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shreyasmeher/README.md

Shreyas Meher

Postdoctoral Researcher at Erasmus University Rotterdam. I work on computational social science, applying NLP and machine learning to questions about political conflict, democratic backsliding, and digital governance.

Currently on the Horizon Europe TWIN4DEM project, building machine learning frameworks to model threats to democratic institutions.

Research

  • Co-developer of ConfliBERT and ConflLlama, domain-specific language models for political conflict text
  • Internet censorship and content moderation across regime types
  • Digital twins of political systems for modeling democratic backsliding
  • Fine-tuning LLMs for detecting executive aggrandizement in political text

Software

  • ConfliBERT GUI -- Browser-based inference and fine-tuning for conflict text analysis
  • conflibertR -- R package for ConfliBERT inference, fine-tuning, and model comparison

Links

Website · LinkedIn · HuggingFace · X · meher@essb.eur.nl

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  1. eventdata/ConfliBERT eventdata/ConfliBERT Public

    ConfliBERT: A Pre-trained Language Model for Political Conflict and Violence (NAACL 2022)

    Jupyter Notebook 48 17

  2. ConfliBERT-gui ConfliBERT-gui Public

    Repository for the graphical user interface for ConfliBERT

    Python

  3. ConfliBERT-docker ConfliBERT-docker Public

    Docker implementation for ConfliBERT

    Jupyter Notebook 2

  4. conflibertR conflibertR Public

    R package for ConfliBERT inference -- named entity recognition, classification, and question answering for conflict and political violence text

    R