Gaurav Negi
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Image credit: Franz Helm, 1607 (Folger Shakespeare Library Vb311)
About
I’m a PhD candidate at the Data Science Institute, University of Galway. My research focuses on representing, extracting, and reasoning about opinions in text, specifically on unifying the existing representations with ontology-driven methods. Alongside this, we continue experimenting with scalable, LLM-based annotation alternatives. My broader interests include subjective language understanding, “learning from disagreement” and knowledge-grounded NLP.
CV · Google Scholar · Github · Hugging Face · Notes/Posts
News
- 2026 — Preprint: “Large Language Models as Automatic Annotators and Annotation Adjudicators for Fine-Grained Opinion Analysis” (arXiv:2601.16800).
- 2026 — Semantically Enriching Investor Micro-blogs for Opinion-Aware Emotion Analysis: A Practical Approach @ SMART AIDA Workshop, co-located with SMARTCOMP 2026.
- 2025 — Paper at SemEval-2025 (Task 10, with LTG, University of Oslo).
- 2025 — Visiting researcher at the Language Technology Group, University of Oslo.
- 2025 — Towards Temporal Knowledge-Base Creation for Fine-Grained Opinion Analysis with Language Models @ KBC-LM Workshop, co-located with ISWC 2025.
- 2025 — Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task @ Proceedings of the 5th Conference on Language, Data and Knowledge
- 2025 — LLMs and Emotional Intelligence: Evaluating Emotional Understanding Through Psychometric Tools @ Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization