process (2009) (10)
Lux: Always-on Visualization Recommendations for Exploratory Data Science (2021) (10)
BioText Team Experiments for the TREC 2004 Genomics Track (2004) (10)
CIMA: A Large Open Access Dialogue Dataset for Tutoring (2020) (10)
Channeling the deluge: research challenges for big data and information systems (2013) (9)
News Headline Grouping as a Challenging NLU Task (2021) (9)
Context Fabric: Infrastructure Support for Context-Aware Systems (2001) (9)
HLT-NAACL 2003 : Human Language Technology conference of the North American Chapter of the Association for Computational Linguistics: companion volume : short parers, student research workshop, demonstrations, tutorial abstracts : May 27 to June 1, 2003, Edmonton, Alberta, Canada (2003) (9)
Building blocks for exploratory data analysis tools (2013) (8)
More Diverse Dialogue Datasets via Diversity-Informed Data Collection (2020) (8)
UCB System Description for the WMT 2007 Shared Task (2007) (8)
Overview of the symposium (1995) (8)
Multiple Alignment of Citation Sentences with Conditional Random Fields and Posterior Decoding (2007) (8)
The Sequoia 2000 Electronic Repository (1995) (8)
Cases as Structured Indexes for Full-Length Documents (1993) (8)
Math Augmentation: How Authors Enhance the Readability of Formulas using Novel Visual Design Practices (2022) (7)
Endoscopic removal of an intragastric Angelchik antireflux prosthesis. (1985) (7)
The changing relationship between information technology and society (1999) (7)
Patterns of Wisdom: Discourse-Level Style in Multi-Sentence Quotations (2016) (7)
Modeling Mathematical Notation Semantics in Academic Papers (2021) (6)
Space Series : simultaneous display of spatial and temporal data (1999) (6)
Presenting Web site search results in context: a demonstration (1998) (6)
Improving aviation safety with information visualization (2005) (5)
Search is dead!: long live search (2010) (5)
Exploring Challenging Variations of Parsons Problems (2020) (5)
NewsPod: Automatic and Interactive News Podcasts (2022) (5)
Information Visualization for Search Interfaces (2009) (5)
Semantic Diversity in Dialogue with Natural Language Inference (2022) (5)
Scaling Up BioNLP : Application of a Text Annotation Architecture to Noun Compound Bracketing (2005) (5)
Discovery of WordNet Relations (2004) (5)
Active Learning Assignments for Student Acquisition of Design Principles (2016) (5)
Information Visualization for Text Analysis (2009) (5)
How large should a digital desk be?: qualitative results of a comparative study (2000) (5)
Scim: Intelligent Faceted Highlights for Interactive, Multi-Pass Skimming of Scientific Papers (2022) (5)
The Evaluation of Search User Interfaces (2009) (4)
Trends and Controversies: Banter on Bayes: Debating the Usefulness of Bayesian Approaches to solving Practical Problems (1997) (4)
A Method for Refining Automatically-Discovered (1992) (4)
TileBars (1995) (4)
Contextualizing Retrieval of Full-Length Documents (1994) (4)
User Interfaces for Search by Marti A . Hearst (2009) (4)
Towards Quality Checkers for Web Site Designs (4)
Improving the Recognizability of Syntactic Relations Using Contextualized Examples (2014) (4)
Striking a Balance: Reader Takeaways and Preferences when Integrating Text and Charts (2022) (4)
Information Modeling on the Web: the Role of Metadata, Semantics and Ontologies Contents 1.1 Introduction (2001) (4)
Emerging trends in search user interfaces (2011) (3)
The search and social media workshop at SIGIR 2009 (2009) (3)
Give Text A Chance: Advocating for Equal Consideration for Language and Visualization (2021) (3)
How do professors format exams?: an analysis of question variety at scale (2018) (3)
Paper Plain: Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing (2022) (3)
Exploring Data For Fun And Profit : Case Study of Jeopardy ! (2015) (3)
Search User Interfaces: The Design of Search User Interfaces (2009) (3)
A sensemaking environment for literature study (2012) (3)
WordSeer: A Text Analysis Environment for Literature Study (2016) (2)
Measuring information architecture quality: prove it (or not)! (2001) (2)
Augmenting Course Material with Open Access Textbooks (2016) (2)
Pedagogy of Data Visualization (2016) (2)
How can search interfaces enhance the value of semantic annotations (and vice versa) (2013) (2)
Trends & Controversies: Innovations in Electronic Academic Publishing (1998) (2)
Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: companion volume of the Proceedings of HLT-NAACL 2003--short papers - Volume 2 (2003) (2)
Supporting the Search Process (2009) (2)
When information technology “ goes social ” (1999) (2)
Report on the First SIGIR Workshop on Graph Search and Beyond (GSB'15) (2016) (2)
Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Tutorial Abstracts (2007) (2)
Adaptive Sentence Boundary (1994) (2)
Search User Interfaces: Presentation of Search Results (2009) (2)
Search User Interfaces: Emerging Trends in Search Interfaces (2009) (2)
Graph Search and Beyond: SIGIR 2015 Workshop Summary (2015) (1)
Trends & Controversies: Sketching Intelligent Aystems (1998) (1)
Classification of Semantic Relations between Nominals : Description of Task 4 in SemEval-1 (2006) (1)
Visualizing A Walk Through the Random Forest (2017) (1)
Information Visualization for Peer Patent Examination (2006) (1)
