← Authors

Jacob Devlin

26 papers · 2011–2024 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (11) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (35) 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (13) 🌈 Renaissance Researcher (5) πŸ‘₯ Mega-Team (67) 🧬 Topic Evolution πŸ”₯ Unstoppable (9) πŸš€ Conference Pioneer πŸ’Ž Century Club (26) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (64) ⚑ Prolific Year (6)

Conferences

ACL (8) EMNLP (5) NAACL (5) IJCNLP (3) JMLR (2) ICLR (1) ICML (1) NIPS (1)

Top co-authors

Margaret Mitchell (5) Rabih Zbib (5) John Makhoul (4) Xiaodong He (4) Richard Schwartz (4) Pushmeet Kohli (4) Zhongqiang Huang (4) Nasrin Mostafazadeh (3) Thomas Lamar (3) Rishabh Singh (3)

Keywords

few-shot learning (3) question answering (3) zero-shot learning (3) transfer learning (3) program induction (2) knowledge transfer (2) language model (2) neural program synthesis (2) information retrieval (1) text generation (1) machine translation (1) answer extraction (1) neural machine translation (1) document understanding (1) efficient computing (1) multilingual translation (1) question generation (1) program synthesis (1) reading comprehension (1) bert model (1)

Papers

Scaling Instruction-Finetuned Language Models JMLR 2024
QueryForm: A Simple Zero-shot Form Entity Query Framework ACL 2023
PaLM: Scaling Language Modeling with Pathways JMLR 2023
Multi-Vector Attention Models for Deep Re-ranking EMNLP 2021
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding NAACL 2019
Zero-Shot Entity Linking by Reading Entity Descriptions ACL 2019
Synthetic QA Corpora Generation with Roundtrip Consistency ACL 2019
Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis ICLR 2018
Universal Neural Machine Translation for Extremely Low Resource Languages NAACL 2018
Neural Program Meta-Induction NIPS 2017
Sharp Models on Dull Hardware: Fast and Accurate Neural Machine Translation Decoding on the CPU EMNLP 2017
RobustFill: Neural Program Learning under Noisy I/O ICML 2017
Generating Natural Questions About an Image ACL 2016
Visual Storytelling NAACL 2016
Language Models for Image Captioning: The Quirks and What Works ACL 2015
Statistical Machine Translation Features with Multitask Tensor Networks IJCNLP 2015
Language Models for Image Captioning: The Quirks and What Works IJCNLP 2015
Pre-Computable Multi-Layer Neural Network Language Models EMNLP 2015
Statistical Machine Translation Features with Multitask Tensor Networks ACL 2015
A Survey of Current Datasets for Vision and Language Research EMNLP 2015
Fast and Robust Neural Network Joint Models for Statistical Machine Translation ACL 2014
Factored Soft Source Syntactic Constraints for Hierarchical Machine Translation EMNLP 2013
Unsupervised Morphology Rivals Supervised Morphology for Arabic MT ACL 2012
Machine Translation of Arabic Dialects NAACL 2012
Trait-Based Hypothesis Selection For Machine Translation NAACL 2012
System Combination Using Discriminative Cross-Adaptation IJCNLP 2011