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Emma Pierson

10 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

AAAI ×2NeurIPS ×2EMNLP ×1ICLR ×1ICML ×1ICWSM ×1NAACL ×1WWW ×1

Frequent coauthors

Nikhil Garg
×6
Sidhika Balachandar
×3
Rajiv Movva
×3
Kenny Peng
×3
Shuvom Sadhuka
×2
Bonnie Berger
×2
Manish Raghavan
×2
Jon M. Kleinberg
×2
Gabriel Agostini
×2
Divya Shanmugam
×1
John V. Guttag
×1
Serina Chang
×1

Papers

  1. Urban Incident Prediction with Graph Neural Networks: Integrating Government Ratings and Crowdsourced Reports
    AAAI 2026 ·
    Sidhika Balachandar
    ,
    Shuvom Sadhuka
    ,
    Bonnie Berger
    , Emma Pierson,
    Nikhil Garg
  2. Evaluating multiple models using labeled and unlabeled data
    NeurIPS 2025 ·
    Divya Shanmugam
    ,
    Shuvom Sadhuka
    ,
    Manish Raghavan
    ,
    John V. Guttag
    ,
    Bonnie Berger
    , Emma Pierson
  3. LLMs Generate Structurally Realistic Social Networks but Overestimate Political Homophily
    ICWSM 2025 ·
    Serina Chang
    ,
    Alicja Chaszczewicz
    ,
    Emma Wang
    ,
    Maya Josifovska
    , Emma Pierson,
    Jure Leskovec
  4. Sparse Autoencoders for Hypothesis Generation
    ICML 2025 ·
    Rajiv Movva
    ,
    Kenny Peng
    ,
    Nikhil Garg
    ,
    Jon M. Kleinberg
    , Emma Pierson
  5. A Bayesian Spatial Model to Correct Under-Reporting in Urban Crowdsourcing
    AAAI 2024 ·
    Gabriel Agostini
    , Emma Pierson,
    Nikhil Garg
  6. Annotation alignment: Comparing LLM and human annotations of conversational safety
    EMNLP 2024 ·
    Rajiv Movva
    ,
    Pang Wei Koh
    , Emma Pierson
  7. Domain constraints improve risk prediction when outcome data is missing
    ICLR 2024 ·
    Sidhika Balachandar
    ,
    Nikhil Garg
    , Emma Pierson
  8. MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning
    NeurIPS 2024 ·
    Shuyue Stella Li
    ,
    Vidhisha Balachandran
    ,
    Shangbin Feng
    ,
    Jonathan Ilgen
    , Emma Pierson,
    Pang Wei W. Koh
    ,
    Yulia Tsvetkov
  9. Reconciling the Accuracy-Diversity Trade-off in Recommendations
    WWW 2024 ·
    Kenny Peng
    ,
    Manish Raghavan
    , Emma Pierson,
    Jon M. Kleinberg
    ,
    Nikhil Garg
  10. Topics, Authors, and Institutions in Large Language Model Research: Trends from 17K arXiv Papers
    NAACL 2024 ·
    Rajiv Movva
    ,
    Sidhika Balachandar
    ,
    Kenny Peng
    ,
    Gabriel Agostini
    ,
    Nikhil Garg
    , Emma Pierson