Timothy Pistotti

3 papers · 2024–2025 · 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)

Venues

AAAI (1) ACL (1) EMNLP (1)

Top co-authors

Wanjun Zhong (2) Michael Witbrock (2) Jiamou Liu (2) Alex Yuxuan Peng (2) Gaël Gendron (2) Paul Denny (2) Qiming Bao (2) Juho Leinonen (1) Michael J. Witbrock (1) Yang Chen (1)

Research topics

Artificial Intelligence (3) Natural Language Processing (3) Core AI (3) Applications (2) Generation (2) Resources & Methods (2) Deep Learning (1) Machine Learning (1) Application Areas (1) Learning Types (1)

Keywords

uncertainty quantification (1) logical reasoning (1) machine translation (1) natural language inference (1) data augmentation (1) natural language generation (1) text generation (1) explanation generation (1) abstract meaning representation (1) educational technology (1) quality estimation (1) textual entailment (1) peer learning (1) multilingual model (1) large language model (1) iterative enhancement (1) text naturalness (1)

Papers

Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models AAAI 2025 The Benefits of Being Uncertain: Perplexity as a Signal for Naturalness in Multilingual Machine Translation EMNLP 2025 Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning ACL 2024