Search User Interfaces: Integrating Navigation with Search (2009) (1)
The fitness of false beliefs (1997) (1)
Overview of the Symposium "On the Instruction of Introductory AI". (1995) (1)
Wordcraft: Playing with Sentence Structure (2015) (1)
Book reviewUsing large corpora: Edited by S. ARMSTRONG. Cambridge, Mass.: MIT Press (A Bradford Book) (1994). viii + 349 pp., $37.50, ISBN 0-262-51082-0 (1995) (1)
All It Takes Is One: Evidence for a Strategy for Seeding Large Scale Peer Learning Interactions (2015) (1)
Search User Interfaces: Query Reformulation (2009) (1)
Towards " Natural " Interactions in Search User Interfaces (2011) (1)
A Hybrid Approach to Restricted Text Interpretation (1990) (1)
Detecting Figures and Part Labels in Patents: Competition-Based Development of Image Processing Algorithms (2014) (1)
Presente y futuro de internet: Sistemas para consultar la red (1997) (1)
THE VULNERABILITY OF THE RELATIONAL SELF (2014) (1)
Scim: Intelligent Skimming Support for Scientific Papers (2022) (1)
Nice: or what it was like to be Mike's student (2018) (0)
and display improves bioscience literature search. (2010) (0)
Table of Contents Analyzing Urdu Social Media for Sentiments Using Transfer Learning with Controlled Translations Detecting Distressed and Non-distressed Affect States in Short Forum Texts a Demographic Analysis of Online Sentiment during Hurricane Irene Detecting Influencers in Written Online Conve (2012) (0)
Literature-based discovery: New trends and techniques. Sponsored by SIG HCI (2005) (0)
UCB: System Description for SemEval Task #4 (2007) (0)
Review : To preserve the merits of double-blind review , reviewers for (0)
Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: Demonstrations - Volume 4 (2003) (0)
Improving aviation safety with information visualization: airflow hazard display for helicopter pilots (2004) (0)
The Video Workbench : a direct manipulation interface for digital media editing by amateur videographers (1998) (0)
Evolution-based computational models of cognition (1997) (0)
Supplementary Material for Multiple Choice Question Generation Utilizing An Ontology (2017) (0)
Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: Proceedings of the HLT-NAACL 2003 student research workshop - Volume 3 (2003) (0)
When is it Appropriate to Use Information Visualization ? (2014) (0)
Introduction to the debate (1997) (0)
Pragmatically Appropriate Diversity for Dialogue Evaluation (2023) (0)
SHOULD GENE/PROTEIN NAME SUGGESTIONS BE SHOWN IN BIOSCIENCE LITERATURE SEARCH INTERFACES? (2007) (0)
Still Haven't Found What I'm Looking For: Suggestions for Next Generation Search User Interfaces (2015) (0)
Abstractive News Summarization via Copying and Transforming (2020) (0)
Design for Searching & Finding (2015) (0)
A Review of Statistical Language Learning (1994) (0)
On Teaching Narrative Infographics in an Information Visualization Course (2017) (0)
Why More Text is (Often) Better: Themes from Reader Preferences for Integration of Charts and Text (2022) (0)
The 1996 AAAI Spring Symposia Reports (1996) (0)
Search User Interfaces: Bibliography (2009) (0)
Chairs' welcome message (2014) (0)
Mixed-initiative Interaction the Goals of Mixed-initiative Interaction Mixed-initiative Interaction Interaction with a Mixed-initiative System for Exploratory (1999) (0)
UvA-DARE ( Digital Academic Repository ) Overview of graph search and beyond (2015) (0)
Appendix: Additional Copyright Notices (2009) (0)
Education and Research at UC Berkeley's School of Information (2008) (0)
Increasing The Accuracy Of Discriminative Of Multinominal Bayesian Classifier (2014) (0)
The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfaces (2023) (0)
CLASSIFICATION OF INTERACTION TYPES BETWEEN PROTEINS IN TEXT (0)
DiscoverCT Discover more about clinical trials 2015 Final Project Report UC Berkeley School of Information Team Members (2015) (0)
Trends & Controversies: Evolution-based Computational Models of Cognition (1997) (0)
Obidroid : Monitoring the Android App Store for Unfair or Deceptive Practices (2014) (0)
Trends & Controversies: The Role of Aesthetics in Intelligent Systems (1997) (0)
Lux (2021) (0)
Overview of Graph Search and Beyond (2015) (0)
Applied Natural Language Processing : Triumphs and Tribulations (2005) (0)
Why Phishing Works - eScholarship (2006) (0)
Explanations and Demonstrations of Online Code (2015) (0)
The role of aesthetics in intelligent systems (1997) (0)
Improving Site Design (2002) (0)
Natural Language Information Retrieval (1999) (0)
Search User Interfaces: Personalization in Search (2009) (0)
2 The Conceptual Model : Applied Cognitive Linguistics (2002) (0)
Detecting figures and part labels in patents: competition-based development of graphics recognition algorithms (2016) (0)
GSB ’ 15 Graph Search and Beyond Workshop (2015) (0)
Finding Literary Themes With Relevance Feedback (2012) (0)
Session details: Athena award lecture (2014) (0)
Seeking simplicity in search user interfaces (2014) (0)

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Other Resources About Marti Hearst

en.wikipedia.org

What Schools Are Affiliated With Marti Hearst?

Marti Hearst is affiliated with the following schools:

University of California, Berkeley

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