No photo of Mark Dredze

View Scopus Profile

Mark Dredze

Professor

20032024

Research activity per year

Filter
Conference contribution

Search results

  • 2023

    A Multi-instance Learning Approach to Civil Unrest Event Detection using Twitter

    DeLucia, A., Dredze, M. & Buczak, A. L., 2023, CASE 2023 - Proceedings of the 6th Workshop on Challenges and Applications of Automated Extraction of Socio-Political Events from Text, associated with 14th International Conference on Recent Advances in Natural Language Processing, RANLP 2023. Hurriyetoglu, A., Tanev, H., Zavarella, V., Yeniterzi, R., Yoruk, E. & Slavcheva, M. (eds.). Incoma Ltd, p. 18-33 16 p. (CASE 2023 - Proceedings of the 6th Workshop on Challenges and Applications of Automated Extraction of Socio-Political Events from Text, associated with 14th International Conference on Recent Advances in Natural Language Processing, RANLP 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Characterization of Stigmatizing Language in Medical Records

    Harrigian, K., Zirikly, A., Chee, B., Ahmad, A., Links, A. R., Saha, S., Beach, M. C. & Dredze, M., 2023, Short Papers. Association for Computational Linguistics (ACL), p. 312-329 18 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • GEO-SEQ2SEQ: Twitter User Geolocation on Noisy Data through Sequence to Sequence Learning

    Zhang, J., DeLucia, A., Zhang, C. & Dredze, M., 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 4778-4794 17 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Joint End-to-End Semantic Proto-role Labeling

    Spaulding, E., Kazantsev, G. & Dredze, M., 2023, Short Papers. Association for Computational Linguistics (ACL), p. 723-736 14 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • MIXCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies

    Zhang, S., Wu, S., Irsoy, O., Lu, S., Bansal, M., Dredze, M. & Rosenberg, D., 2023, Long Papers. Association for Computational Linguistics (ACL), p. 9027-9050 24 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • On the Surprising Effectiveness of Name Matching Alone in Autoregressive Entity Linking

    Schumacher, E., Mayfield, J. & Dredze, M., 2023, 1st Workshop on Matching from Unstructured and Structured Data, MATCHING 2023 - Proceedings of the Workshop. Hruschka, E., Mitchell, T., Rahman, S., Mladenic, D. & Grobelnik, M. (eds.). Association for Computational Linguistics (ACL), p. 58-69 12 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Strength in Numbers: Estimating Confidence of Large Language Models by Prompt Agreement

    Wightman, G. P., DeLucia, A. & Dredze, M., 2023, 3rd Workshop on Trustworthy Natural Language Processing, TrustNLP 2023 - Proceedings of the Workshop. Ovalle, A., Chang, K-W., Chang, K-W., Mehrabi, N., Pruksachatkun, Y., Galystan, A., Galystan, A., Dhamala, J., Verma, A., Cao, T., Kumar, A. & Gupta, R. (eds.). Association for Computational Linguistics (ACL), p. 326-362 37 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2022

    Explaining Models of Mental Health via Clinically Grounded Auxiliary Tasks

    Zirikly, A. & Dredze, M., 2022, CLPsych 2022 - 8th Workshop on Computational Linguistics and Clinical Psychology, Proceedings. Zirikly, A., Atzil-Slonim, D., Liakata, M., Bedrick, S., Desmet, B., Ireland, M., Lee, A., MacAvaney, S., Purver, M., Resnik, R. & Yates, A. (eds.). Association for Computational Linguistics (ACL), p. 30-39 10 p. (CLPsych 2022 - 8th Workshop on Computational Linguistics and Clinical Psychology, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Model Distillation for Faithful Explanations of Medical Code Predictions

    Wood-Doughty, Z., Cachola, I. & Dredze, M., 2022, BioNLP 2022 @ ACL 2022 - Proceedings of the 21st Workshop on Biomedical Language Processing. Association for Computational Linguistics (ACL), p. 412-425 14 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Then and Now: Quantifying the Longitudinal Validity of Self-Disclosed Depression Diagnoses

