Publications
2024
- Stokes, C., Hu, C., and Hearst, M.A.,
"It's a Good Idea to Put It Into Words": Writing 'Rudders' in
the Initial Stages of Visualization Design,
IEEE Transations on Visualization and Computer Graphics, 2024.
(pdf)
- Laban, P., Vig, J., Hearst, M.A., Xiong, C.,
Wu, C.-S., Beyond the Chat: Executable and Verifiable
Text-Editing with LLMs, ACM UIST 2024. (pdf)
- Lo, K., Chang, J., Head, A., (+ 50 authors), Hearst, M.A., Weld, D.S.,
The Semantic Reader Project: Augmenting Scholarly Documents
through AI-Powered Interactive Reading Interfaces,
Communications of the ACM, Oct 2024.
(paper)
- Yang, D., Wu, S.T., Hearst, M.A., Human-AI Interaction in the Age of
LLMs. NAACL/HLT Tutorial Abstracts,
2024. (pdf,
Marti's slides,
video of tutorial)
2023
- Stokes, C., Bearfield, C.X, and Hearst, M.A. The Role of
Text in Visualizations: How Annotations Shape Perceptions of
Bias and Influence Predictions, IEEE Transations on
Visualization and Computer Graphics, Dec 1, 2023. paper
- Hearst, M.A., Show It or Tell It? Text, Visualization, and
Their Combination, Communications of the ACM, 66(10), Oct 2023.
pdf
(longer preprint: pdf)
-
Lo, K., Shen, Z., Newman, B., Chang, J., Authur, R.
Bransom, E., Candra, S., Chandrasekhar, Y., Huff, R.,
Kuehl, B., Singh, A., Wilhelm, C., Zamarron, A.,
Hearst, M.A., Weld, D., Downey, D., Soldaini, L. PaperMage: A
Unified Toolkit for Processing, Representing, and Manipulating
Visually-Rich Scientific Documents, System Demonstrations, EMNLP 2023. pdf
- Fok, R., Soldaini, L., Bragg, Tier, C., Bransom, E.,
MacMillan, K., Cheng, E., Kambhamettu, H., Bragg, J., Lo, K.,
Hearst, M.A., Head, A., and Weld, D.S., Accelerating Scientific
Paper Skimming with Augmented Intelligence Through Customizable
Faceted Highlights, ACM Transactions on Interactive Intelligent
Systems, October
2023. (paper)
- Fok, R., Kambhamettu, H., Soldaini, L., Bragg, J., Lo, K.,
Hearst, M.A., Head, A., and Weld, D.S. Scim: Intelligent Skimming
Support for Scientific Papers, ACM IUI, March 2023.
pdf
- August, T. , Wang, L., Bragg, J. Hearst, M.A., Head, A., Lo, K.
Paper Plain: Making medical research
papers approachable to healthcare consumers with natural language
processing, ACM Transactions on Computer-Human Interaction
(TOCHI), 30(5), Article 74, 2023.
paper
- Duan, P., Hartmann, B., Nguyen, K., Li, Y., Hearst, M.A., and
Morris M. R. Towards Semantically-Aware UI Design Tools: Design,
Implementation, and Evaluation of Semantic Grouping Guidelines,
ICML Workshop on Artificial Intelligence and Human-Computer
Interaction, July 29, 2023. pdf
2022
- Stokes, C., Setlur, V., Cogley, B., Satyanarayan, A., &
Hearst, M.A. Striking a Balance: Reader Takeaways and
Preferences when Integrating Text and Charts, TVCG 2022.
pdf
Supplementary at OSF
- Stokes, C., and Hearst, M. Why More Text is (Often) Better:
Themes from Reader Preferences for Integration of Charts and Text,
IEEE Vis NLViz
Workshop, 2022. pdf
- Head, A., Xie, A., and Hearst, M.A. Math
Augmentation: How Authors Enhance the Readability of
Formulas using Novel Visual Design Practices, ACM CHI
2022. pdf
video
-
Stasaski, K. and Hearst, M.A., Semantic Diversity in
Dialogue with Natural Language Inference.
NAACL 2022. pdf
- Laban, P., Ye, E., Korlakunta, S., Canny, J., and
Hearst, M.A., NewsPod: Automatic and Interactive News
Podcasts, ACM IUI
2022 pdf
slides
video demo
video presentation
- Laban, P., Schnabel, T., Bennett, P.N., and Hearst,
M.A., SummaC: Re-Visiting NLI-based Models for
Inconsistency Detection in Summarization, Transactions
of the Association for Computational Linguistics (TACL) 10:163-177,
2022. journal website
2021
- Head, A., Lo, K., Kang, D., Fok, D., Skjonsberg, S.,
Weld, D.S., and Hearst, M.A.,
Augmenting Scientific Papers with Just-in-Time, Position-Sensitive
Definitions of Terms and Symbols, ACM CHI 2021.
pdf
talk video
project page
-
Weinman, N., Fox, A., and Hearst, M.A.,
Improving Instruction of Programming Patterns with Faded
Parsons Problems, ACM CHI 2021.
pdf
talk video
- Laban, P., Schnabel, T., Bennet, P., and Hearst, M.A.,
Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text,
ACL
2021. pdf
code
slides
- Laban, P., Dai, L., Bandarkar, L., and Hearst, M.A.,
Can Transformer Models Measure Coherence In Text:
Re-Thinking the Shuffle Test, ACL 2021.
pdf
code
slides
- Laban, P., Bandarkar, L., and Hearst, M.A.,
News Headline Grouping as a Challenging NLU Task, NAACL
2021.
pdf
code
data
slides
- Lee, D.J., Tang, D., Agarwal, K., Boonmark, T., Chen,
C., Kang, J., Mukhopadhyay, U., Song, J., Yong, M.
Hearst, M.A., Parameswaran, Aditya, G. Lux: Always-on Visualization
Recommendations for Exploratory Data
Science. Proceedings of the VLDB Endowment,
15(3), pp727-738, Nov 2021.
pdf
- Stokes, C., and Hearst, M.A., Give Text A
Chance:Advocating for Equal Consideration for Language and
Visualization, NLViz Workshop, IEEE Vis, 2021
pdf
talk video
-
Jo, H., Kang, D., Head, A., Hearst, M.A., Modeling
Mathematical Notation Semantics in Academic Papers,
Findings of EMNLP
2021. pdf
slides
-
Stasaski, K., Rathod, M., Tu, T., Xiao, Y, and Hearst,
M.A., Automatically Generating Cause-and_Effect
Questions from Passages, BEA Workshop, EACL 2021.
pdf
- Marriott, K., Lee, B., Butler, M., Cutrell, E, Ellis,
K. Goncu, C., Hearst, M., McCoy, K., Szafir, D.,
Inclusive data visualization for people with
disabilities: a call to action. ACM Interactions 28
(3), 47-51, 2021. html
2020
- Head, A., Jiang, J., Smith, J., Hearst, M., Hartmann, B.,
Composing Flexibly-Organized Step-by-Step Tutorials from
Linked Source Code, Snippets, and Outputs, ACM CHI 2020.
pdf video
- Laban, P., Hsi, A., Canny, J., Hearst, M.A.,
The Summary Loop: Learning to Write Abstractive Summaries Without
Examples, ACL
2020. pdf
slides
- Stasaski, K., Yang, G., and Hearst, M.A.,
More Diverse Dialogue Datasets via Diversity-Informed Data Collection,
ACL 2020. pdf
-
Laban, P., Canny, J., Hearst, M.A.,
What's The Latest? A Question-driven News Chatbot, systems paper,
ACL
2020. pdf
slides
- Stasaski, K., Kao, K., and Hearst, M.A.,
Construction of a Large Open Access Dialogue Dataset for
Tutoring, BEA Workshop, ACL 2020. pdf
-
Kang, D., Head, A., Sidhu, R., Lo, K., Weld, D.S., Hearst, M.A.,
Document-Level Definition Detection in Scholarly
Documents: Existing Models, Error Analyses, and Future
Directions, First Workshop on Scholarly Document
Processing, EMNLP 2020.
pdf
- Hope, T., Portenoy, J., Vasan, K., Borchardt, J., Horvitz, E.,
Weld, D.S., Hearst, M.A. and West, J., SciSight: Combining
faceted navigation and research group detection for COVID-19
exploratory scientific search, systems paper, EMNLP 2020.
pdf
-
Weinman, N., Fox, A., and
Hearst, M.A.. Exploring challenging variations of parsons
problems. Poster in SIGSCE 2020. pdf
2019
- Hearst, M., Pedersen, E., Patil, L. P., Lee, E., Laskowski,
P., and Franconeri, S. An Evaluation of Semantically Grouped
Word Cloud Designs. IEEE Transactions on Visualization and
Computer Graphics,
2019 pdf
supplemental
data
Medium
blog post d3 implementation
- Hearst, M., and Tory, M.
Would You Like A Chart With That? Incorporating
Visualizations into Conversational Interfaces,
IEEE Vis2019, Short Papers, Vancouver, 2019.
pdf
supplement
slides
- Hearst, M., Tory, M., and Setlur, V.
Toward Interface Defaults for Vague Modifiers in Natural Language Interfaces for Visual Analysis,
IEEE Vis2019, Short Papers, Vancouver, 2019.
pdf
supplement
slides
- Alspaugh, S., Zokaei, N., Liu, A., Jin, C., and Hearst, M.A., Futzing and Moseying: Interviews with Professional Data
Analysts on Exploration Practices,
IEEE Transactions on Visualization and Computer Graphics, 25 (1),
22-31, 2019
pdf
slides
video of talk
-
DeMasi, O., Hearst, M.A., and Recht, B.
Towards augmenting crisis counselor training by improving
message retrieval, Computational
Linguistics and Clinical Psychology Workshop (CLPsych), NAACL 2019 pdf
2018
- Laskowski, P., Karayev, S., and Hearst, M. How Do Professors
Format Exams? An Analysis of Question Variety at Scale, ACM
Learning@Scale 2018.
pdf
slides
- Head, A., Glassman, E., Hartmann, B., and Hearst, M. A.
Interactive Extraction of Examples from Existing Code, CHI 2018.
pdf
website
video
demo
- Hearst,
M. Will reading
and writing survive given the seduction of video and audio?
Response to Edge.org Annual Question: What is the last question?, 2018.
2017
- Laban, P. and Hearst, M.A., NewsLens: Building and Visualizing
Long-Ranging News Stories, Workshop on Events and Stories
in the News, ACL 2017. pdf
- Stasaski, K and Hearst, M.A., Multiple Choice Question
Generation Utilizing an Ontology, BEA Workshop, EMNLP 2017.
pdf
supplement
- Meyer, S., Chen, Y., and Hearst, M.A., Visualizing A Walk in the Random
Forest, Proceedings of IEEE Vis (Posters), 2017. pdf
poster
mp4
- Hearst, M.A.
On Teaching Narrative Infographics in an Information
Visualization Course,
Workshop on Pedagogy of Data
Visualization, IEEE Vis, Oct 2, 2017.
