Lydia Chilton

7 papers · 2018–2026 · 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

Jump to papers ↓

+1 more ↓

🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird

🧭 Keyword Pioneer

Venues

ACL (4) EMNLP (2) NAACL (1)

Top co-authors

Katy Gero (3) Melanie Subbiah (2) Kathleen McKeown (2) Griffin Thomas Adams (1) Ziyi Wang (1) Wenbo Li (1) Yulun Du (1) Upol Ehsan (1) William Yang Wang (1) Dakuo Wang (1)

Research topics

Artificial Intelligence (7) Core AI (6) Natural Language Processing (4) Generation (3) Machine Learning (1) Applications (1) Learning Paradigms (1) Learning Types (1) Optimization & Theory (1)

Keywords

text generation (2) benchmark dataset (2) human evaluation (2) language model (2) natural language generation (2) ai safety (1) responsible ai (1) few-shot learning (1) abstractive summarization (1) human-computer interaction (1) online shopping (1) commonsense reasoning (1) user study (1) poetry generation (1) story generation (1) instruction tuning (1) faithfulness evaluation (1) metaphor generation (1) benchmark evaluation (1) zero-shot learning (1)

Papers

OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation ACL 2026 STORYSUMM: Evaluating Faithfulness in Story Summarization EMNLP 2024 StoryWars: A Dataset and Instruction Tuning Baselines for Collaborative Story Understanding and Generation ACL 2023 A Design Space for Writing Support Tools Using a Cognitive Process Model of Writing ACL 2022 SafeText: A Benchmark for Exploring Physical Safety in Language Models EMNLP 2022 Sparks: Inspiration for Science Writing using Language Models ACL 2022 Challenges in Finding Metaphorical Connections NAACL 2018