Alex Pentland

12 papers · 2020–2025 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (7) 🗺️ Taxonomy Completionist (26) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 👥 Mega-Team (43) ⚡ Prolific Year (5) ❓ The Questioner 💎 Century Club (12)

Conferences

ICML (4) ACL (3) EMNLP (2) CVPR (1) ICLR (1) NIPS (1)

Top co-authors

Robert Mahari (6) Tobin South (5) Jad Kabbara (3) Shayne Longpre (3) Dominik Stammbach (2) Abhimanyu Dubey (2) Elliott Ash (2) Naana Obeng-Marnu (2) Kevin Klyman (2) William Brannon (2)

Research topics

Applications (1) Privacy (1) Education (1)

Keywords

large language model (3) natural language processing (1) citation prediction (1) computational linguistics (1) nash equilibrium (1) concept learning (1) text retrieval (1) graph structure learning (1) multi-armed bandit (1) strategic interaction (1) randomized controlled trial (1) invariant learning (1) retrieval-augmented generation (1) legal domain (1) information retrieval (1) decentralized algorithm (1) multi-party computation (1) legal reasoning (1) legal nlp (1) domain adaptation (1)

Papers

Position: AI Agents Need Authenticated Delegation ICML 2025

The Automated but Risky Game: Modeling Agent-to-Agent Negotiations and Transactions in Consumer Markets EMNLP 2025

Bridging the Data Provenance Gap Across Text, Speech, and Video ICLR 2025

Don’t forget private retrieval: distributed private similarity search for large language models ACL 2024

Position: Data Authenticity, Consent, & Provenance for AI are all broken: what will it take to fix them? ICML 2024

Position: A Safe Harbor for AI Evaluation and Red Teaming ICML 2024

Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling ACL 2024

LePaRD: A Large-Scale Dataset of Judicial Citations to Precedent ACL 2024

The Law and NLP: Bridging Disciplinary Disconnects EMNLP 2023

Adaptive Methods for Real-World Domain Generalization CVPR 2021

One More Step Towards Reality: Cooperative Bandits with Imperfect Communication NIPS 2021

Learning Quadratic Games on Networks ICML 2020