M. pdf
slides
2016
- Hearst, M.A., Laskowski, P., and Silva, L., Evaluating
Information Visualization via the Interplay of Heuristic Evaluation
and Question-Based Scoring, CHI 2016.
pdf
video
auxiliary materials
zip
- Booten, K., and Hearst, M.A., Patterns of Wisdom: Discourse Level
Style in Multi-Sentence Quotations, Proceedings of NAACL 2016.
pdf
- Gagliano, A., Paul, E., Booten, K., and Hearst, M.A.,
Intersecting Word Vectors to Take Figurative Language to New
Heights, Workshop on Computational Linguistics for Literature,
NAACL 2016.
pdf
- Milli, S., and Hearst, M.A., Augmenting Course Material with Open
Access Textbooks, BEA Workshop, NAACL 2016.
pdf
- Hearst, M. A., Active Learning Assignments for Student Acquisition
of Design Principles, Workshop on Pedagogy of Data
Visualization, IEEE Vis, Oct 23, 2016. pdf
- Riedl, C., Zanibbi, R., Hearst, M.A., Zhu, S., Menietti, M.,
Crusan, J., Metelsky, I., and Lakhani, K.R., Detecting Figures and Part
Labels in Patents: Competition-Based Development of Graphics Recognition
Algorithms, International Journal on Document Analysis and
Recognition, Feb 20, 2016.
pdf
- Hearst, M. This is the Science News Essay You Want to Read,
Response to Edge.org Annual Question: What do you consider the most
interesting recent [scientific] news?, 2016.
2015
- Hearst, M.A., Can Natural Language Processing Become Natural
Language Coaching?, ACL 2015
pdf
slides
- Head, A., Appachu, C., Hearst, M.A., Hartmann, B.
Tutorons: Generating Context-Relevant, On-Demand Explanations and
Demonstrations of Online Code, VL/HCC 2015, October 2015.
pdf
- Hearst, M.A., Adar, E., Kosara, R., Munzner, T. Schwabisch, J.,
and Shneiderman, B. Vis, The
Next Generation: Teaching Across the Researcher-Practitioner Gap,
Panel for IEEE Infoviz, October 2015.
pdf
Slides on Teaching as Coaching from IEEE Infoviz
- Appleman, Gupta, Rajagopal, Shishido, Hearst, Exploring Data For Fun And Profit: Case Study of Jeopardy!
Poster, IEEE Infoviz, October, 2015.
pdf
- Anand, D., DeSouza, A., Shreyas, Sharma, S., Starostenko, V.,
Ryokai, K., Hearst, M.A., Wordcraft: Playing with Sentence Structure,
Work in Progress, ACM CHI Play, 2015.
pdf
- Coetzee, D., Lim, S., Fox, A., Hartmann, B., and Hearst, M.A.,
Structuring Interactions for Large-Scale Synchronous Peer Learning,
CSCW 2015. pdf
- Hearst, M.A., Coetzee, D., Fox, A., and Hartmann, B.,
All It Takes Is One: Evidence for a Strategy for Seeding Large Scale
Peer Learning Interactions, Work in Progress
track, ACM Learning at Scale
2015. pdf
- Hearst,
M. eGaia,
Response to Edge.org Annual Question: What do you think about
machines that think?, 2015.
2014
- Fox, A., Hearst, M.A., and Chi, M.T.H. (Eds.), Proceedings of the
First ACM Conference on Learning At Scale, L@S 2014, March 2014.
Online Proceedings
- Hearst, M.A., What's Missing from Collaborative Search?, IEEE
Computer, Special Issue on
Collaborative Information Seeking, 47 (3),
March 2014. pdf
- Muralidharan, A., and Hearst, M.A., Improving the Recognizability
of Syntactic Relations Using Contextualized Examples,
Proceedings of ACL 2014, Short Paper Track.
pdf
- Alspaugh, S., Chen, B., Lin, J., Ganapathi, A., Hearst, M.A.,
Katz, R., Analyzing Log Analysis: An Empirical Study of User Log
Mining, USENIX LISA 2014. pdf
- Coetzee, D., Fox, A., Hearst, M.A., and
Hartmann, B. Should your MOOC Forum Use a Reputation System?
CSCW 2014. pdf
- Stephens-Martinez, K., Hearst, M.A., and Fox, A.,
Monitoring MOOCs: Which Information Sources Do Instructors Value?,
ACM Learning At Scale 2014. pdf
- Coetzee, D., Fox, A., Hearst, M.A., and
Hartmann, B. Chatrooms in MOOCs; All talk and no action,
ACM Learning at Scale 2014. pdf
- Lim, S., Coetzee, D., Hartmann, B., Fox, A., and Hearst, M.A., Initial
Experiences with Small Group Discussions in MOOCs, Work in Progress,
ACM Learning at Scale 2014. pdf
- Kong, N., Hearst, M.A., and Agrawala, M.,
Extracting References Between Text and Charts via Crowdsourcing,
Proceedings of CHI 2014.
pdf
video
- Ginosar, S. and Hearst, M.A., A Study of the Use of Current
Speech Recognition in an Information-Intensive Task, Workshop
on Designing Speech and Language Interactions, CHI 2014.
pdf
- Aguilar, A., Shreyas, Yoshihara, K., and Hearst, M.A.,
Obidroid: Monitoring the Android App Store for Unfair or Deceptive
Practices, Poster in Proceedings in the Symposium on Usable Privacy
and Security (SOUPS 2014).
pdf
- Alspaugh, S., Ganapathi, A., Hearst, M.A., and Katz, R., Better
Logging to Improve Interactive Data Analysis Tools,
Workshop on Interactive Data Exploration and Analysis (IDEA), KDD 2014,
NY NY. pdf
2013
- Hearst, M.A. and Degler, D., Sewing the Seams of Sensemaking: A
Practical Interface for Tagging and Organizing Saved Search
Results, HCIR
2013. pdf
slides
- Nakov, P., and Hearst, M.A., Semantic Interpretation of Noun
Compounds Using Verbal and Other Paraphrases, ACM Transactions on Speech and
Language Processing, special issue on Multiword Expressions, 10
(3), 2013. pdf
- Muralidharan, A., Hearst, M.A., and Fan, C., WordSeer: A
Knowledge Synthesis Environment for Textual Data, CIKM 2013 Demo
Track. pdf
- Alspaugh, S., Ganapathi, A., Hearst, M.A., and Katz, R. Building
Blocks for Exploratory Data Analysis, Workshop on Interactive Data
Exploration and Analysis (IDEA), KDD 2013.
