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Jahna Otterbacher

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affiliation: Open University of Cyprus, Cyprus

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Journal Articles

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2023
[j18]
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Kalia Orphanou, Jahna Otterbacher, Styliani Kleanthous, Khuyagbaatar Batsuren, Fausto Giunchiglia, Veronika Bogina, Avital Shulner-Tal, Alan Hartman, Tsvi Kuflik:
Mitigating Bias in Algorithmic Systems - A Fish-eye View. ACM Comput. Surv. 55(5): 87:1-87:37 (2023)
[j17]
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Kyriakos Kyriakou, Jahna Otterbacher:
In humans, we trust: Multidisciplinary perspectives on the requirements for human oversight in algorithmic processes. Discov. Artif. Intell. 3(1) (2023)
[j16]
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Jahna Otterbacher, Yannis Manolopoulos:
Machine Ethics Research: Promises and Potential Pitfalls. IEEE Intell. Syst. 38(4): 62-68 (2023)
[j15]
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Jahna Otterbacher:
Why technical solutions for detecting AI-generated content in research and education are insufficient. Patterns 4(7): 100796 (2023)
2022
[j14]
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Styliani Kleanthous, Maria Kasinidou, Pinar Barlas, Jahna Otterbacher:
Perception of fairness in algorithmic decisions: Future developers' perspective. Patterns 3(1): 100380 (2022)
2021
[j13]
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Monica Lestari Paramita, Kalia Orphanou, Evgenia Christoforou, Jahna Otterbacher, Frank Hopfgartner:
Do you see what I see? Images of the COVID-19 pandemic through the lens of Google. Inf. Process. Manag. 58(5): 102654 (2021)
[j12]
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Styliani Kleanthous, Jahna Otterbacher, Jo Bates, Fausto Giunchiglia, Frank Hopfgartner, Tsvi Kuflik, Kalia Orphanou, Monica Lestari Paramita, Michael Rovatsos, Avital Shulner-Tal:
Report on the CyCAT winter school on fairness, accountability, transparency and ethics (FATE) in AI. SIGIR Forum 55(1): 4:1-4:9 (2021)
2020
[j11]
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Jo Bates, Paul D. Clough, Robert Jäschke, Jahna Otterbacher, Kris Unsworth:
Guest editorial. Online Inf. Rev. 44(2): 321-323 (2020)
[j10]
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Pinar Barlas, Kyriakos Kyriakou, Olivia Guest, Styliani Kleanthous, Jahna Otterbacher:
To "See" is to Stereotype: Image Tagging Algorithms, Gender Recognition, and the Accuracy-Fairness Trade-off. Proc. ACM Hum. Comput. Interact. 4(CSCW3): 1-31 (2020)
2019
[j9]
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Klimis S. Ntalianis, Andreas Kener, Jahna Otterbacher:
Feelings' Rating and Detection of Similar Locations, Based on Volunteered Crowdsensing and Crowdsourcing. IEEE Access 7: 90215-90229 (2019)
2018
[j8]
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Maria Matsangidou, Jahna Otterbacher, Chee Siang Ang, Panayiotis Zaphiris:
Can the crowd tell how I feel? Trait empathy and ethnic background in a visual pain judgment task. Univers. Access Inf. Soc. 17(3): 649-661 (2018)
2017
[j7]
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Jahna Otterbacher, Chee Siang Ang, Marina Litvak, David Atkins:
Show Me You Care: Trait Empathy, Linguistic Style, and Mimicry on Facebook. ACM Trans. Internet Techn. 17(1): 6:1-6:22 (2017)
2013
[j6]
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Jahna Otterbacher:
Gender, writing and ranking in review forums: a case study of the IMDb. Knowl. Inf. Syst. 35(3): 645-664 (2013)
2011
[j5]
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Jahna Otterbacher:
Being Heard in Review Communities: Communication Tactics and Review Prominence. J. Comput. Mediat. Commun. 16(3): 424-444 (2011)
2009
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Jahna Otterbacher, Günes Erkan, Dragomir R. Radev:
Biased LexRank: Passage retrieval using random walks with question-based priors. Inf. Process. Manag. 45(1): 42-54 (2009)
2008
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Jahna Otterbacher, Dragomir R. Radev, Omer Kareem:
Hierarchical summarization for delivering information to mobile devices. Inf. Process. Manag. 44(2): 931-947 (2008)
[j2]
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Jahna Otterbacher, Dragomir R. Radev:
Exploring fact-focused relevance and novelty detection. J. Documentation 64(4): 496-510 (2008)
2005
[j1]
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Dragomir R. Radev, Jahna Otterbacher, Adam Winkel, Sasha Blair-Goldensohn:
NewsInEssence: summarizing online news topics. Commun. ACM 48(10): 95-98 (2005)

Conference and Workshop Papers

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2023
[c68]
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Jürgen Pfeffer, Daniel Matter, Kokil Jaidka, Onur Varol, Afra Mashhadi, Jana Lasser, Dennis Assenmacher, Siqi Wu, Diyi Yang, Cornelia Brantner, Daniel M. Romero, Jahna Otterbacher, Carsten Schwemmer, Kenneth Joseph, David García, Fred Morstatter:
Just Another Day on Twitter: A Complete 24 Hours of Twitter Data. ICWSM 2023: 1073-1081
[c67]
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Maria Kasinidou, Styliani Kleanthous, Jahna Otterbacher:
Artificial Intelligence in Everyday Life: Educating the Public Through an Open, Distance-learning Course. ITiCSE (1) 2023: 306-312
[c66]
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Jahna Otterbacher:
Computer Vision, Human Likeness, and Problematic Behaviors: Distinguishing Stereotypes from Social Norms. UMAP (Adjunct Publication) 2023: 206-214
[c65]
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Bamshad Mobasher, Styliani Kleanthous, Jahna Otterbacher, Robin Burke, Avital Shulner-Tal:
6th Workshop on Fairness in User Modeling, Adaptation, and Personalization (FairUMAP 2023). UMAP (Adjunct Publication) 2023: 239-240
2022
[c64]
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Periklis Perikleous, Andreas Kafkalias, Zenonas Theodosiou, Pinar Barlas, Evgenia Christoforou, Jahna Otterbacher, Gianluca Demartini, Andreas Lanitis:
How Does the Crowd Impact the Model? A Tool for Raising Awareness of Social Bias in Crowdsourced Training Data. CIKM 2022: 4951-4954
[c63]
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Veronika Pavlidou, Jahna Otterbacher, Styliani Kleanthous:
Fairness Issues in Algorithmic Digital Marketing: Marketers' Perceptions. EMCIS 2022: 319-338
[c62]
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Pinar Barlas, Maximilian Krahn, Styliani Kleanthous, Kyriakos Kyriakou, Jahna Otterbacher:
Shifting Our Awareness, Taking Back Tags: Temporal Changes in Computer Vision Services' Social Behaviors. ICWSM 2022: 22-31
[c61]
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Styliani Kleanthous, Bamshad Mobasher, Tsvika Kuflik, Bettina Berendt, Robin Burke, Jahna Otterbacher, Nasim Sonboli, Avital Shulner-Tal:
5th Workshop on Fairness in User Modeling, Adaptation, and Personalization (FairUMAP 2022). UMAP (Adjunct Publication) 2022: 209-210
[c60]
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Shaoyang Fan, Pinar Barlas, Evgenia Christoforou, Jahna Otterbacher, Shazia W. Sadiq, Gianluca Demartini:
Socio-Economic Diversity in Human Annotations. WebSci 2022: 98-109
2021
[c59]
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Pinar Barlas, Kyriakos Kyriakou, Styliani Kleanthous, Jahna Otterbacher:
Person, Human, Neither: The Dehumanization Potential of Automated Image Tagging. AIES 2021: 357-367
