← Authors

Yoav Artzi

49 papers · 2011–2025 · 11 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (11) πŸ—ΊοΈ Taxonomy Completionist (80) 🌈 Renaissance Researcher (10) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (8) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (14) 🏠 Conference Loyalist (20) 🀝 Dynamic Duo (11) πŸ‘₯ Mega-Team (26) πŸ† Keyword Champion (11) πŸ—ƒοΈ Keyword Collector (166) πŸ“ˆ Trend Setter ⚑ Prolific Year (5) ❓ The Questioner πŸ’Ž Century Club (49) πŸ”₯ Unstoppable (15)

Conferences

EMNLP (20) ACL (13) CORL (4) NAACL (3) ICLR (2) ICML (2) CVPR (1) ICCV (1) IJCNLP (1) NIPS (1) RSS (1)

Top co-authors

Alane Suhr (11) Luke Zettlemoyer (9) Valts Blukis (6) Dipendra Misra (4) Eunsol Choi (3) Iris Zhang (3) Anne Wu (3) Nicholas FitzGerald (3) Mustafa Omer Gul (3) Kenton Lee (3)

Keywords

instruction following (11) natural language (6) reinforcement learning (6) natural language instruction (4) visual reasoning (4) contextual bandit (3) continual learning (3) collaborative interaction (3) imitation learning (3) human feedback (3) multimodal learning (3) extractive question answering (2) quadcopter control (2) error recovery (2) neural network (2) language grounding (2) active learning (2) multi-modal learning (2) question answering (2) visual grounding (2)

Papers

Imitation Learning from a Single Temporally Misaligned Video ICML 2025
Retrospective Learning from Interactions ACL 2025
CoGen: Learning from Feedback with Coupled Comprehension and Generation EMNLP 2024
lilGym: Natural Language Visual Reasoning with Reinforcement Learning ACL 2023
Continually Improving Extractive QA via Human Feedback EMNLP 2023
Continual Learning for Instruction Following from Realtime Feedback NIPS 2023
IncDSI: Incrementally Updatable Document Retrieval ICML 2023
CB2: Collaborative Natural Language Interaction Research Platform ACL 2023
Simulating Bandit Learning from User Feedback for Extractive Question Answering ACL 2022
Abstract Visual Reasoning with Tangram Shapes EMNLP 2022
Analysis of Language Change in Collaborative Instruction Following EMNLP 2021
When in Doubt: Improving Classification Performance with Alternating Normalization EMNLP 2021
A Persistent Spatial Semantic Representation for High-level Natural Language Instruction Execution CORL 2021
Revisiting Few-sample BERT Fine-tuning ICLR 2021
Who's Waldo? Linking People Across Text and Images ICCV 2021
Crowdsourcing Beyond Annotation: Case Studies in Benchmark Data Collection EMNLP 2021
What is Learned in Visually Grounded Neural Syntax Acquisition ACL 2020
Few-shot Object Grounding and Mapping for Natural Language Robot Instruction Following CORL 2020
Interactive Classification by Asking Informative Questions ACL 2020
Evaluating Models’ Local Decision Boundaries via Contrast Sets EMNLP 2020
Retouchdown: Releasing Touchdown on StreetLearn as a Public Resource for Language Grounding Tasks in Street View EMNLP 2020
BERTScore: Evaluating Text Generation with BERT ICLR 2020
Learning to Map Natural Language Instructions to Physical Quadcopter Control using Simulated Flight CORL 2019
Executing Instructions in Situated Collaborative Interactions IJCNLP 2019
Executing Instructions in Situated Collaborative Interactions EMNLP 2019
A Corpus for Reasoning about Natural Language Grounded in Photographs ACL 2019
TOUCHDOWN: Natural Language Navigation and Spatial Reasoning in Visual Street Environments CVPR 2019
Learning to Map Context-Dependent Sentences to Executable Formal Queries NAACL 2018
Following High-level Navigation Instructions on a Simulated Quadcopter with Imitation Learning RSS 2018
Mapping Navigation Instructions to Continuous Control Actions with Position-Visitation Prediction CORL 2018
Mapping Instructions to Actions in 3D Environments with Visual Goal Prediction EMNLP 2018
Simple Recurrent Units for Highly Parallelizable Recurrence EMNLP 2018
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies NAACL 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts ACL 2018
Situated Mapping of Sequential Instructions to Actions with Single-step Reward Observation ACL 2018
A Corpus of Natural Language for Visual Reasoning ACL 2017
Mapping Instructions and Visual Observations to Actions with Reinforcement Learning EMNLP 2017
Neural Shift-Reduce CCG Semantic Parsing EMNLP 2016
Event Detection and Factuality Assessment with Non-Expert Supervision EMNLP 2015
Broad-coverage CCG Semantic Parsing with AMR EMNLP 2015
Learning Compact Lexicons for CCG Semantic Parsing EMNLP 2014
Semantic Parsing with Combinatory Categorial Grammars EMNLP 2014
Context-dependent Semantic Parsing for Time Expressions ACL 2014
Learning to Automatically Solve Algebra Word Problems ACL 2014
Semantic Parsing with Combinatory Categorial Grammars ACL 2013
Scaling Semantic Parsers with On-the-Fly Ontology Matching EMNLP 2013
Learning Distributions over Logical Forms for Referring Expression Generation EMNLP 2013
Predicting Responses to Microblog Posts NAACL 2012
Bootstrapping Semantic Parsers from Conversations EMNLP 2011