pdf
- Robson, C., Hearst, M.A., Kau, C., and Pierce, J., Comparing the
Use of Social Networking and Traditional Media Channels for Promoting
Citizen Science, CSCW 2013.
pdf
- Luo, J. and Wing, C., and Yang, H., and Hearst, M.A.,
The Water Filling Model and The Cube Test: Multi-Dimensional Evaluation
for Professional Search, CIKM 2013. pdf
2012
- Muralidharan, A. and Hearst, M.A., Supporting Exploratory Text
Analysis in Literature Study, Literary and Linguistic
Computing, 27 (4), Dec 24, 2012.
html
pdf
- Divoli, A., Nakov, P., and Hearst, M., Do Peers See More in a
Paper than its Authors?, Advances in Bioinformatics,
special issue on Literature Mining Solutions for Life
Science Research, Volume 2012. html
pdf
- Muralidharan, A. and Hearst, M.A., Finding Literary Themes with
Relevance Feedback, HCIR 2012, Oct 2012.
pdf
- Muralidharan, A. and Hearst, M.A., A sensemaking environment for
literary text, Works in Progress, CHI
2012. pdf
- Hearst,
M. Why Programs
Have Bugs,
Response to Edge.org Annual Question: What is your favorite deep,
elegant, or beautiful explanation?, 2012.
2011
- Hearst, M.A., 'Natural' Search User Interfaces,
Communications of the ACM, November 2011, 54 (11), p. 60-67 .
html , pdf
- Muralidharan, A. and Hearst, M.A., WordSeer: Exploring Language
Use in Literary Text, HCIR 2011, Oct 2011. pdf
- Hearst, M. User Interfaces for Search, Chapter 2 of Modern
Information Retrieval: The Concepts and Technology behind Search (2nd
Edition), Addison Wesley, 2011. official chapter pdf
unofficial chapter pdf,
but includes the references
the book
- Hearst,
M. Findex
Response to Edge.org Annual Question: What scientific concept would
improve everybody's cognitive toolkit?, 2011.
2010
- Divoli, A., Wooldridge, M., and Hearst, M.A.
Full Text and Figure Display Improves Bioscience Literature
Search, PLoS ONE 5(4): e9619, April 2010.
html
- Hearst, M.A., Cohen, W., and Gosling, S. (Eds.), Proceedings of the Fourth
International Conference on Weblogs and Social Media (ICWSM 2010), Washington,
D.C., May 23–26, AAAI Press, 2010.
Online Proceedings
- Hearst, M.A. Setting the Right Conditions for Collaboration, GSA
Intergovernmental Solutions Newsletter, special issue on Government by Collaboration,
Spring 2010, p. 16-17. pdf
- Hearst,
M. I Now Expect
to Hear What Other People Think,
Response to Edge.org Annual Question: How is the internet changing
the way you think?, 2010.
2009
- Hearst, M.A. Search User Interfaces, Cambridge University
Press, September, 2009. Read it online.
- Hearst, M.A. and Stoica, E., NLP Support for Faceted
Navigation in Scholarly Collections, ACL 2009 Workshop on
Text and Citation Analysis for Scholarly Digital libraries
(NLPIR4DL), 2009.
pdf
- Agichtein, E., Hearst, M.A., Soboroff, I.,
The Search and Social Media Workshop at SIGIR 2009, SIGIR Forum 43(2),
2009.
pdf
- Hearst, M.A. and Dumais, S. Blogging Together: An Examination
of Group Blogs, 3rd International AAAI Conference on Weblogs
and Social Media (ICWSM 2009), San Jose, CA 2009.
pdf
- Nagarajan, M. and Hearst, M.A., An Examination of Language Use in
Online Dating Profiles, 3rd International AAAI Conference on Weblogs
and Social Media (ICWSM 2009), San Jose, CA 2009.
pdf
- Hearst,
M. The Decline
of Text,
Response to Edge.org Annual Question: What will change everything?, 2009.
2008
- Hearst, M.A., Hurst, M., and Dumais, S. T., What Should Blog
Search Look Like? Position paper in the Search and Social Media
Workshop, CIKM 2008. pdf
- Hearst, M. UIs for Faceted Navigation: Recent Advances and Remaining
Open Problems. In the Workshop on Human-Computer Interaction and Information
Retrieval, HCIR 2008, Redmond, WA. pdf
- Hearst, M.A., and Rosner, D., Tag Clouds: Data Analysis Tool or Social Signaller?
In HICSS 2008, Social Spaces minitrack.
pdf
(A more informal version: Hearst, M. What's up with Tag Clouds? Invited contribution,
Visual Business Intelligence Newsletter, PerceptualEdge.org, May 2008.
pdf)
- Divoli, A., Hearst, M.A., Wooldridge, M.A., Evidence for Showing
Gene/Protein Name Suggestions in Bioscience Literature Search
Interfaces, in Pacific Symposium on Biocomputing (PSB), 2008.
pdf
- Fiore, A.T., Taylor, L.S., Mendelsohn, G.A., and Hearst, M.A.,
Assessing Attractiveness in Online Dating Profiles, in the
Proceedings of CHI 2008. pdf
- Nakov, P., and Hearst, M.A., Solving Relational Similarity
Problems Using the Web as a Corpus, in the Proceedings of
ACL/HLT, 2008. pdf
- Kaisser, M., Hearst, M.A., and Lowe, J.B.,
Improving Search Results Quality by Customizing Summary Lengths, in the Proceedings of
ACL/HLT, 2008. pdf
- Hearst,
M. Computational
Analysis of Language Requires Understanding Language,
Response to Edge.org Annual Question: What have you changed your mind about?, 2008.
2007
-
Hearst, Divoli, Guturu, Ksikes,
Nakov, Wooldridge, and Ye,
BioText Search Engine: beyond abstract search,
Bioinformatics, June, 2007,
pdf
-
Hearst, M.A., Divoli, A., Wooldridge, M.A, and Ye, J.,
Exploring the efficacy of caption search for bioscience journal
search interfaces, in the Proceedings of BioNLP
2007, ACL 2007 Workshop.
pdf
-
Schwartz, A., Divoli, A., and Hearst, M.A.,
Multiple Alignment of Citation Sentences with Conditional Random
Fields and Posterior Decoding
in the Proceedings of EMNLP-CoNLL-2007.
pdf
- Stoica, E., Hearst, M., and Richardson, M., Automating Creation of
Hierarchical Faceted Metadata Structures, in the Proceedings
of NAACL/HLT 2007, Rochester, NY, April 2007. pdf
-
Boshernitsan, M., Graham, S.L., and Hearst, M.,
Aligning Development Tools with the Way Programmers Think About Code
Changes, in the
Proceedings of CHI 2007, San Jose, April 2007. pdf
- Hearst,
M. The Rise of
Usability,
Response to Edge.org Annual Question: What are you optimistic about?, 2007.
2006
- Hearst, M. Clustering versus Faceted Categories for Information Exploration,
in Communications of the ACM 49(4), April, 2006. pdf
- Hearst, M., Design Recommendations for Hierarchical Faceted Search
Interfaces, in the ACM SIGIR Workshop on Faceted Search,
August, 2006.
pdf
-
Nakov, P. and Hearst, M., Using Verbs to Characterize Noun-Noun Relations,
in the Proceedings of
AIMSA 2006, Bulgaria, September 2006.
pdf
-
Yee, K-P., Wagner, D., Hearst, M., and Bellovin, S. Prerendered
User Interfaces for High-Assurance Electronic Voting. In Proceedings
of the
USENIX/ACCURATE Electronic Voting Technology Workshop, Vancouver, July,
2006.
pdf
-
Stoica, E., and Hearst, M.
Predicting Gene Functions from Text Using a Cross-Species
Approach, in the 2006
Pacific Biocomputing Symposium
PSB'06), Maui, HI. pdf
- Dhamija, R., Tygar, J. D., and Hearst, M.,
Why Phishing Works,
in the Proceedings of CHI 2006, Montreal, April 2006.
pdf
- Hearst, M., Information Visualization for Peer Patent Examination,
Peer2Patent Advisory Workshop, December 7, 2006.
pdf
2005
- Rosario, B, and Hearst, M. Multi-way Relation Classification:
Application to Protein-Protein Interactions, in
HLT/EMNLP'05, Vancouver, 2005.
pdf
- Nakov, P., and Hearst, M., Using the Web as an Implicit Training Set: Application to Structural
Ambiguity Resolution, in
HLT/EMNLP'05, Vancouver, 2005. pdf
- Nakov, P.. and Hearst, M. A Study of Using Search Engine Page Hits as a Proxy for n-gram
Frequencies, in
RANLP'05, Borovets, Bulgaria, 2005
pdf
- Aragon, C. and Hearst, M., Improving Aviation Safety with Information
Visualization: A Flight Simulation Study, in the Proceedings of CHI 2005, Portland, OR,
April 2005. pdf
- Snydal, J. and Hearst, M. ImproViz: Visual Explorations of Jazz
Improvizations, in the Proceedings of CHI 2005 Conference Companion, Portland, OR, April
2005. pdf
- Nakov, P., and Hearst, M. Search Engine Statistics Beyond the n-gram:
Application to Noun Compound Bracketing,
in the Proceedings of CoNLL-2005, Ninth Conference on Computational Natural
Language Learning, Ann Arbor, MI, June 2005. pdf
- Hearst, M. Teaching Applied Natural Language Processing: Triumphs and
Tribulations, ACL 2005 Workshop on Effective Tools and Methodologies
for Teaching Natural Language Processing And Computational Linguistics, Ann
Arbor, MI, June 2005. pdf
- Nakov, P., Schwartz, A., Wolf, B, and Hearst, M. Scaling Up BioNLP:
Application of a Text Annotation Architecture to Noun Compound Bracketing,
in ACL/ISMB BioLINK SIG: Linking Literature, Information and Knowledge
for Biology, Detroit, MI, June 2005.
pdf
- Nakov,P., Schwartz, A., Wolf, B., Hearst, M.,
Supporting Annotation Layers for Natural Language Processing,
in the ACL 2005 Poster/Demo Track, Ann Arbor, MI, June 2005.
pdf
- Hearst, M., The HCI Emphasis at UC Berkeley's SIMS, CHI 2005 workshop on
Graduate Education in Human-Computer Interaction, Portland, OR, April 2005.
pdf
- Yee, K-P, and Hearst, M. Content-Centered Discussion Mapping,
Online Deliberation 2005 / DIAC-2005, Palo Alto, CA, June 2005.
pdf
- Nakov, P,
Schwartz, A. S., Stoica, E., Hearst, M.,
BioText Team Experiments for the TREC 2004 Genomics Track
Proceedings of TREC 2004
Gaithersburg, MD, 2005. pdf
- Hearst,
M. The Search
Problem is Solvable,
Response to Edge.org Annual Question: What do you believe is true
even though you cannot prove it?, 2005.