[c58]
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Evgenia Christoforou, Pinar Barlas, Jahna Otterbacher:
It's About Time: A View of Crowdsourced Data Before and During the Pandemic. CHI 2021: 649:1-649:14
[c57]
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Veronika Pavlidou, Jahna Otterbacher, Styliani Kleanthous:
User Perception of Algorithmic Digital Marketing in Conditions of Scarcity. EMCIS 2021: 319-332
[c56]
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Maria Kasinidou, Styliani Kleanthous, Pinar Barlas, Jahna Otterbacher:
I agree with the decision, but they didn't deserve this: Future Developers' Perception of Fairness in Algorithmic Decisions. FAccT 2021: 690-700
[c55]
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Maria Kasinidou, Styliani Kleanthous, Jahna Otterbacher:
'Expected Most of the Results, but Some Others...Surprised Me': Personality Inference in Image Tagging Services. IS-EUD 2021: 187-195
[c54]
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Maria Kasinidou, Styliani Kleanthous, Kalia Orphanou, Jahna Otterbacher:
Educating Computer Science Students about Algorithmic Fairness, Accountability, Transparency and Ethics. ITiCSE (1) 2021: 484-490
[c53]
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Bamshad Mobasher, Styliani Kleanthous, Bettina Berendt, Jahna Otterbacher, Tsvi Kuflik, Avital Shulner-Tal:
FairUMAP 2021: The 4th Workshop on Fairness in User Modeling, Adaptation and Personalization. UMAP (Adjunct Publication) 2021: 399-400
[c52]
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Fausto Giunchiglia, Styliani Kleanthous, Jahna Otterbacher, Tim Draws:
Transparency Paths - Documenting the Diversity of User Perceptions. UMAP (Adjunct Publication) 2021: 415-420
2020
[c51]
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Alison Smith-Renner, Styliani Kleanthous, Brian Y. Lim, Tsvi Kuflik, Simone Stumpf, Jahna Otterbacher, Advait Sarkar, Casey Dugan, Avital Shulner-Tal:
ExSS-ATEC: Explainable Smart Systems for Algorithmic Transparency in Emerging Technologies 2020. IUI Companion 2020: 7-8
[c50]
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Antrea Chrysanthou, Pinar Barlas, Kyriakos Kyriakou, Styliani Kleanthous, Jahna Otterbacher:
Bursting the Bubble: Tool for Awareness and Research about Overpersonalization in Information Access Systems. IUI Companion 2020: 112-113
[c49]
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Alison Smith-Renner, Styliani Kleanthous, Brian Y. Lim, Tsvi Kuflik, Simone Stumpf, Jahna Otterbacher, Advait Sarkar, Casey Dugan, Avital Shulner-Tal:
ExSS-ATEC: Explainable Smart Systems and Algorithmic Transparency in Emerging Technlologies 2020 (workshop abstract). ExSS-ATEC@IUI 2020
[c48]
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Xavier Alameda-Pineda, Miriam Redi, Jahna Otterbacher, Nicu Sebe, Shih-Fu Chang:
FATE/MM 20: 2nd International Workshop on Fairness, Accountability, Transparency and Ethics in MultiMedia. ACM Multimedia 2020: 4761-4762
[c47]
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Pinar Barlas, Kyriakos Kyriakou, Antrea Chrysanthou, Styliani Kleanthous, Jahna Otterbacher:
OPIAS: Over-Personalization in Information Access Systems. UMAP (Adjunct Publication) 2020: 103-104
[c46]
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Bamshad Mobasher, Styliani Kleanthous, Bettina Berendt, Michael D. Ekstrand, Jahna Otterbacher, Avital Shulner-Tal:
UMAP 2020 Fairness in User Modeling, Adaptation and Personalization (FairUMAP 2020) Chairs' Welcome. UMAP (Adjunct Publication) 2020: 241-243
[c45]
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Kyriakos Kyriakou, Styliani Kleanthous, Jahna Otterbacher, George A. Papadopoulos:
Emotion-based Stereotypes in Image Analysis Services. UMAP (Adjunct Publication) 2020: 252-259
[c44]
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Bamshad Mobasher, Styliani Kleanthous, Michael D. Ekstrand, Bettina Berendt, Jahna Otterbacher, Avital Shulner-Tal:
FairUMAP 2020: The 3rd Workshop on Fairness in User Modeling, Adaptation and Personalization. UMAP 2020: 404-405
2019
[c43]
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Jahna Otterbacher, Pinar Barlas, Styliani Kleanthous, Kyriakos Kyriakou:
How Do We Talk about Other People? Group (Un)Fairness in Natural Language Image Descriptions. HCOMP 2019: 106-114
[c42]
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Kyriakos Kyriakou, Pinar Barlas, Styliani Kleanthous, Jahna Otterbacher:
Fairness in Proprietary Image Tagging Algorithms: A Cross-Platform Audit on People Images. ICWSM 2019: 313-322
[c41]
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Pinar Barlas, Kyriakos Kyriakou, Styliani Kleanthous, Jahna Otterbacher:
Social B(eye)as: Human and Machine Descriptions of People Images. ICWSM 2019: 583-591
[c40]
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Maria Matsangidou, Jahna Otterbacher:
What Is Beautiful Continues to Be Good - People Images and Algorithmic Inferences on Physical Attractiveness. INTERACT (4) 2019: 243-264
[c39]
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Styliani Kleanthous, Tsvi Kuflik, Jahna Otterbacher, Alan Hartman, Casey Dugan, Veronika Bogina:
Intelligent user interfaces for algorithmic transparency in emerging technologies. IUI Companion 2019: 129-130
[c38]
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Avital Shulner-Tal, Khuyagbaatar Batsuren, Veronika Bogina, Fausto Giunchiglia, Alan Hartman, Styliani Kleanthous Loizou, Tsvi Kuflik, Jahna Otterbacher:
"End to End" Towards a Framework for Reducing Biases and Promoting Transparency of Algorithmic Systems. SMAP 2019: 1-6
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Pinar Barlas, Styliani Kleanthous, Kyriakos Kyriakou, Jahna Otterbacher:
What Makes an Image Tagger Fair? UMAP 2019: 95-103
[c36]
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Bettina Berendt, Veronika Bogina, Robin Burke, Michael D. Ekstrand, Alan Hartman, Styliani Kleanthous, Tsvi Kuflik, Bamshad Mobasher, Jahna Otterbacher:
FairUMAP 2019 Chairs' Welcome Overview. UMAP (Adjunct Publication) 2019: 279-281
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Styliani Kleanthous, Jahna Otterbacher:
Shaping the Reaction: Community Characteristics and Emotional Tone of Citizen Responses to Robotics Videos at TED versus YouTube. UMAP (Adjunct Publication) 2019: 325-330
2018
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Jahna Otterbacher:
Addressing Social Bias in Information Retrieval. CLEF 2018: 121-127
[c33]
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Jahna Otterbacher:
Social Cues, Social Biases: Stereotypes in Annotations on People Images. HCOMP 2018: 136-144
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Jahna Otterbacher, Alessandro Checco, Gianluca Demartini, Paul D. Clough:
Investigating User Perception of Gender Bias in Image Search: The Role of Sexism. SIGIR 2018: 933-936
2017
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Jahna Otterbacher, Jo Bates, Paul D. Clough:
Competent Men and Warm Women: Gender Stereotypes and Backlash in Image Search Results. CHI 2017: 6620-6631
[c30]
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Jahna Otterbacher, Michael A. Talias:
S/he's too Warm/Agentic!: The Influence of Gender on Uncanny Reactions to Robots. HRI 2017: 214-223
[c29]
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Alicja Piotrkowicz, Vania Dimitrova, Jahna Otterbacher, Katja Markert:
Headlines Matter: Using Headlines to Predict the Popularity of News Articles on Twitter and Facebook. ICWSM 2017: 656-659
