Publications

2026

  1. Exploring Sparse Autoencoders in Text-Based Causal Confounding Adjustment
    Mian Zhong, Katherine A. Keith, Anjalie Field
    EMNLP 2026
    PaperCode
  2. What Makes a Good Response? An Empirical Analysis of Quality in Qualitative Interviews
    Jonathan Ivey, Anjalie Field, Ziang Xiao
    EMNLP 2026
    PaperCode
  3. The Privacy-Hallucination Tradeoff in Differentially Private Language Models
    Krithika Ramesh, Krishna Pillutla, Danish Pruthi, Anjalie Field
    EMNLP 2026 (Findings)
    PaperCode
  4. It’s How You Ask: Gender-Associated Linguistic Bias in LLMs
    Katherine Van Koevering, Anjalie Field
    COLM 2026
    Paper
  5. Does Local News Stay Local?: Online Content Shifts in Sinclair-Acquired Stations
    Miriam Wanner, Sophia Hager, Anjalie Field
    7th Workshop on NLP+CSS, ACL 2026
    Paper
  6. Unrequited Emotions: Investigating the Gaps in Motivation and Practice in Speech Emotion Recognition Research
    Taryn Wong, Zeerak Talat, Hanan Aldarmaki, Anjalie Field
    Computational Affective Science Workshop, LREC 2026
    Paper
  7. The Effect of Document Selection on Query-focused Text Analysis
    Sandesh S Rangreji, Mian Zhong, Anjalie Field
    arXiv:2604.12099
    Paper
  8. AdaProb: Efficient Machine Unlearning via Adaptive Probability
    Zihao Zhao, Yuchen Yang, Anjalie Field, Yinzhi Cao
    3rd DATA-FM Workshop, ICLR 2026
    Paper
  9. Multi-Token Completion for Text Anonymization
    Pulkit Madaan, Krithika Ramesh, Lisa Bauer, Charith Peris, Anjalie Field
    EACL 2026
    Paper

2025

  1. How do we measure privacy in text? A survey of text anonymization metrics
    Yaxuan Ren, Krithika Ramesh, Yaxing Yao, Anjalie Field
    AACL-IJCNLP 2025 (Findings)
    PaperData
  2. Controlled Generation for Private Synthetic Text
    Zihao Zhao, Anjalie Field
    EMNLP 2025
    PaperCode
  3. HICode: Hierarchical Inductive Coding with LLMs
    Mian Zhong, Pristina Wang, Anjalie Field
    EMNLP 2025
    PaperCode
  4. SynthTextEval: Synthetic Text Data Generation and Evaluation for High-Stakes Domains
    Krithika Ramesh, Daniel Smolyak, Zihao Zhao, Nupoor Gandhi, Ritu Agarwal, Margrét Bjarnadóttir, Anjalie Field
    EMNLP System Demonstration 2025
    PaperCode
  5. From Queries to Criteria: Understanding How Astronomers Evaluate LLMs
    Alina Hyk, Kiera McCormick, Mian Zhong, Ioana Ciucă, Sanjib Sharma, John F Wu, J. E. G. Peek, Kartheik G. Iyer, Ziang Xiao, Anjalie Field
    COLM 2025
    PaperData
  6. Violence against women and girls research: Leveraging gains across disciplines
    Kathryn Falb, Amber Peterman, Ragnhild Nordås, Anjalie Field, Roni Porat, Lindsay Stark
    PNAS (Perspective), 2025
    Paper
  7. Constructing Datasets From Public Police Body Camera Footage
    Jamie Rosas-Smith, Martijn Bartelds, Ruizhe Huang, Leibny Paola García-Perera, Karen Livescu, Dan Jurafsky, Anjalie Field
    ICASSP 2025
    Paper

2024

  1. pathfinder: A Semantic Framework for Literature Review and Knowledge Discovery in Astronomy
    Kartheik G. Iyer, Mikaeel Yunus, Charles O’Neill, Christine Ye, Alina Hyk, Kiera McCormick, Ioana Ciucă, John F. Wu, Anjalie Field, Tirthankar Ghosa, et al.
    The Astrophysical Journal Supplement Series, 2024
    Paper
  2. Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains
    Krithika Ramesh, Nupoor Gandhi, Pulkit Madaan, Lisa Bauer, Charith Peris, Anjalie Field
    EMNLP 2024 (Findings)
    Paper
  3. Locating Information Gaps and Narrative Inconsistencies Across Languages: A Case Study of LGBT People Portrayals on Wikipedia
    Farhan Samir, Chan Young Park, Anjalie Field, Vered Shwartz, Yulia Tsvetkov
    EMNLP 2024
    Paper

Affiliated with the Center for Language and Speech Processing at the Department of Computer Science at the Johns Hopkins University