2004
- Rosario, B. and Hearst, M., Classifying Semantic Relations in Bioscience
Text, in the Proceedings of ACL 2004. pdf
- Nakov, P., Schwartz, A., and Hearst, M., Citances: Citation Sentences for
Semantic Analysis of Bioscience Text, in the SIGIR'04 Workshop on Search and
Discovery in Bioinformatics. pdf
-
Oliver, D. Bhalotia, G., Schwartz, A. S., Altman, B., Hearst, M.
Tools for Loading MEDLINE into a Local Relational Database,
BMC Bioinformatics, 5 (146), Oct 2004.
pdf
-
Stoica, E. and Hearst, M.
Nearly-Automated Metadata Hierarchy Creation,
in the Companion Proceedings of
HLT-NAACL'04, Boston, May 2004.
pdf
- Bhalotia, G., Nakov, P., Schwartz, A.S., Hearst, M.A.,
BioText Team Report for the
TREC 2003 Genomics Track,
Proceedings of
TREC 2003, Gaithersburg, MD, 2004. pdf
- Hearst,
M. Hearst's Law,
Response to Edge.org Annual Question: What's your law?, 2004.
2003
- Hearst, M. and Ostendorf, M. (Eds.)
The Proceedings of HLT-NAACL'03,
Edmonton, Canada, May 2003. website
-
Nakov, P. and Hearst, M.,
Category-based Pseudowords,
in the Companion Volume of the Proceedings of HLT-NAACL'03,
May 2003.
pdf
- Yee, K-P., Swearingen, K., Li, K., and Hearst, M., Faceted
Metadata for Image Search and Browsing,
in CHI 2003.
pdf
- Schwartz, A., and Hearst, M.,
A Simple Algorithm for Identifying
Abbreviation Definitions in Biomedical Text,
in the Proceedings of the Pacific Symposium on Biocomputing (PSB 2003) Kauai, Jan 2003.
pdf
- What is Text Mining? Unpublished essay, Oct 2003. html
2002
- Hearst, M., Elliott, A., English, J., Sinha, R., Swearingen, K.,
and Yee, P., Finding the Flow in Web Site Search, Communications
of the ACM, 45 (9), September 2002, pp.42-49.
pdf
-
Rosario, B, Hearst, M., and Fillmore, C.,
The Descent of Hierarchy, and Selection in Relational Semantics,
in the Proceedings of
ACL '02, Philadelphia, PA, July 2002.
pdf
ps
-
Ivory, M. and Hearst, M.
Improving Web Site Design
in IEEE Internet Computing, 6 (2), March/April 2002, 56-63 2002.
pdf
-
Ivory, M. and Hearst, M. Statistical Profiles of Highly-Rated Web
Sites in CHI 2002, ACM Conference on Human Factors in
Computing Systems, 2002.
pdf
- Pevzner, L., and Hearst, M., A Critique and Improvement of an
Evaluation Metric for Text Segmentation,
Computational Linguistics,,
28 (1), March 2002, pp. 19-36.
pdf
ps
- Elliott, A., and Hearst, M., A Comparison of the Affordances of a
Digital Desk and Tablet for Architectural Image Use Tasks,
in the International Journal of Human-Computer Studies,
56 (2), February 2002, 173-197.
pdf
ps
2001
-
Ivory, M., Sinha, R., and Hearst, M. Empirically Validated Web
Page Design Metrics in CHI 2001, ACM Conference on Human
Factors in Computing Systems, 2001.
html
ps
pdf
-
Rosario, B. and Hearst, M.,
Classifying the Semantic Relations in Noun Compounds
via a Domain-Specific Lexical Hierarchy,
in the Proceedings of
EMNLP '01, Pittsburgh, PA, July 2001.
pdf
ps
- Yee, K-P,
Fisher, D., Dhamija, R., and Hearst, M.,
Animated Exploration of Graphs with Radial Layout, in
IEEE Infovis Symposium, San Diego, 2001.
word
ps
- Ivory, M. and Hearst, M., The State of the Art in Automated
Usability Evaluation of User Interfaces, in ACM
Computing Surveys, 33 (4), December 2001, pp. 173-197.
pdf (47 pages long)
- Sinha, R., Hearst, M., Ivory, M, and Draisin, M.
Content or Graphics?
An Empirical Analysis of Criteria for Award-Winning Websites,
in the Proceedings of the
7th Conference on Human Factors and the Web, June 2001
html
2000
- Ivory, M., Sinha, R., and Hearst, M. Preliminary Findings on
Quantitative Measures for Distinguishing Highly Rated
Information-Centric Web Pages
in the Proceedings of
6th Conference on Human Factors and the Web,
(HFWeb), Austin, Texas, 2000.
html
ps
pdf
- Elliott, A. and Hearst, M. How Large Should a Digital Desk Be?
Qualitative Results of a Comparative Study
in the Proceedings of
CHI 2000, Conference Companion, The Hague, Netherlands, 2000.
pdf (71K)
- Hearst, M.,
Next Generation Web Search: Setting Our Sites,
In IEEE Data Engineering Bulletin, Special issue on Next
Generation Web Search, Luis Gravano (Ed.), September 2000.
pdf
html
- Hearst, M.A. (Ed.), Kukich, K., Hirschman, L., Breck, E., Light, M.,
Burge,J., Ferro, L., Landauer, T. K., Laham, D., and Foltz, P. W.,
The Debate on Automated Essay Grading, in
IEEE Intelligent Systems
(Sept/Oct 2000)
pdf
-
Hearst, M., and Hirsh, H. (Eds.), AI's Greatest Trends & Controversies,
IEEE Intelligent Systems, Trends & Controversies feature, 15
(1), January-February, 2000.
pdf
1999
- Hearst, M. Untangling Text Data Mining, in the Proceedings of
ACL'99: the 37th
Annual Meeting of the
Association for Computational Linguistics, University of
Maryland, June 20-26, 1999 (invited paper). html pdf
- Hearst, M. User Interfaces and Visualization,
in Modern Information Retrieval
edited by
Ricardo Baeza-Yates and Berthier Ribeiro-Neto,
Addison-Wesley Longman
Publishing Company, 1999.
html
- Chen, M., Hearst, M., Hong, J., and Lin, J.
Cha-Cha: A System for Organizing Intranet Search Results
in the Proceedings of the 2nd USENIX Symposium on Internet
Technologies and SYSTEMS
(USITS),
Boulder, CO, October 11-14, 1999.
html
pdf
ps (gz) (670K)
- Pratt, W., Hearst, M, and Fagan, L. A Knowledge-Based Approach to
Organizing Retrieved Documents. AAAI-99: Proceedings of the
Sixteenth National Conference on Artificial Intelligence,
Orlando, Florida, 1999.
pdf (104K)
- Hearst, M., The Use of Categories and Clusters
for Organizing Retrieval Results, in Natural Language Information
Retrieval, Strzalkowski (ed.), Kluwer Academic Publishers, 1999.
pdf (500K)
ps (7.9M)
- Glaser, D. and Hearst, M. Space Series:
Simultaneous display of spatial and temporal data.
In the proceedings of the
IEEE Symposium on Information
Visualization (late-breaking results), October 1999.
html
pdf (160K)
- Hearst, M.
When Information Technology Goes Social.
IEEE Intelligent Systems
(Jan/Feb 1999) as part of a suite of three essays by
Hearst, M., Grudin, J., and Wellman, B., The changing relationship
between information technology and society.
pdf (260K)
-
Hearst, M. (Ed.), Allen J. E., Guinn, C. I., Horvitz, E.,
Mixed-Initiative Interaction, IEEE
Intelligent Systems, Trends & Controversies feature, 14 (5),
September-October 1999.
pdf
-
Hearst, M. (Ed.), Hanson, R.D., Stork, D.G., Building Intelligent Systems One E-Citizen at a
Time, IEEE Intelligent Systems, Trends & Controversies feature, 14 (3), May-June 1999.
pdf
1998
- Hearst, M., Automated Discovery of WordNet Relations, in
WordNet: An Electronic Lexical Database,
Christiane Fellbaum (ed.), MIT Press, 1998. pdf
- Chen, F., Hearst, M., Kimber, D., Kupiec, J., Pedersen, J., Wilcox, L.
Metadata For Mixed-Media Access, in Sheth and Klas (eds),
Multimedia Data Management: Using Metadata to Integrate and Apply
Digital Data, McGraw Hill, 1998.
pdf
- Chen, M. and Hearst, M., Presenting Web Site Search Results in
Context: A Demonstration, SIGIR Demo Track Melbourne, Australia, August
1998. pdf
- Hearst, M.A.,
Innovations in electronic academic publishing,
IEEE Intelligent Systems, 13 (1), Jan-Feb, 1998,
as part of a suite of four essays by Hearst,
Wellman & Minton, Sim, and Lesk.
pdf (1.1M)
-
Hearst, M. (Ed.), Levy, A.Y., Knoblock, C., Minton, S. and Cohen, W., Information Integration, IEEE Intelligent
Systems, Trends & Controversies feature, 13 (5), September-October
1998. pdf
-
Hearst, M. (Ed.), Dumais, S.T., Osuna, E. Platt, J. Scholkopf, B., Support Vector Machines, IEEE Intelligent
Systems, Trends & Controversies feature, 13 (4), July-August 1998.
pdf
-
Hearst, M. (Ed.), Gross, M.D., Landay, J.A., Stahovich, T.F.,
Sketching Intelligent Systems, IEEE Intelligent Systems,
Trends & Controversies feature, 13 (3), May-June 1998. pdf
1997
-
Hearst, M. Interfaces for Searching the Web
Scientific American, March 1997.
html
- Hearst, M. and Karadi, C. Cat-a-Cone: An Interactive Interface for
Specifying Searches and Viewing Retrieval Results using a Large
Category Hierarchy, Proceedings of the 20th Annual
International ACM/SIGIR Conference , Philadelphia, PA, July 1997.
pdf
ps (7.8M)
ps (gz)
html
- Hearst, M., TextTiling: Segmenting Text into Multi-Paragraph
Subtopic Passages, Computational Linguistics, 23 (1),
pp. 33-64, March 1997. pdf ps (gz)
- Palmer, D., and Hearst, M., Adaptive Multilingual Sentence Boundary
Disambiguation, Computational Linguistics, 23 (2), 241-267,
June 1997.
pdf
ps (1.3M)
- Hearst, M. and Karadi, C., Searching and Browsing
Text Collections with Large Category Hierarchies,
ACM CHI Conference Companion, Atlanta, GA, March 1997.
- Hearst, M.A.(Ed.), Draper, D, Madigan, D., Breiman, L., Buntine,
W. Banter on Bayes: debating the usefulness of
Bayesian approaches to solving practical problems. IEEE Expert
Trends & Controversies feature, 12(6), Nov-Dec, 1997. pdf
- Hearst, M.A. (Ed.), Albers, M.C., Barrass, S., Brewster, S., and
Mynatt, E.D. Dissonance on audio interfaces,
IEEE Expert, Trends & Controversies feature, 12(5), Sept-Oct,
1997.
pdf
- Hearst, M.A.(Ed.), Evolution-based Computational Models of Cognition,
IEEE Expert
Trends & Controversies feature, 12(6), July-August, 1997.
- Hearst, M.A. (Ed.), The role of aesthetics in intelligent systems
IEEE Expert, Trends & Controversies feature, 12(3), May-June,
1997.