2016
[c28]
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Marina Litvak, Jahna Otterbacher, Chee Siang Ang, David Atkins:
Social and linguistic behavior and its correlation to trait empathy. PEOPLES@COLING 2016: 128-137
[c27]
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Ioannis Protonotarios, Vasiliki Sarimpei, Jahna Otterbacher:
Similar Gaps, Different Origins? Women Readers and Editors at Greek Wikipedia. Wiki@ICWSM 2016
2015
[c26]
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Jahna Otterbacher:
Crowdsourcing Stereotypes: Linguistic Bias in Metadata Generated via GWAP. CHI 2015: 1955-1964
[c25]
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Jahna Otterbacher:
Linguistic Bias in Collaboratively Produced Biographies: Crowdsourcing Social Stereotypes? ICWSM 2015: 298-307
2014
[c24]
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Loizos Michael, Jahna Otterbacher:
Write Like I Write: Herding in the Language of Online Reviews. ICWSM 2014
2013
[c23]
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Jing Gao, Jahna Otterbacher, Libby Hemphill:
Different Voices, Similar Perspectives? "Useful" Reviews at the International Movie Database. AMCIS 2013
[c22]
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Libby Hemphill, Jahna Otterbacher, Matthew A. Shapiro:
What's congress doing on twitter? CSCW 2013: 877-886
2012
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Libby Hemphill, Jahna Otterbacher:
Learning the lingo?: gender, prestige and linguistic adaptation in review communities. CSCW 2012: 305-314
2011
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Jahna Otterbacher, Libby Hemphill, Erica Dekker:
Helpful to you is useful to me: The use and interpretation of social voting. ASIST 2011: 1-10
[c19]
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Rui Yan, Xiaojun Wan, Jahna Otterbacher, Liang Kong, Xiaoming Li, Yan Zhang:
Evolutionary timeline summarization: a balanced optimization framework via iterative substitution. SIGIR 2011: 745-754
2010
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Jahna Otterbacher:
Inferring gender of movie reviewers: exploiting writing style, content and metadata. CIKM 2010: 369-378
2009
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Jahna Otterbacher:
'Helpfulness' in online communities: a measure of message quality. CHI 2009: 955-964
2008
[c16]
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Jahna Otterbacher:
Managing Information in Online Product Review Communities: Two Approaches. ECIS 2008: 706-717
[c15]
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Jahna Otterbacher:
Searching for Product Experience Attributes in Online Information Sources. ICIS 2008: 207
[c14]
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Jahna Otterbacher, Dragomir R. Radev:
Modeling Document Dynamics: an Evolutionary Approach. LREC 2008
2007
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Nikhil Sharma, Tapan Khopkar, Jahna Otterbacher:
ChatterCrop: Reaping the benefits of online product reviews. ASIST 2007: 1-13
[c12]
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Jahna Otterbacher:
Adoption of Translation Support Technologies in a Multilingual Work Environment. IWIC 2007: 276-290
2006
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Jahna Otterbacher, Dragomir R. Radev, Omer Kareem:
News to go: hierarchical text summarization for mobile devices. SIGIR 2006: 589-596
[c10]
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Jahna Otterbacher, Dragomir R. Radev:
Fact-focused novelty detection: a feasibility study. SIGIR 2006: 687-688
2005
[c9]
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Jahna Otterbacher, Günes Erkan, Dragomir R. Radev:
Using Random Walks for Question-focused Sentence Retrieval. HLT/EMNLP 2005: 915-922
