Ankit Arun

3 papers · 2020–2021 · 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 ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ACL (1) COLING (1) EMNLP (1)

Top co-authors

Soumya Batra (3) Shashank Jain (3) Michael White (3) Peyman Heidari (3) Anuj Kumar (2) Pinar Donmez (2) Shawn Mei (2) Vikas Bhardwaj (2) Shiunzu Kuo (1) Ashwini Challa (1)

Research topics

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

Keywords

natural language generation (2) semantic correctness (2) acceptability classifier (2) synthetic data generation (1) pre-trained model (1) model compression (1) sequence-to-sequence model (1) grammatical correctness (1) acceptability classification (1) production deployment (1) data efficiency (1) text classification (1) knowledge distillation (1)

Papers

Building Adaptive Acceptability Classifiers for Neural NLG EMNLP 2021 Structure-to-Text Generation with Self-Training, Acceptability Classifiers and Context-Conditioning for the GEM Shared Task ACL 2021 Best Practices for Data-Efficient Modeling in NLG:How to Train Production-Ready Neural Models with Less Data COLING 2020