1996
- Hearst, M. and Pedersen, J. Reexamining the Cluster Hypothesis:
Scatter/Gather on Retrieval Results, Proceedings of
19th Annual International ACM/SIGIR Conference, Zurich, 1996.
pdf
ps (1.3M)
ps (gz)
html
-
Sahami, M., Hearst, M., and Saund, E., Applying the Multiple Cause
Mixture Model to Text Categorization, in the
Proceedings of the 13th International Conference on Machine Learning
(ICML), Bari (Italy), July 3-6th, 1996. pdf
- Pirolli, P., Schank, P., Hearst, M.A., Diehl, M.,
Scatter/Gather browsing communicates the topic structure of a very
large text collection, in the Proceedings of CHI 1996,
Vancouver, April 1996. pdf
- Hearst, M. Research in Support of Digital Libraries at Xerox PARC.
Part I: The Changing Social Roles of Documents,
D-Lib Magazine, May 1996.
html (at CNRI)
- Hearst, M., Kopec, G., and Brotsky, D. Research in Support of Digital Libraries at Xerox PARC.
Part II: Digital and Paper Documents,
D-Lib Magazine, June 1996.
html (at CNRI)
- Hearst, M., Improving Full-Text Precision on Short Queries using Simple
Constraints, Proceedings of the Fifth Annual Symposium on Document
Analysis and Information Retrieval (SDAIR), Las Vegas, NV, April 1996.
pdf
ps (1.3M)
ps (gz)
-
Hearst, M., Pedersen, J., Pirolli, P., Schütze, H., Grefenstette, G.
and Hull, D., Four TREC-4 Tracks: the Xerox Site Report,
Proceedings of the Fourth Text REtrieval Conference (TREC-4), Donna
Harman (ed.), Nov 1-3, Arlington, VA, 1996.
pdf
ps (gz)
1995
-
Hearst, M., Pedersen, J., and Karger, D., Scatter/Gather as a Tool
for the Analysis of Retrieval Results, Working Notes of the AAAI Fall
Symposium on AI Applications in Knowledge Navigation, Cambridge,
MA, November 1995,
ps (2.2M)
ps (gz)
-
Hearst, M. TileBars: Visualization of Term Distribution
Information in Full Text Information Access,
Proceedings of the ACM CHI Conference on Human Factors in
Computing Systems (CHI), Denver, CO, 1995.
pdf
ps (6.5M)
ps (gz)
html (at sigchi)
- Hearst, M. and Pedersen, J., Revealing Collection Structure through
Information Access Interfaces, IJCAI Video Track,
Montreal, Canada, 1995.
1994
- Hearst, M. Using Categories to Provide Context for Full-Text
Retrieval Results, Proceedings of RIAO,Intelligent Multimedia
Information Retrieval Systems and Management, Rockefeller
University, NY, NY, Oct 1994.
pdf
ps (3M)
ps (gz)
- Palmer, D., and Hearst, M. Adaptive Sentence Boundary
Disambiguation, Proceedings of the Conference on Applied Natural
Language Processing, Stuttgart, Germany, Oct 1994.
pdf
ps (133K)
ps (gz)
- Hearst, M. Multi-Paragraph Segmentation of Expository Text,
Proceedings of the 32nd Annual Meeting of the
Association for Computational Linguistics (ACL 1994), Las Cruces, NM, June 1994.
pdf
ps (200K)
ps (gz)
html
-
Hearst, M. Context and Structure in Automated Full-Text Information
Access, PhD Thesis, UC Berkeley Computer Science Technical Report
number UCB/CSD-94/836, April 1994.
pdf
ps (10M)
ps (gz)
1993
- Hearst, M. and Plaunt, C. Subtopic Structuring for Full-Length
Document Access, Proceedings of the 16th Annual
International ACM/SIGIR Conference, Pittsburgh, PA.
1993.
pdf
ps (232K)
ps (gz)
html
- Resnik, P., and Hearst, M., Structural ambiguity and conceptual
relations, Proceedings of the Workshop on Very Large Corpora, Ohio
State University, June 22, 1993.
pdf
- Hearst, M. and Schütze, H. Customizing a Lexicon to Better Suit
a Computational Task, Proceedings of the ACL SIGLEX
Workshop on Lexical Acquisition, Columbus, OH. June 1993.
(A revised version appears in Corpus Processing for Lexical
Acquisition, Bran Boguraev and James Pustejovsky (eds.), MIT
Press, 1996.)
pdf
ps
ps (gz)
1992
- Hearst, M. Automatic Acquisition of Hyponyms from Large Text
Corpora, Proceedings of the Fourteenth
International Conference on Computational Linguistics, Nantes,
France, July 1992.
pdf
ps
ps (gz)
-
Hearst, M. Direction-Based Text Interpretation as an Information
Access Refinement, in
Text-Based Intelligent Systems, Paul Jacobs (Ed.), Lawrence Erlbaum, 1992.
pdf
ps
-
Hearst, M., and Grefenstette, G. Refining
automatically-discovered lexical relations: Combining weak techniques
for stronger results. AAAI Workshop on Statistically-Based Natural Language
Programming Techniques, Stanford University, 1992. pdf
1991
-
Hearst, M. Noun Homograph Disambiguation using Local Context in
Large Text Corpora, Proceedings of the 7th Annual Conference of
the UW Centre for the New OED and Text Research: Using Corpora,
Oxford, 1991.
pdf
ps
-
Jaramillo, N. and Hearst, M. Acquiring the Semantics of
Simple Phrasal Patterns Using COBUILD, Machine Learning of Natural
Language and Ontology: Proceedings from the AAAI Spring Symposium,
Stanford, CA, March 1991.
1990
- Hearst, M., A Hybrid Approach to Restricted Text Interpretation,
AAAI Spring Symposium on Text Based Intelligent Systems,
Stanford University, March 1990. pdf