Rajeev Verma

8 papers · 2019–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (7) 🗺️ Taxonomy Completionist (21) 🏆 Keyword Champion (3)

Conferences

AISTATS (2) AACL (1) ACL (1) EMNLP (1) ICML (1) IJCNLP (1) UAI (1)

Top co-authors

Eric Nalisnick (4) Tirthankar Ghosal (3) Rajarshi Roychoudhury (2) Pushpak Bhattacharyya (1) Jakub Podolak (1) Dharmesh Tailor (1) Christian A. Naesseth (1) Alexander Timans (1) Daniel Barrejon (1) Aditya Patra (1)

Keywords

peer review (3) learning to defer (3) harshness scoring (2) confidence calibration (2) sentiment analysis (2) surrogate loss (2) text moderation (2) multiclass classification (1) probabilistic prediction (1) human expert (1) uncertainty estimation (1) conformal inference (1) expert ensemble (1) few-shot adaptation (1) expert delegation (1) multi-expert learning (1) best-worst scaling (1) valence prediction (1) calibrated probability (1) one-vs-all classifier (1)

Papers

On Continuous Monitoring of Risk Violations under Unknown Shift UAI 2025

Read Your Own Mind: Reasoning Helps Surface Self-Confidence Signals in LLMs EMNLP 2025

Learning to Defer to a Population: A Meta-Learning Approach AISTATS 2024

Learning to Defer to Multiple Experts: Consistent Surrogate Losses, Confidence Calibration, and Conformal Ensembles AISTATS 2023

The lack of theory is painful: Modeling Harshness in Peer Review Comments AACL 2022

Calibrated Learning to Defer with One-vs-All Classifiers ICML 2022

The lack of theory is painful: Modeling Harshness in Peer Review Comments IJCNLP 2022

DeepSentiPeer: Harnessing Sentiment in Review Texts to Recommend Peer Review Decisions ACL 2019