Mingtian Tan

3 papers · 2024–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

ACL (1) EMNLP (1) NeurIPS (1)

Top co-authors

Tim Althoff (3) Thomas Hartvigsen (3) Vinayak Gupta (2) Mike A Merrill (2) David Evans (1) Mike A. Merrill (1) Zachary Gottesman (1)

Research topics

Artificial Intelligence (3) Core AI (3) Data Science & Analytics (2) Deep Learning (2) Machine Learning (2) Learning Types · Machine Learning (2) Methods (2) Natural Language Processing (1) Applications (1) Core Methods (1) Learning Types · Deep Learning (1) Models (1)

Keywords

large language model (2) time series analysis (2) attention mechanism (1) knowledge distillation (1) question answering (1) time series (1) time series forecasting (1) sequential dependency (1) empirical evaluation (1) computational cost (1) pre-trained language model (1) model ablation (1) zero-shot reasoning (1) ablation study (1) event inference (1) etiological reasoning (1) reinforcement learning (1)

Papers

Inferring Events from Time Series using Language Models ACL 2026 Are Language Models Actually Useful for Time Series Forecasting? NeurIPS 2024 Language Models Still Struggle to Zero-shot Reason about Time Series EMNLP 2024