[c8]
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Dragomir R. Radev, Omer Kareem, Jahna Otterbacher:
Hierarchical text summarization for WAP-enabled mobile devices. SIGIR 2005: 679
2004
[c7]
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Jahna Otterbacher, Dragomir R. Radev:
Comparing Semantically Related Sentences: The Case of Paraphrase Versus Subsumption. COLING 2004
[c6]
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Jahna Otterbacher, Dragomir R. Radev:
RevisionBank: A Resource for Revision-based Multi-document Summarization and Evaluation. LREC 2004
[c5]
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Dragomir R. Radev, Timothy Allison, Sasha Blair-Goldensohn, John Blitzer, Arda Çelebi, Stanko Dimitrov, Elliott Drábek, Ali Hakim, Wai Lam, Danyu Liu, Jahna Otterbacher, Hong Qi, Horacio Saggion, Simone Teufel, Michael Topper, Adam Winkel, Zhu Zhang:
MEAD - A Platform for Multidocument Multilingual Text Summarization. LREC 2004
[c4]
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Dragomir R. Radev, Jahna Otterbacher, Zhu Zhang:
CST Bank: A Corpus for the Study of Cross-document Structural Relationships. LREC 2004
2003
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Zhu Zhang, Jahna Otterbacher, Dragomir R. Radev:
Learning cross-document structural relationships using boosting. CIKM 2003: 124-130
[c2]
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Jahna Otterbacher, Hong Qi, Ali Hakim, Dragomir R. Radev:
The University of Michigan at TREC 2003. TREC 2003: 732-738
2002
[c1]
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Hong Qi, Jahna Otterbacher, Adam Winkel, Dragomir R. Radev:
The University of Michigan at TREC 2002: Question Answering and Novelty Tracks. TREC 2002

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2020
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Alison Smith-Renner, Styliani Kleanthous, Brian Y. Lim, Tsvi Kuflik, Simone Stumpf, Jahna Otterbacher, Advait Sarkar, Casey Dugan, Avital Shulner-Tal:
Proceedings of the Workshop on Explainable Smart Systems for Algorithmic Transparency in Emerging Technologies co-located with 25th International Conference on Intelligent User Interfaces (IUI 2020), Cagliari, Italy, March 17, 2020. CEUR Workshop Proceedings 2582, CEUR-WS.org 2020 [contents]
2003
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Kotaro Funakoshi, Sandra Kübler, Jahna Otterbacher:
ACL 2003, 41st Annual Meeting of the Association for Computational Linguistics, Companion Volume to the Proceedings, 7-12 July 2003, Sapporo Convention Center, Sapporo, Japan. The Association for Computer Linguistics 2003 [contents]

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2023
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Jürgen Pfeffer, Daniel Matter, Kokil Jaidka, Onur Varol, Afra Mashhadi, Jana Lasser, Dennis Assenmacher, Siqi Wu, Diyi Yang, Cornelia Brantner, Daniel M. Romero, Jahna Otterbacher, Carsten Schwemmer, Kenneth Joseph, David García, Fred Morstatter:
Just Another Day on Twitter: A Complete 24 Hours of Twitter Data. CoRR abs/2301.11429 (2023)
2021
[i2]
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Kalia Orphanou, Jahna Otterbacher, Styliani Kleanthous, Khuyagbaatar Batsuren, Fausto Giunchiglia, Veronika Bogina, Avital Shulner-Tal, Alan Hartman, Tsvi Kuflik:
Mitigating Bias in Algorithmic Systems: A Fish-Eye View of Problems and Solutions Across Domains. CoRR abs/2103.16953 (2021)
[i1]
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Fausto Giunchiglia, Jahna Otterbacher, Styliani Kleanthous, Khuyagbaatar Batsuren, Veronika Bogina, Tsvi Kuflik, Avital Shulner-Tal:
Towards Algorithmic Transparency: A Diversity Perspective. CoRR abs/2104.05658 (2021)

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