Ashley Lewis

4 papers · 2022–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

ACL (3) COLING (1)

Top co-authors

Michael White (4) Huan Sun (2) Lingbo Mo (2) Jing Liu (1) Andrew Perrault (1) Toshiaki Koike-Akino (1) Kieran Parsons (1) Eric Fosler-Lussier (1) Ye Wang (1) Marie-Catherine de Marneffe (1)

Research topics

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

Keywords

semantic parsing (2) knowledge base question answering (2) interactive systems (1) synthetic data (1) model fine-tuning (1) hallucination reduction (1) multi-turn dialogue (1) hallucination detection (1) logical form (1) natural language explanation (1) interactive dialogue (1) usability evaluation (1) step-by-step correction (1) interactive semantic parsing (1) claim-level verification (1) knowledge distillation (1) conversational factuality (1) question answering (1)

Papers

VISTA: Verification In Sequential Turn-based Assessment ACL 2026 Winning Big with Small Models: Knowledge Distillation vs. Self-Training for Reducing Hallucination in QA Agents ACL 2025 Insights of a Usability Study for KBQA Interactive Semantic Parsing: Generation Yields Benefits over Templates but External Validity Remains Challenging COLING 2024 Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction ACL 2022