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ORCIDFred Morstatter
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- affiliation: University of Southern California, CA, USA
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2020 – today
- 2024
[c66]Abel Salinas, Fred Morstatter:
The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance. ACL (Findings) 2024: 4629-4651- [c65]Myrl G. Marmarelis, Fred Morstatter, Aram Galstyan, Greg Ver Steeg:
Policy Learning for Localized Interventions from Observational Data. AISTATS 2024: 4456-4464 - [c64]Rajiv Sethi
, Julie Seager, Emily Cai, Daniel Benjamin, Fred Morstatter, Olivia Bobrownicki, Yuqi Cheng, Anushka Kumar, Anusha Wanganoo:
Evaluating Prediction Mechanisms: A Profitability Test. CI 2024 - [c63]Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan, Fred Morstatter:
Ensembled Prediction Intervals for Causal Outcomes Under Hidden Confounding. CLeaR 2024: 18-40 - [c62]Rebecca Dorn, Lee Kezar, Fred Morstatter, Kristina Lerman:
Harmful Speech Detection by Language Models Exhibits Gender-Queer Dialect Bias. EAAMO 2024: 6:1-6:12 - [c61]Huy Nghiem, Umang Gupta, Fred Morstatter:
"Define Your Terms" : Enhancing Efficient Offensive Speech Classification with Definition. EACL (1) 2024: 1293-1309 - [c60]Nikolos Gurney, Fred Morstatter, David V. Pynadath, Adam Russell, Gleb Satyukov:
Operational Collective Intelligence of Humans and Machines. HCI (8) 2024: 296-308 - [c59]Zhuoyu Shi, Fred Morstatter:
The Diffusion of Causal Language in Social Networks. ICWSM 2024: 1422-1435 - [c58]Darshan Deshpande, Zhivar Sourati, Filip Ilievski, Fred Morstatter:
Contextualizing Argument Quality Assessment with Relevant Knowledge. NAACL (Short Papers) 2024: 316-326 - [c57]Negar Mokhberian, Myrl G. Marmarelis, Frederic R. Hopp, Valerio Basile, Fred Morstatter, Kristina Lerman:
Capturing Perspectives of Crowdsourced Annotators in Subjective Learning Tasks. NAACL-HLT 2024: 7337-7349 - [i58]Abel Salinas, Fred Morstatter:
The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance. CoRR abs/2401.03729 (2024) - [i57]Siyi Guo, Zihao He, Ashwin Rao, Fred Morstatter, P. Jeffrey Brantingham, Kristina Lerman:
The Pulse of Mood Online: Unveiling Emotional Reactions in a Dynamic Social Media Landscape. CoRR abs/2401.06275 (2024) - [i56]Kian Ahrabian, Zhivar Sourati, Kexuan Sun, Jiarui Zhang, Yifan Jiang, Fred Morstatter, Jay Pujara:
The Curious Case of Nonverbal Abstract Reasoning with Multi-Modal Large Language Models. CoRR abs/2401.12117 (2024) - [i55]Huy Nghiem, Umang Gupta, Fred Morstatter:
"Define Your Terms" : Enhancing Efficient Offensive Speech Classification with Definition. CoRR abs/2402.03221 (2024) - [i54]Nikolos Gurney, Fred Morstatter, David V. Pynadath, Adam Russell, Gleb Satyukov:
Operational Collective Intelligence of Humans and Machines. CoRR abs/2402.13273 (2024) - [i53]Abhishek Anand, Negar Mokhberian, Prathyusha Naresh Kumar, Anweasha Saha, Zihao He, Ashwin Rao, Fred Morstatter, Kristina Lerman:
Don't Blame the Data, Blame the Model: Understanding Noise and Bias When Learning from Subjective Annotations. CoRR abs/2403.04085 (2024) - [i52]Bahareh Harandizadeh, Abel Salinas, Fred Morstatter:
Risk and Response in Large Language Models: Evaluating Key Threat Categories. CoRR abs/2403.14988 (2024) - [i51]Zhivar Sourati, Meltem Ozcan, Colin McDaniel, Alireza S. Ziabari, Nuan Wen, Ala N. Tak, Fred Morstatter, Morteza Dehghani:
Secret Keepers: The Impact of LLMs on Linguistic Markers of Personal Traits. CoRR abs/2404.00267 (2024) - [i50]James Y. Huang, Wenxuan Zhou, Fei Wang, Fred Morstatter, Sheng Zhang, Hoifung Poon, Muhao Chen:
Offset Unlearning for Large Language Models. CoRR abs/2404.11045 (2024) - [i49]J. Hunter Priniski, Bryce Linford, Sai Krishna, Fred Morstatter, P. Jeffrey Brantingham, Hongjing Lu:
Online network topology shapes personal narratives and hashtag generation. CoRR abs/2405.20457 (2024) - [i48]Rebecca Dorn, Lee Kezar, Fred Morstatter, Kristina Lerman:
Harmful Speech Detection by Language Models Exhibits Gender-Queer Dialect Bias. CoRR abs/2406.00020 (2024) - [i47]Yuzhong Huang, Zhong Li, Zhang Chen, Zhiyuan Ren, Guosheng Lin, Fred Morstatter, Yi Xu:
OrientDream: Streamlining Text-to-3D Generation with Explicit Orientation Control. CoRR abs/2406.10000 (2024) - [i46]Yuzhong Huang, Chen Liu, Ji Hou, Ke Huo, Shiyu Dong, Fred Morstatter:
UniPlane: Unified Plane Detection and Reconstruction from Posed Monocular Videos. CoRR abs/2407.03594 (2024) - [i45]Harsh Sakhrani, Naseela Pervez, Anirudh Ravi Kumar, Fred Morstatter, Alexandra Graddy-Reed, Andrea Belz:
Artificial Intuition: Efficient Classification of Scientific Abstracts. CoRR abs/2407.06093 (2024) - 2023
- [j20]Daniel M. Benjamin, Fred Morstatter, Ali E. Abbas, Andrés Abeliuk, Pavel Atanasov, Stephen Bennett, Andreas Beger, Saurabh Birari, David V. Budescu, Michele Catasta, Emilio Ferrara, Lucas Haravitch, Mark Himmelstein, K. S. M. Tozammel Hossain, Yuzhong Huang, Woojeong Jin, Regina Joseph, Jure Leskovec, Akira Matsui, Mehrnoosh Mirtaheri, Xiang Ren, Gleb Satyukov, Rajiv Sethi, Amandeep Singh, Rok Sosic, Mark Steyvers, Pedro A. Szekely, Michael D. Ward, Aram Galstyan:
Hybrid forecasting of geopolitical events†. AI Mag. 44(1): 112-128 (2023) - [c56]John Priniski, Ishaan Verma, Fred Morstatter:
Pipeline for modeling causal beliefs from natural language. ACL (demo) 2023: 436-443 - [c55]Omar Shaikh, Caleb Ziems, William Held, Aryan J. Pariani, Fred Morstatter, Diyi Yang:
Modeling Cross-Cultural Pragmatic Inference with Codenames Duet. ACL (Findings) 2023: 6550-6569 - [c54]Ashwin Rao, Fred Morstatter, Kristina Lerman:
Retweets Amplify the Echo Chamber Effect. ASONAM 2023: 30-37 - [c53]Siyi Guo, Zihao He, Ashwin Rao, Eugene Jang, Yuanfeixue Nan, Fred Morstatter, P. Jeffrey Brantingham, Kristina Lerman:
Measuring Online Emotional Reactions to Events. ASONAM 2023: 315-319 - [c52]Ashwin Rao, Siyi Guo, Sze-Yuh Nina Wang, Fred Morstatter, Kristina Lerman:
Pandemic Culture Wars: Partisan Differences in the Moral Language of COVID-19 Discussions. IEEE Big Data 2023: 413-422 - [c51]Abel Salinas, Parth Vipul Shah, Yuzhong Huang, Robert McCormack, Fred Morstatter:
The Unequal Opportunities of Large Language Models: Examining Demographic Biases in Job Recommendations by ChatGPT and LLaMA. EAAMO 2023: 34:1-34:15 - [c50]Dong-Ho Lee, Ravi Kiran Selvam, Sheikh Muhammad Sarwar, Bill Yuchen Lin, Fred Morstatter, Jay Pujara, Elizabeth Boschee, James Allan, Xiang Ren:
AutoTriggER: Label-Efficient and Robust Named Entity Recognition with Auxiliary Trigger Extraction. EACL 2023: 3003-3017 - [c49]Dong-Ho Lee, Kian Ahrabian, Woojeong Jin, Fred Morstatter, Jay Pujara:
Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning. EMNLP 2023: 544-557 - [c48]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 - [i44]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) - [i43]Rebecca Dorn, Yiwen Ma, Fred Morstatter, Kristina Lerman:
Gender and Prestige Bias in Coronavirus News Reporting. CoRR abs/2301.11994 (2023) - [i42]Dong-Ho Lee, Kian Ahrabian, Woojeong Jin, Fred Morstatter, Jay Pujara:
Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning. CoRR abs/2305.10613 (2023) - [i41]Darshan Deshpande, Zhivar Sourati, Filip Ilievski, Fred Morstatter:
Contextualizing Argument Quality Assessment with Relevant Knowledge. CoRR abs/2305.12280 (2023) - [i40]Ashwin Rao, Siyi Guo, Sze-Yuh Nina Wang, Fred Morstatter, Kristina Lerman:
Pandemic Culture Wars: Partisan Asymmetries in the Moral Language of COVID-19 Discussions. CoRR abs/2305.18533 (2023) - [i39]Omar Shaikh, Caleb Ziems, William Held, Aryan J. Pariani, Fred Morstatter, Diyi Yang:
Modeling Cross-Cultural Pragmatic Inference with Codenames Duet. CoRR abs/2306.02475 (2023) - [i38]Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan, Fred Morstatter:
Tighter Prediction Intervals for Causal Outcomes Under Hidden Confounding. CoRR abs/2306.09520 (2023) - [i37]Siyi Guo, Zihao He, Ashwin Rao, Eugene Jang, Yuanfeixue Nan, Fred Morstatter, P. Jeffrey Brantingham, Kristina Lerman:
Measuring Online Emotional Reactions to Offline Events. CoRR abs/2307.10245 (2023) - [i36]Abel Salinas, Parth Vipul Shah, Yuzhong Huang, Robert McCormack, Fred Morstatter:
The Unequal Opportunities of Large Language Models: Revealing Demographic Bias through Job Recommendations. CoRR abs/2308.02053 (2023) - [i35]Abel Salinas, Louis Penafiel, Robert McCormack, Fred Morstatter:
"Im not Racist but...": Discovering Bias in the Internal Knowledge of Large Language Models. CoRR abs/2310.08780 (2023) - [i34]Negar Mokhberian, Myrl G. Marmarelis, Frederic R. Hopp, Valerio Basile, Fred Morstatter, Kristina Lerman:
Capturing Perspectives of Crowdsourced Annotators in Subjective Learning Tasks. CoRR abs/2311.09743 (2023) - 2022
- [j19]Ninareh Mehrabi, Fred Morstatter, Nripsuta Saxena, Kristina Lerman, Aram Galstyan:
A Survey on Bias and Fairness in Machine Learning. ACM Comput. Surv. 54(6): 115:1-115:35 (2022) - [j18]Sara Melotte, Filip Ilievski, Linglan Zhang, Aditya Malte, Namita Mutha, Fred Morstatter, Ninareh Mehrabi:
Where Does Bias in Common Sense Knowledge Models Come From? IEEE Internet Comput. 26(4): 12-20 (2022) - [j17]Tuja Khaund, Baris Kirdemir, Nitin Agarwal, Huan Liu, Fred Morstatter:
Social Bots and Their Coordination During Online Campaigns: A Survey. IEEE Trans. Comput. Soc. Syst. 9(2): 530-545 (2022) - [c47]Negar Mokhberian, Frederic R. Hopp, Bahareh Harandizadeh, Fred Morstatter, Kristina Lerman:
Noise Audits Improve Moral Foundation Classification. ASONAM 2022: 147-154 - [c46]Le Binh, Rajat Tandon, Chingis Oinar, Jeffrey Liu, Uma Durairaj, Jiani Guo, Spencer Zahabizadeh, Sanjana Ilango, Jeremy Tang, Fred Morstatter, Simon S. Woo, Jelena Mirkovic:
Samba: Identifying Inappropriate Videos for Young Children on YouTube. CIKM 2022: 88-97 - [c45]Gaurav Nuti, Louis Penafiel, Janelle Ward, Abel Salinas, Fred Morstatter, Nathan Schurr, Deirdre Kelliher, Laura Cassani, Robert McCormack:
Productive Online Discourse for Emergency Response. ICWSM Workshops 2022 - [c44]Ninareh Mehrabi, Ahmad Beirami, Fred Morstatter, Aram Galstyan:
Robust Conversational Agents against Imperceptible Toxicity Triggers. NAACL-HLT 2022: 2831-2847 - [c43]Kexuan Sun, Zhiqiang Qiu, Abel Salinas, Yuzhong Huang, Dong-Ho Lee, Daniel Benjamin, Fred Morstatter, Xiang Ren, Kristina Lerman, Jay Pujara:
Assessing Scientific Research Papers with Knowledge Graphs. SIGIR 2022: 2467-2472 - [c42]Bahareh Harandizadeh, J. Hunter Priniski, Fred Morstatter:
Keyword Assisted Embedded Topic Model. WSDM 2022: 372-380 - [i33]Ashwin Rao, Fred Morstatter, Kristina Lerman:
Partisan Asymmetries in Exposure to Misinformation. CoRR abs/2203.01350 (2022) - [i32]Ninareh Mehrabi, Ahmad Beirami, Fred Morstatter, Aram Galstyan:
Robust Conversational Agents against Imperceptible Toxicity Triggers. CoRR abs/2205.02392 (2022) - [i31]Negar Mokhberian, Frederic R. Hopp, Bahareh Harandizadeh, Fred Morstatter, Kristina Lerman:
Noise Audits Improve Moral Foundation Classification. CoRR abs/2210.07415 (2022) - [i30]Ashwin Rao, Fred Morstatter, Kristina Lerman:
Retweets Distort Exposure to Polarized Information. CoRR abs/2211.16480 (2022) - 2021
- [j16]Huy Nghiem, Goran Muric, Fred Morstatter, Emilio Ferrara:
Detecting cryptocurrency pump-and-dump frauds using market and social signals. Expert Syst. Appl. 182: 115284 (2021) - [j15]Fred Morstatter, Do Own (Donna) Kim, Natalie Jonckheere, Calvin Liu, Malika Seth, Dmitri Williams:
I'll Play on My Other Account: The Network and Behavioral Differences of Sybils. Proc. ACM Hum. Comput. Interact. 5(CHI PLAY): 277:1-277:18 (2021) - [j14]Mehrnoosh Mirtaheri, Sami Abu-El-Haija, Fred Morstatter, Greg Ver Steeg, Aram Galstyan:
Identifying and Analyzing Cryptocurrency Manipulations in Social Media. IEEE Trans. Comput. Soc. Syst. 8(3): 607-617 (2021) - [c41]Ninareh Mehrabi, Muhammad Naveed, Fred Morstatter, Aram Galstyan:
Exacerbating Algorithmic Bias through Fairness Attacks. AAAI 2021: 8930-8938 - [c40]Woojeong Jin, Rahul Khanna, Suji Kim, Dong-Ho Lee, Fred Morstatter, Aram Galstyan, Xiang Ren:
ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data. ACL/IJCNLP (1) 2021: 4636-4650 - [c39]Yufei Tian, Tuhin Chakrabarty, Fred Morstatter, Nanyun Peng:
Identifying Distributional Perspectives from Colingual Groups. SocialNLP@NAACL 2021: 178-190 - [c38]Mehrnoosh Mirtaheri, Mohammad Rostami, Xiang Ren, Fred Morstatter, Aram Galstyan:
One-shot Learning for Temporal Knowledge Graphs. AKBC 2021 - [c37]Ninareh Mehrabi, Pei Zhou, Fred Morstatter, Jay Pujara, Xiang Ren, Aram Galstyan:
Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources. EMNLP (1) 2021: 5016-5033 - [c36]J. Hunter Priniski, Negar Mokhberian, Bahareh Harandizadeh, Fred Morstatter, Kristina Lerman, Hongjing Lu, P. Jeffrey Brantingham:
Mapping Moral Valence of Tweets Following The Killing of George Floyd. ICWSM Workshops 2021 - [c35]Zaina Shaik, Filip Ilievski, Fred Morstatter:
Analyzing Race and Citizenship Bias in Wikidata. MASS 2021: 665-666 - [i29]Rajiv Sethi, Julie Seager, Emily Cai, Daniel M. Benjamin, Fred Morstatter:
Models, Markets, and the Forecasting of Elections. CoRR abs/2102.04936 (2021) - [i28]Ninareh Mehrabi, Pei Zhou, Fred Morstatter, Jay Pujara, Xiang Ren, Aram Galstyan:
Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources. CoRR abs/2103.11320 (2021) - [i27]J. Hunter Priniski, Negar Mokhberian, Bahareh Harandizadeh, Fred Morstatter, Kristina Lerman, Hongjing Lu, P. Jeffrey Brantingham:
Mapping Moral Valence of Tweets Following the Killing of George Floyd. CoRR abs/2104.09578 (2021) - [i26]Parisa Kaghazgaran, Nichola Lubold, Fred Morstatter:
Organizational Artifacts of Code Development. CoRR abs/2105.14637 (2021) - [i25]Zaina Shaik, Filip Ilievski, Fred Morstatter:
Analyzing Race and Country of Citizenship Bias in Wikidata. CoRR abs/2108.05412 (2021) - [i24]Ninareh Mehrabi, Umang Gupta, Fred Morstatter, Greg Ver Steeg, Aram Galstyan:
Attributing Fair Decisions with Attention Interventions. CoRR abs/2109.03952 (2021) - [i23]Dong-Ho Lee, Ravi Kiran Selvam, Sheikh Muhammad Sarwar, Bill Yuchen Lin, Mahak Agarwal, Fred Morstatter, Jay Pujara, Elizabeth Boschee, James Allan, Xiang Ren:
AutoTriggER: Named Entity Recognition with Auxiliary Trigger Extraction. CoRR abs/2109.04726 (2021) - [i22]Huy Nghiem, Fred Morstatter:
"Stop Asian Hate!" : Refining Detection of Anti-Asian Hate Speech During the COVID-19 Pandemic. CoRR abs/2112.02265 (2021) - [i21]Bahareh Harandizadeh, J. Hunter Priniski, Fred Morstatter:
Keyword Assisted Embedded Topic Model. CoRR abs/2112.03101 (2021) - 2020
- [c34]Yuzhong Huang, Andrés Abeliuk, Fred Morstatter, Pavel Atanasov, Aram Galstyan:
Anchor Attention for Hybrid Crowd Forecasts Aggregation. AAMAS 2020: 1869-1871 - [c33]Ninareh Mehrabi, Thamme Gowda, Fred Morstatter, Nanyun Peng, Aram Galstyan:
Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition. HT 2020: 231-232 - [c32]Caleb Ziems, Ymir Vigfusson, Fred Morstatter:
Aggressive, Repetitive, Intentional, Visible, and Imbalanced: Refining Representations for Cyberbullying Classification. ICWSM 2020: 808-819 - [c31]Di Huang, Zihao He, Yuzhong Huang, Kexuan Sun, Sami Abu-El-Haija, Bryan Perozzi, Kristina Lerman, Fred Morstatter, Aram Galstyan:
Graph Embedding with Personalized Context Distribution. WWW (Companion Volume) 2020: 655-661 - [i20]Yuzhong Huang, Andrés Abeliuk, Fred Morstatter, Pavel Atanasov, Aram Galstyan:
Anchor Attention for Hybrid Crowd Forecasts Aggregation. CoRR abs/2003.12447 (2020) - [i19]Caleb Ziems, Ymir Vigfusson, Fred Morstatter:
Aggressive, Repetitive, Intentional, Visible, and Imbalanced: Refining Representations for Cyberbullying Classification. CoRR abs/2004.01820 (2020) - [i18]Yufei Tian, Tuhin Chakrabarty, Fred Morstatter, Nanyun Peng:
Identifying Cultural Differences through Multi-Lingual Wikipedia. CoRR abs/2004.04938 (2020) - [i17]Ninareh Mehrabi, Yuzhong Huang, Fred Morstatter:
Statistical Equity: A Fairness Classification Objective. CoRR abs/2005.07293 (2020) - [i16]Akira Matsui, Emilio Ferrara, Fred Morstatter, Andrés Abeliuk, Aram Galstyan:
Leveraging Clickstream Trajectories to Reveal Low-Quality Workers in Crowdsourced Forecasting Platforms. CoRR abs/2009.01966 (2020) - [i15]Mehrnoosh Mirtaheri, Mohammad Rostami, Xiang Ren, Fred Morstatter, Aram Galstyan:
One-shot Learning for Temporal Knowledge Graphs. CoRR abs/2010.12144 (2020) - [i14]Ashwin Rao, Fred Morstatter, Minda Hu, Emily Chen, Keith Burghardt, Emilio Ferrara, Kristina Lerman:
Political Partisanship and Anti-Science Attitudes in Online Discussions about Covid-19. CoRR abs/2011.08498 (2020) - [i13]Ninareh Mehrabi, Muhammad Naveed, Fred Morstatter, Aram Galstyan:
Exacerbating Algorithmic Bias through Fairness Attacks. CoRR abs/2012.08723 (2020)
2010 – 2019
- 2019
- [j13]Liang Wu, Fred Morstatter, Kathleen M. Carley, Huan Liu:
Misinformation in Social Media: Definition, Manipulation, and Detection. SIGKDD Explor. 21(2): 80-90 (2019) - [c30]Ninareh Mehrabi, Fred Morstatter, Nanyun Peng, Aram Galstyan:
Debiasing community detection: the importance of lowly connected nodes. ASONAM 2019: 509-512 - [c29]Majid Alfifi, Parisa Kaghazgaran, James Caverlee, Fred Morstatter:
A Large-Scale Study of ISIS Social Media Strategy: Community Size, Collective Influence, and Behavioral Impact. ICWSM 2019: 58-67 - [c28]Fred Morstatter, Aram Galstyan, Gleb Satyukov, Daniel Benjamin, Andrés Abeliuk, Mehrnoosh Mirtaheri, K. S. M. Tozammel Hossain, Pedro A. Szekely, Emilio Ferrara, Akira Matsui, Mark Steyvers, Stephen Bennett, David V. Budescu, Mark Himmelstein, Michael D. Ward, Andreas Beger, Michele Catasta, Rok Sosic, Jure Leskovec, Pavel Atanasov, Regina Joseph, Rajiv Sethi, Ali E. Abbas:
SAGE: A Hybrid Geopolitical Event Forecasting System. IJCAI 2019: 6557-6559 - [e1]Jürgen Pfeffer, Ceren Budak, Yu-Ru Lin, Fred Morstatter:
Proceedings of the Thirteenth International Conference on Web and Social Media, ICWSM 2019, Munich, Germany, June 11-14, 2019. AAAI Press 2019 [contents] - [i12]Mehrnoosh Mirtaheri, Sami Abu-El-Haija, Fred Morstatter, Greg Ver Steeg, Aram Galstyan:
Identifying and Analyzing Cryptocurrency Manipulations in Social Media. CoRR abs/1902.03110 (2019) - [i11]Ninareh Mehrabi, Fred Morstatter, Nanyun Peng, Aram Galstyan:
Debiasing Community Detection: The Importance of Lowly-Connected Nodes. CoRR abs/1903.08136 (2019) - [i10]Ninareh Mehrabi, Fred Morstatter, Nripsuta Saxena, Kristina Lerman, Aram Galstyan:
A Survey on Bias and Fairness in Machine Learning. CoRR abs/1908.09635 (2019) - [i9]Ninareh Mehrabi, Thamme Gowda, Fred Morstatter, Nanyun Peng, Aram Galstyan:
Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition. CoRR abs/1910.10872 (2019) - 2018
- [j12]Jundong Li, Kewei Cheng, Suhang Wang, Fred Morstatter, Robert P. Trevino, Jiliang Tang, Huan Liu:
Feature Selection: A Data Perspective. ACM Comput. Surv. 50(6): 94:1-94:45 (2018) - [j11]Jürgen Pfeffer, Katja Mayer, Fred Morstatter:
Tampering with Twitter's Sample API. EPJ Data Sci. 7(1): 50:1-50:21 (2018) - [j10]Liang Wu, Fred Morstatter, Huan Liu:
SlangSD: building, expanding and using a sentiment dictionary of slang words for short-text sentiment classification. Lang. Resour. Evaluation 52(3): 839-852 (2018) - [j9]Fred Morstatter, Liang Wu, Uraz Yavanoglu, Steven R. Corman, Huan Liu:
Identifying Framing Bias in Online News. ACM Trans. Soc. Comput. 1(2): 5:1-5:18 (2018) - [c27]Shushan Arakelyan, Fred Morstatter, Margaret Martin, Emilio Ferrara, Aram Galstyan:
Mining and Forecasting Career Trajectories of Music Artists. HT 2018: 11-19 - [c26]Liang Wu, Jundong Li, Fred Morstatter, Huan Liu:
Toward Relational Learning with Misinformation. SDM 2018: 711-719 - [c25]Fred Morstatter, Yunqiu Shao, Aram Galstyan, Shanika Karunasekera:
From Alt-Right to Alt-Rechts: Twitter Analysis of the 2017 German Federal Election. WWW (Companion Volume) 2018: 621-628 - [i8]Shushan Arakelyan, Fred Morstatter, Margaret Martin, Emilio Ferrara, Aram Galstyan:
Mining and Forecasting Career Trajectories of Music Artists. CoRR abs/1805.03324 (2018) - 2017
- [j8]Katharina Kinder-Kurlanda, Katrin Weller, Wolfgang Zenk-Möltgen, Jürgen Pfeffer, Fred Morstatter:
Archiving information from geotagged tweets to promote reproducibility and comparability in social media research. Big Data Soc. 4(2): 205395171773633 (2017) - [j7]Fred Morstatter, Huan Liu:
In Search of Coherence and Consensus: Measuring the Interpretability of Statistical Topics. J. Mach. Learn. Res. 18: 169:1-169:32 (2017) - [j6]Fred Morstatter, Huan Liu:
Discovering, assessing, and mitigating data bias in social media. Online Soc. Networks Media 1: 1-13 (2017) - [c24]Liang Wu, Xia Hu, Fred Morstatter, Huan Liu:
Adaptive Spammer Detection with Sparse Group Modeling. ICWSM 2017: 319-326 - [c23]Liang Wu, Xia Hu, Fred Morstatter, Huan Liu:
Detecting Camouflaged Content Polluters. ICWSM 2017: 696-699 - [i7]Fred Morstatter, Kai Shu, Suhang Wang, Huan Liu:
Cross-Platform Emoji Interpretation: Analysis, a Solution, and Applications. CoRR abs/1709.04969 (2017) - 2016
- [j5]Huan Liu, Fred Morstatter, Jiliang Tang, Reza Zafarani:
The good, the bad, and the ugly: uncovering novel research opportunities in social media mining. Int. J. Data Sci. Anal. 1(3-4): 137-143 (2016) - [j4]Fred Morstatter, Huan Liu:
Replacing Mechanical Turkers? Challenges in the Evaluation of Models with Semantic Properties. ACM J. Data Inf. Qual. 7(4): 15:1-15:4 (2016) - [c22]Suhas Ranganath, Fred Morstatter, Xia Hu, Jiliang Tang, Suhang Wang, Huan Liu:
Predicting Online Protest Participation of Social Media Users. AAAI 2016: 208-214 - [c21]Fred Morstatter, Huan Liu:
A Novel Measure for Coherence in Statistical Topic Models. ACL (2) 2016 - [c20]Fred Morstatter, Liang Wu, Tahora H. Nazer, Kathleen M. Carley, Huan Liu:
A new approach to bot detection: Striking the balance between precision and recall. ASONAM 2016: 533-540 - [c19]Fred Morstatter:
Detecting and mitigating bias in social media. ASONAM 2016: 1347-1348 - [c18]Tahora H. Nazer, Fred Morstatter, Harsh Dani, Huan Liu:
Finding requests in social media for disaster relief. ASONAM 2016: 1410-1413 - [c17]Suhang Wang, Jiliang Tang, Fred Morstatter, Huan Liu:
Paired Restricted Boltzmann Machine for Linked Data. CIKM 2016: 1753-1762 - [c16]Justin Sampson, Fred Morstatter, Liang Wu, Huan Liu:
Leveraging the Implicit Structure within Social Media for Emergent Rumor Detection. CIKM 2016: 2377-2382 - [c15]Fred Morstatter:
Using Biased Social Samples for Disaster Response: Extended Abstract. CIC 2016: 456-457 - [c14]Fred Morstatter, Harsh Dani, Justin Sampson, Huan Liu:
Can One Tamper with the Sample API?: Toward Neutralizing Bias from Spam and Bot Content. WWW (Companion Volume) 2016: 81-82 - [i6]Jundong Li, Kewei Cheng, Suhang Wang, Fred Morstatter, Robert P. Trevino, Jiliang Tang, Huan Liu:
Feature Selection: A Data Perspective. CoRR abs/1601.07996 (2016) - [i5]Liang Wu, Fred Morstatter, Huan Liu:
SlangSD: Building and Using a Sentiment Dictionary of Slang Words for Short-Text Sentiment Classification. CoRR abs/1608.05129 (2016) - 2015
- [j3]Fred Morstatter, Huiji Gao, Huan Liu:
Discovering Location Information in Social Media. IEEE Data Eng. Bull. 38(2): 4-13 (2015) - [c13]Fred Morstatter, Jürgen Pfeffer, Katja Mayer, Huan Liu:
Text, Topics, and Turkers: A Consensus Measure for Statistical Topics. HT 2015: 123-131 - [c12]Justin Sampson, Fred Morstatter, Ross Maciejewski, Huan Liu:
Surpassing the Limit: Keyword Clustering to Improve Twitter Sample Coverage. HT 2015: 237-245 - [c11]Harsh Dani, Fred Morstatter, Xia Hu, Zhen Yang, Huan Liu:
Social Answer: A System for Finding Appropriate Sites for Questions in Social Media. ICDM Workshops 2015: 1632-1635 - [c10]Justin Sampson, Fred Morstatter, Reza Zafarani, Huan Liu:
Real-Time Crisis Mapping Using Language Distribution. ICDM Workshops 2015: 1648-1651 - [i4]Suhas Ranganath, Fred Morstatter, Xia Hu, Jiliang Tang, Huan Liu:
Predicting Online Protest Participation of Social Media Users. CoRR abs/1512.02968 (2015) - 2014
- [b1]Shamanth Kumar, Fred Morstatter, Huan Liu:
Twitter Data Analytics. Springer Briefs in Computer Science, Springer 2014, ISBN 978-1-4614-9372-3, pp. 1-69 - [j2]Kathleen M. Carley, Jürgen Pfeffer, Fred Morstatter, Huan Liu:
Embassies burning: toward a near-real-time assessment of social media using geo-temporal dynamic network analytics. Soc. Netw. Anal. Min. 4(1): 195 (2014) - [c9]Fred Morstatter, Nichola Lubold, Heather Pon-Barry, Jürgen Pfeffer, Huan Liu:
Finding Eyewitness Tweets During Crises. LTCSS@ACL 2014: 23-27 - [c8]Fred Morstatter, Jürgen Pfeffer, Huan Liu:
When is it biased?: assessing the representativeness of twitter's streaming API. WWW (Companion Volume) 2014: 555-556 - [i3]Fred Morstatter, Jürgen Pfeffer, Huan Liu:
When is it Biased? Assessing the Representativeness of Twitter's Streaming API. CoRR abs/1401.7909 (2014) - [i2]Fred Morstatter, Nichola Lubold, Heather Pon-Barry, Jürgen Pfeffer, Huan Liu:
Finding Eyewitness Tweets During Crises. CoRR abs/1403.1773 (2014) - 2013
- [c7]Kathleen M. Carley, Jürgen Pfeffer, Huan Liu, Fred Morstatter, Rebecca Goolsby:
Near real time assessment of social media using geo-temporal network analytics. ASONAM 2013: 517-524 - [c6]Shamanth Kumar, Fred Morstatter, Reza Zafarani, Huan Liu:
Whom should I follow?: identifying relevant users during crises. HT 2013: 139-147 - [c5]Fred Morstatter, Jürgen Pfeffer, Huan Liu, Kathleen M. Carley:
Is the Sample Good Enough? Comparing Data from Twitter's Streaming API with Twitter's Firehose. ICWSM 2013 - [c4]Fred Morstatter, Shamanth Kumar, Huan Liu, Ross Maciejewski:
Understanding Twitter data with TweetXplorer. KDD 2013: 1482-1485 - [i1]Fred Morstatter, Jürgen Pfeffer, Huan Liu, Kathleen M. Carley:
Is the Sample Good Enough? Comparing Data from Twitter's Streaming API with Twitter's Firehose. CoRR abs/1306.5204 (2013) - 2012
- [j1]Fred Morstatter, Huan Liu, Daniel Zeng:
Opening Doors to Sharing Social Media Data. IEEE Intell. Syst. 27(1): 47-51 (2012) - [c3]Ullas Nambiar, Tanveer A. Faruquie, Shamanth Kumar, Fred Morstatter, Huan Liu:
Faceted Browsing over Social Media. BDA 2012: 91-100 - [c2]Shamanth Kumar, Fred Morstatter, Grant Marshall, Huan Liu, Ullas Nambiar:
Navigating information facets on twitter (NIF-T). KDD 2012: 1548-1551 - 2011
- [c1]Gabriel Pui Cheong Fung, Fred Morstatter, Huan Liu:
Feature Selection Strategy in Text Classification. PAKDD (1) 2011: 26-37
Coauthor Index
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