    Harrigian, K. & Dredze, M., 2022, CLPsych 2022 - 8th Workshop on Computational Linguistics and Clinical Psychology, Proceedings. Zirikly, A., Atzil-Slonim, D., Liakata, M., Bedrick, S., Desmet, B., Ireland, M., Lee, A., MacAvaney, S., Purver, M., Resnik, R. & Yates, A. (eds.). Association for Computational Linguistics (ACL), p. 59-75 17 p. (CLPsych 2022 - 8th Workshop on Computational Linguistics and Clinical Psychology, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • The Problem of Semantic Shift in Longitudinal Monitoring of Social Media: A Case Study on Mental Health During the COVID-19 Pandemic

    Harrigian, K. & Dredze, M., Jun 26 2022, WebSci 2022 - Proceedings of the 14th ACM Web Science Conference. Association for Computing Machinery, p. 208-218 11 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Updated Headline Generation: Creating Updated Summaries for Evolving News Stories

    Panthaplackel, S., Benton, A. & Dredze, M., 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Association for Computational Linguistics (ACL), p. 6438-6461 24 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • What Makes Data-to-Text Generation Hard for Pretrained Language Models?

    Keymanesh, M., Benton, A. & Dredze, M., 2022, GEM 2022 - 2nd Workshop on Natural Language Generation, Evaluation, and Metrics, Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 539-554 16 p. (GEM 2022 - 2nd Workshop on Natural Language Generation, Evaluation, and Metrics, Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Zero-shot Cross-Language Transfer of Monolingual Entity Linking Models

    Schumacher, E., Mayfield, J. & Dredze, M., 2022, MRL 2022 - 2nd Workshop on Multi-Lingual Representation Learning, Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 38-51 14 p. (MRL 2022 - 2nd Workshop on Multi-Lingual Representation Learning, Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Zero-shot Cross-lingual Transfer is Under-specified Optimization

    Wu, S., Van Durme, B. & Dredze, M., 2022, ACL 2022 - 7th Workshop on Representation Learning for NLP, RepL4NLP 2022 - Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 236-248 13 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2021

    Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking

    Schumacher, E., Mayfield, J. & Dredze, M., 2021, Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. Zong, C., Xia, F., Li, W. & Navigli, R. (eds.). Association for Computational Linguistics (ACL), p. 583-595 13 p. (Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction

    Yarmohammadi, M., Wu, S., Marone, M., Xu, H., Ebner, S., Qin, G., Chen, Y., Guo, J., Harman, C., Murray, K., White, A. S., Dredze, M. & Van Durme, B., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 1950-1967 18 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling

    Mueller, A. & Dredze, M., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 3054-3068 15 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Gender and racial fairness in depression research using social media

    Aguirre, C., Harrigian, K. & Dredze, M., 2021, EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 2932-2949 18 p. (EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • On the State of Social Media Data for Mental Health Research

    Harrigian, K., Aguirre, C. & Dredze, M., 2021, Computational Linguistics and Clinical Psychology: Improving Access, CLPsych 2021 - Proceedings of the 7th Workshop, in conjunction with NAACL 2021. Goharian, N., Resnik, P., Yates, A., Ireland, M., Niederhoffer, K. & Resnik, R. (eds.). Association for Computational Linguistics (ACL), p. 15-24 10 p. (Computational Linguistics and Clinical Psychology: Improving Access, CLPsych 2021 - Proceedings of the 7th Workshop, in conjunction with NAACL 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Proxy Model Explanations for Time Series RNNs

    Wood-Doughty, Z., Cachola, I. & Dredze, M., 2021, Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021. Wani, M. A., Sethi, I. K., Shi, W., Qu, G., Raicu, D. S. & Jin, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 698-703 6 p. (Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Qualitative Analysis of Depression Models by Demographics

    Aguirre, C. & Dredze, M., 2021, Computational Linguistics and Clinical Psychology: Improving Access, CLPsych 2021 - Proceedings of the 7th Workshop, in conjunction with NAACL 2021. Goharian, N., Resnik, P., Yates, A., Ireland, M., Niederhoffer, K. & Resnik, R. (eds.). Association for Computational Linguistics (ACL), p. 169-180 12 p. (Computational Linguistics and Clinical Psychology: Improving Access, CLPsych 2021 - Proceedings of the 7th Workshop, in conjunction with NAACL 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Study of Manifestation of Civil Unrest on Twitter

    Chinta, A., Zhang, J., DeLucia, A., Dredze, M. & Buczak, A. L., 2021, W-NUT 2021 - 7th Workshop on Noisy User-Generated Text, Proceedings of the Conference. Xu, W., Ritter, A., Baldwin, T. & Rahimi, A. (eds.). Association for Computational Linguistics (ACL), p. 396-409 14 p. (W-NUT 2021 - 7th Workshop on Noisy User-Generated Text, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Towards Understanding the Role of Gender in Deploying Social Media-Based Mental Health Surveillance Models

    Sherman, E., Harrigian, K., Aguirre, C. & Dredze, M., 2021, Computational Linguistics and Clinical Psychology: Improving Access, CLPsych 2021 - Proceedings of the 7th Workshop, in conjunction with NAACL 2021. Goharian, N., Resnik, P., Yates, A., Ireland, M., Niederhoffer, K. & Resnik, R. (eds.). Association for Computational Linguistics (ACL), p. 217-223 7 p. (Computational Linguistics and Clinical Psychology: Improving Access, CLPsych 2021 - Proceedings of the 7th Workshop, in conjunction with NAACL 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • User factor adaptation for user embedding via multitask learning

    Huang, X., Paul, M. J., Burke, R., Dernoncourt, F. & Dredze, M., 2021, Adapt-NLP 2021 - 2nd Workshop on Domain Adaptation for NLP, Proceedings. Ben-David, E., Cohen, S., McDonald, R., Plank, B., Reichart, R., Rotman, G. & Ziser, Y. (eds.). Association for Computational Linguistics (ACL), p. 172-182 11 p. (Adapt-NLP 2021 - 2nd Workshop on Domain Adaptation for NLP, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Using Noisy Self-Reports to Predict Twitter User Demographics

    Wood-Doughty, Z., Xu, P., Liu, X. & Dredze, M., 2021, SocialNLP 2021 - 9th International Workshop on Natural Language Processing for Social Media, Proceedings of the Workshop. Ku, L-W. & Li, C-T. (eds.). Association for Computational Linguistics (ACL), p. 123-137 15 p. (SocialNLP 2021 - 9th International Workshop on Natural Language Processing for Social Media, Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2020

    Aligning public feedback to requests for comments on regulations.gov

    Wadhwa, M., Amir, S. & Dredze, M., 2020, Proceedings of the 14th International AAAI Conference on Web and Social Media, ICWSM 2020. AAAI Press, p. 974-978 5 p. (Proceedings of the 14th International AAAI Conference on Web and Social Media, ICWSM 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Are all languages created equal in multilingual BERT?

    Wu, S. & Dredze, M., 2020, ACL 2020 - 5th Workshop on Representation Learning for NLP, RepL4NLP 2020, Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 120-130 11 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Clinical concept linking with contextualized neural representations

    Schumacher, E., Mulyar, A. & Dredze, M., 2020, ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 8585-8592 8 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Do explicit alignments robustly improve multilingual encoders?

    Wu, S. & Dredze, M., 2020, EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 4471-4482 12 p. (EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Do models of mental health based on social media data generalize?

    Harrigian, K., Aguirre, C. & Dredze, M., 2020, Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020. Association for Computational Linguistics (ACL), p. 3774-3788 15 p. (Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Examining peer-to-peer and patient-provider interactions on a social media community facilitating ask the doctor services

    Nobles, A. L., Leas, E. C., Dredze, M. & Ayers, J. W., 2020, Proceedings of the 14th International AAAI Conference on Web and Social Media, ICWSM 2020. AAAI Press, p. 464-475 12 p. (Proceedings of the 14th International AAAI Conference on Web and Social Media, ICWSM 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sources of transfer in multilingual named entity recognition

    Mueller, D., Andrews, N. & Dredze, M., 2020, ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 8093-8104 12 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2019

    Beto, Bentz, Becas: The surprising cross-lingual effectiveness of Bert

    Wu, S. & Dredze, M., 2019, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 833-844 12 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Visual attention model for cross-sectional stock return prediction and end-to-end multimodal market representation learning

    Zhao, R., Deng, Y., Dredze, M., Verma, A., Rosenberg, D. & Stent, A., 2019, Proceedings of the 32nd International Florida Artificial Intelligence Research Society Conference, FLAIRS 2019. Bartak, R. & Brawner, K. (eds.). The AAAI Press, p. 98-103 6 p. (Proceedings of the 32nd International Florida Artificial Intelligence Research Society Conference, FLAIRS 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2018

    Challenges of using text classifiers for causal inference

    Wood-Doughty, Z., Shpitser, I. & Dredze, M., 2018, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 4586-4598 13 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Convolutions Are All You Need (For Classifying Character Sequences)

    Wood-Doughty, Z., Andrews, N. & Dredze, M., 2018, 4th Workshop on Noisy User-Generated Text, W-NUT 2018 - Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 208-213 6 p. (4th Workshop on Noisy User-Generated Text, W-NUT 2018 - Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep dirichlet multinomial regression

    Benton, A. & Dredze, M., 2018, Long Papers. Association for Computational Linguistics (ACL), p. 365-374 10 p. (NAACL HLT 2018 - 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Enhancing scientific collaboration through knowledge base population and linking for meetings

    Gao, N., Dredze, M. & Oard, D. W., 2018, Proceedings of the 51st Annual Hawaii International Conference on System Sciences, HICSS 2018. Bui, T. X. (ed.). IEEE Computer Society, p. 597-606 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Johns Hopkins or Johnny-Hopkins: Classifying individuals versus organizations on Twitter

    Wood-Doughty, Z., Mahajan, P. & Dredze, M., 2018, Proceedings of the 2nd Workshop on Computational Modeling of PFople's Opinions, PersonaLity, and Emotions in Social Media, PEOPLES 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018. Nissim, M., Patti, V., Plank, B. & Wagner, C. (eds.). Association for Computational Linguistics (ACL), p. 56-61 6 p. (Proceedings of the 2nd Workshop on Computational Modeling of PFople's Opinions, PersonaLity, and Emotions in Social Media, PEOPLES 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Predicting twitter user demographics from names alone

    Wood-Doughty, Z., Andrews, N., Marvin, R. & Dredze, M., 2018, Proceedings of the 2nd Workshop on Computational Modeling of PFople's Opinions, PersonaLity, and Emotions in Social Media, PEOPLES 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018. Nissim, M., Patti, V., Plank, B. & Wagner, C. (eds.). Association for Computational Linguistics (ACL), p. 105-111 7 p. (Proceedings of the 2nd Workshop on Computational Modeling of PFople's Opinions, PersonaLity, and Emotions in Social Media, PEOPLES 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Using Author Embeddings to Improve Tweet Stance Classification

    Benton, A. & Dredze, M., 2018, 4th Workshop on Noisy User-Generated Text, W-NUT 2018 - Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 184-194 11 p. (4th Workshop on Noisy User-Generated Text, W-NUT 2018 - Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2017

    Bayesian modeling of lexical resources for low-resource settings

    Andrews, N., Dredze, M., Van Durme, B. & Eisner, J., 2017, ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 1029-1039 11 p. (ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • CADET: Computer Assisted Discovery Extraction and Translation

    Van Durme, B., Lippincott, T., Duh, K., Burchfield, D., Poliak, A., Costello, C., Finin, T., Miller, S., Mayfield, J., Koehn, P., Harman, C., Lawrie, D., May, C., Thomas, M., Carrell, A., Chaloux, J., Chen, T., Comerford, A., Dredze, M., Glass, B., & 7 othersHao, S., Martin, P., Rastogi, P., Sankepally, R., Wolfe, T., Tran, Y. Y. & Zhang, T., 2017, 8th International Joint Conference on Natural Language Processing - Proceedings of the IJCNLP 2017, System Demonstrations. Association for Computational Linguistics (ACL), p. 5-8 4 p. (8th International Joint Conference on Natural Language Processing - Proceedings of the IJCNLP 2017, System Demonstrations).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Constructing an Alias List for Named Entities during an Event

    Andy, A., Dredze, M., Rwebangira, M. & Callison-Burch, C., 2017, 3rd Workshop on Noisy User-Generated Text, W-NUT 2017 - Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 40-44 5 p. (3rd Workshop on Noisy User-Generated Text, W-NUT 2017 - Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Ethical Research Protocols for Social Media Health Research

    Benton, A., Coppersmith, G. & Dredze, M., 2017, EACL 2017 - Ethics in Natural Language Processing, Proceedings of the 1st ACL Workshop. Association for Computational Linguistics (ACL), p. 94-102 9 p. (EACL 2017 - Ethics in Natural Language Processing, Proceedings of the 1st ACL Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Examining patterns of influenza vaccination in social media

    Huang, X., Smith, M. C., Paul, M. J., Ryzhkov, D., Quinn, S. C., Broniatowski, D. A. & Dredze, M., 2017, WS-17-01: Artificial Intelligence and Operations Research for Social Good; WS-17-02: Artificial Intelligence, Ethics, and Society; WS-17-03: Artificial Intelligence for Connected and Automated Vehicles; WS-17-04: Artificial Intelligence for Cyber Security; WS-17-05: Artificial Intelligence for Smart Grids and Buildings; WS-17-06: Computer Poker and Imperfect Information Games; WS-17-07: Crowdsourcing, Deep Learning and Artificial Intelligence Agents; WS-17-08: Distributed Machine Learning; WS-17-09: Joint Workshop on Health Intelligence; WS-17-10: Human-Aware Artificial Intelligence; WS-17-11: Human-Machine Collaborative Learning; WS-17-12: Knowledge-Based Techniques for Problem Solving and Reasoning; WS-17-13: Plan, Activity, and Intent Recognition; WS-17-14: Symbolic Inference and Optimization; WS-17-15: What's Next for AI in Games?. AI Access Foundation, p. 542-546 5 p. (AAAI Workshop - Technical Report; vol. WS-17-01 - WS-17-15).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • How does twitter user behavior vary across demographic groups?

    Wood-Doughty, Z., Smith, M., Broniatowski, D. A. & Dredze, M., 2017, Proceedings of the 2nd Workshop on Natural Language Processing and Computational Social Science, NLP+CSS 2017 at the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017. Hovy, D., Volkova, S., Bamman, D., Jurgens, D., O�Connor, B., Tsur, O. & Dogruoz, A. S. (eds.). Association for Computational Linguistics (ACL), p. 83-89 7 p. (Proceedings of the 2nd Workshop on Natural Language Processing and Computational Social Science, NLP+CSS 2017 at the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Leveraging side information for speaker identification with the Enron conversational telephone speech collection

    Gao, N., Sell, G., Oard, D. W. & Dredze, M., Jul 2 2017, 2017 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 577-583 7 p. (2017 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2017 - Proceedings; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Multi-task domain adaptation for sequence tagging

    Peng, N. & Dredze, M., 2017, Proceedings of the 2nd Workshop on Representation Learning for NLP, Rep4NLP 2017 at the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017. Blunsom, P., Bordes, A., Cho, K., Cohen, S., Dyer, C., Grefenstette, E., MoritzHermann, K., Rimell, L., Weston, J. & Yih, S. (eds.). Association for Computational Linguistics (ACL), p. 91-100 10 p. (Proceedings of the 2nd Workshop on Representation Learning for NLP, Rep4NLP 2017 at the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution