@misc{Feldman2026:co-lmlm,
title = {{Co-LMLM}: Continuous-Query Limited Memory Language Models},
author = {Yair Feldman and Linxi Zhao and Nathan Godey and Dongyoung Go and Yilun Hua and Kilian Q. Weinberger and Jennifer J. Sun and Yoav Artzi},
year = {2026},
eprint = {2607.07707},
archiveprefix = {arXiv},
primaryclass = {cs.CL},
url = {https://arxiv.org/abs/2607.07707}
}
@misc{Godey2026:lm-head-gradient-bottleneck,
title = {Lost in Backpropagation: The {LM} Head is a Gradient Bottleneck},
author = {Nathan Godey and Yoav Artzi},
year = {2026},
eprint = {2603.10145},
archiveprefix = {arXiv},
primaryclass = {cs.CL},
url = {https://arxiv.org/abs/2603.10145}
}
@inproceedings{Vaduguru2025:convention-formation,
title = {Success and Cost Elicit Convention Formation for Efficient Communication},
author = {Saujas Vaduguru and Yilun Hua and Yoav Artzi and Daniel Fried},
booktitle = {Proceedings of the Annual Meeting of the Association for Computational Linguistics},
year = 2026,
url = {https://arxiv.org/abs/2510.24023}
}
@inproceedings{Zhao2026:lmlm,
title = {Pre-training Large Memory Language Models with Internal and External Knowledge},
author = {Zhao, Linxi and Zalouk, Sofian and Belardi, Christian K. and Lovelace, Justin and Zhou, Jin Peng and Weinberger, Kilian Q. and Artzi, Yoav and Sun, Jennifer J.},
year = {2026},
booktitle = {Proceedings of the International Conference on Learning Representations},
url = {https://arxiv.org/abs/2505.15962},
note = {\textbf{Best Paper Runner-Up at the NeurIPS 2025 CCFM Workshop}}
}
@misc{Ji2025:adhoc,
title = {Ad hoc conventions generalize to new referents},
author = {Anya Ji and Claire Augusta Bergey and Ron Eliav and Yoav Artzi and Robert D. Hawkins},
year = {2025},
eprint = {2509.05566},
archiveprefix = {arXiv},
primaryclass = {cs.CL}
}
@inproceedings{Chen2025:knotgym,
title = {Knot So Simple: A Minimalistic Environment for Spatial Reasoning},
author = {Zizhao Chen and Yoav Artzi},
booktitle = {Advances in Neural Information Processing Systems: Datasets and Benchmarks Track},
year = {2025}
}
@inproceedings{Monea2025:icrl,
title = {{LLMs} Are In-Context Bandit Reinforcement Learners},
author = {Monea, Giovanni and Bosselut, Antoine and Brantley, Kianté and Artzi, Yoav},
booktitle = {Proceedings of the Conference on Language Modeling},
year = {2025},
url = {https://arxiv.org/abs/2410.05362}
}
@inproceedings{Hua2025:post-train,
title = {Post-training for Efficient Communication via Convention Formation},
author = {Hua, Yilun and Wang, Evan and Artzi, Yoav},
booktitle = {Proceedings of the Conference on Language Modeling},
year = {2025},
url = {https://arxiv.org/abs/2508.06482}
}
@article{Saluja2025:pathology,
title = {Cancer type, stage and prognosis assessment from pathology reports using LLMs},
author = {Saluja, Rachit and Rosenthal, Jacob and Windon, Annika and Artzi, Yoav and Pisapia, David J. and Liechty, Benjamin L. and Sabuncu, Mert R.},
year = {2025},
month = {July},
day = {26},
journal = {Scientific Reports},
volume = {15},
number = {1},
pages = {27300},
issn = {2045-2322},
doi = {10.1038/s41598-025-10709-4},
url = {https://doi.org/10.1038/s41598-025-10709-4}
}
@inproceedings{Chen2024:respect,
title = {Retrospective Learning from Interactions},
author = {Zizhao Chen and Mustafa Omer Gul and Yiwei Chen and Gloria Geng and Anne Wu and Yoav Artzi},
booktitle = {Proceedings of the Annual Meeting of the Association for Computational Linguistics},
year = 2025,
url = {https://arxiv.org/abs/2410.13852}
}
@inproceedings{Huey2025:misaligned-video,
title = {Imitation Learning from a Single Temporally Misaligned Video},
author = {William Huey and Huaxiaoyue Wang and Anne Wu and Yoav Artzi and Sanjiban Choudhury},
year = {2025},
booktitle = {International Conference on Machine Learning}
}
@inproceedings{Gul2024:cogen,
title = {{C}o{G}en: Learning from Feedback with Coupled Comprehension and Generation},
author = {Gul, Mustafa Omer and
Artzi, Yoav},
editor = {Al-Onaizan, Yaser and
Bansal, Mohit and
Chen, Yun-Nung},
booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing},
month = nov,
year = {2024},
address = {Miami, Florida, USA},
publisher = {Association for Computational Linguistics},
url = {https://aclanthology.org/2024.emnlp-main.721},
pages = {12966--12982}
}
@inproceedings{Sodhi2024:step,
title = {{SteP}: Stacked {LLM} Policies for Web Actions},
author = {Paloma Sodhi and S.R.K Branavan and Yoav Artzi and Ryan McDonald},
booktitle = {First Conference on Language Modeling},
year = {2024},
url = {https://openreview.net/forum?id=5fg0VtRxgi}
}
@article{Kojima2024:phrase-grounding,
title = {A Joint Study of Phrase Grounding and Task Performance in Vision and Language Models},
author = {Noriyuki Kojima and Hadar Averbuch-Elor and Yoav Artzi},
journal = {Transactions on Machine Learning Research},
issn = {2835-8856},
year = {2024},
url = {https://openreview.net/forum?id=5G3PI1hEdw},
note = {}
}
@inproceedings{Gao2023:continualqa,
title = {Continually Improving Extractive {QA} via Human Feedback},
author = {Gao, Ge and
Chen, Hung-Ting and
Artzi, Yoav and
Choi, Eunsol},
editor = {Bouamor, Houda and
Pino, Juan and
Bali, Kalika},
booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing},
month = dec,
year = {2023},
address = {Singapore},
publisher = {Association for Computational Linguistics},
url = {https://aclanthology.org/2023.emnlp-main.27},
doi = {10.18653/v1/2023.emnlp-main.27},
pages = {406--423}
}
@inproceedings{Suhr2023:feedback,
title = {Continual Learning for Instruction Following from Realtime Feedback},
author = {Alane Suhr and Yoav Artzi},
year = {2023},
booktitle = {Proceedings of the Conference on Neural Information Processing Systems}
}
@inproceedings{Wu2023:lilgym,
title = {lil{G}ym: Natural Language Visual Reasoning with Reinforcement Learning},
author = {Wu, Anne and
Brantley, Kiante and
Kojima, Noriyuki and
Artzi, Yoav},
editor = {Rogers, Anna and
Boyd-Graber, Jordan and
Okazaki, Naoaki},
booktitle = {Proceedings of the Annual Meeting of the Association for Computational Linguistics},
month = jul,
year = {2023},
address = {Toronto, Canada},
publisher = {Association for Computational Linguistics},
url = {https://aclanthology.org/2023.acl-long.512},
doi = {10.18653/v1/2023.acl-long.512},
pages = {9214--9234}
}
@inproceedings{Sharf2023:cb2,
title = {{CB2}: Collaborative Natural Language Interaction Research Platform},
author = {Jacob Sharf and Mustafa Omer Gul and Yoav Artzi},
year = {2023},
booktitle = {Proceedings of the Annual Meeting of the Association for Computational Linguistics: System Demonstrations}
}
@inproceedings{Eliav2023:conventions-refs,
author = {Eliav, Ron and Ji, Anya and Artzi, Yoav and Hawkins, Robert},
booktitle = {Proceedings of the Annual Conference of the Cognitive Science Society},
title = {Semantic Uncertainty Guides the Extension of Conventions to New Referents},
year = {2023}
}
@inproceedings{Kishore2023:incdsi,
title = {{IncDSI}: Incrementally Updatable Document Retrieval},
author = {Varsha Kishore and Chao Wan and Justin Lovelace and Yoav Artzi and Kilian Q. Weinberger},
year = {2023},
booktitle = {International Conference on Machine Learning}
}
@inproceedings{Wu2023:wav2seq,
author = {Wu, Felix and Kim, Kwangyoun and Watanabe, Shinji and Han, Kyu and McDonald, Ryan and Weinberger, Kilian Q. and Artzi, Yoav},
title = {{Wav2Seq}: Pre-training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing},
year = {2023}
}
@inproceedings{Ji2022:kilogram,
title = {Abstract Visual Reasoning with Tangram Shapes},
author = {Ji, Anya and
Kojima, Noriyuki and
Rush, Noah and
Suhr, Alane and
Vong, Wai Keen and
Hawkins, Robert and
Artzi, Yoav},
booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing},
month = dec,
year = {2022},
address = {Abu Dhabi, United Arab Emirates},
publisher = {Association for Computational Linguistics},
url = {https://aclanthology.org/2022.emnlp-main.38},
pages = {582--601}
}
@inproceedings{Gao2022:banditqa-simulation,
title = {Simulating Bandit Learning from User Feedback for Extractive Question Answering},
author = {Gao, Ge and
Choi, Eunsol and
Artzi, Yoav},
booktitle = {Proceedings of the Annual Meeting of the Association for Computational Linguistics},
month = may,
year = {2022},
address = {Dublin, Ireland},
publisher = {Association for Computational Linguistics},
url = {https://aclanthology.org/2022.acl-long.355},
pages = {5167--5179}
}
@inproceedings{Wu2022:pre-train-speech,
author = {Wu, Felix and Kim, Kwangyoun and Pan, Jing and Han, Kyu J. and Weinberger, Kilian Q. and Artzi, Yoav},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing},
title = {Performance-Efficiency Trade-Offs in Unsupervised Pre-Training for Speech Recognition},
year = {2022},
volume = {},
number = {},
pages = {7667-7671},
doi = {10.1109/ICASSP43922.2022.9747432}
}
@inproceedings{Shon2022:slue,
author = {Shon, Suwon and Pasad, Ankita and Wu, Felix and Brusco, Pablo and Artzi, Yoav and Livescu, Karen and Han, Kyu J.},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing},
title = {{SLUE}: New Benchmark Tasks For Spoken Language Understanding Evaluation on Natural Speech},
year = {2022},
volume = {},
number = {},
pages = {7927-7931},
doi = {10.1109/ICASSP43922.2022.9746137}
}
@article{Kojima2021:gen-learn,
author = {Kojima, Noriyuki and Suhr, Alane and Artzi, Yoav},
title = {Continual Learning for Grounded Instruction Generation by Observing Human Following Behavior},
journal = {Transactions of the Association for Computational Linguistics},
volume = {9},
pages = {1303-1319},
year = {2021},
month = {12},
issn = {2307-387X},
doi = {10.1162/tacl_a_00428},
url = {https://doi.org/10.1162/tacl\_a\_00428},
eprint = {https://direct.mit.edu/tacl/article-pdf/doi/10.1162/tacl\_a\_00428/1976207/tacl\_a\_00428.pdf}
}
@inproceedings{Blukis2021:spatial-rep,
title = {A Persistent Spatial Semantic Representation for High-level Natural Language Instruction Execution},
author = {Blukis, Valts and Paxton, Chris and Fox, Dieter and Garg, Animesh and Artzi, Yoav},
booktitle = {Proceedings of the Conference on Robot Learning},
pages = {706--717},
year = {2021},
editor = {Faust, Aleksandra and Hsu, David and Neumann, Gerhard},
volume = {164},
series = {Proceedings of Machine Learning Research},
month = {08--11 Nov},
publisher = {PMLR},
pdf = {https://arxiv.org/pdf/2107.05612},
url = {https://arxiv.org/abs/2107.05612}
}
@inproceedings{Effenberger2021:cerealbar-analysis,
title = {Analysis of Language Change in Collaborative Instruction Following},
author = {Effenberger, Anna and
Singh, Rhia and
Yan, Eva and
Suhr, Alane and
Artzi, Yoav},
booktitle = {Findings of the Association for Computational Linguistics: EMNLP},
month = nov,
year = {2021},
address = {Punta Cana, Dominican Republic},
publisher = {Association for Computational Linguistics},
url = {https://aclanthology.org/2021.findings-emnlp.239},
pages = {2803--2811}
}
@inproceedings{Jia2021:alternating-norm,
title = {When in Doubt: Improving Classification Performance with Alternating Normalization},
author = {Jia, Menglin and
Reiter, Austin and
Lim, Ser-Nam and
Artzi, Yoav and
Cardie, Claire},
booktitle = {Findings of the Association for Computational Linguistics: EMNLP},
month = nov,
year = {2021},
address = {Punta Cana, Dominican Republic},
publisher = {Association for Computational Linguistics},
url = {https://aclanthology.org/2021.findings-emnlp.148},
pages = {1716--1723}
}
@inproceedings{Cui2021:whos-waldo,
author = {Cui, Yuqing and Khandelwal, Apoorv and Artzi, Yoav and Snavely, Noah and Averbuch-Elor, Hadar},
title = {Who's Waldo? Linking People Across Text and Images},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision},
month = {October},
year = {2021},
pages = {1374-1384}
}
@InProceedings{Zhang2021:bert-finetune,
title={Revisiting Few-sample {BERT} Fine-tuning},
author={Tianyi Zhang and Felix Wu and Arzoo Katiyar and Kilian Q. Weinberger and Yoav Artzi},
year={2021},
booktitle={Proceedings of the International Conference on Learning Representations},
}
@inproceedings{Blukis2020:fewshot-drone,
author = {Valts Blukis and Ross A. Knepper and Yoav Artzi},
title = {Few-shot Object Grounding and Mapping for Natural Language Robot Instruction Following},
booktitle = {Proceedings of the Conference on Robot Learning},
year = {2020},
location = {Boston, Massachusetts (virtual)}
}
@inproceedings{Gardner2020:contrastsets,
author = {Matt Gardner and Yoav Artzi and Victoria Basmova and Jonathan Berant and Ben Bogin and Sihao Chen and Pradeep Dasigi and Dheeru Dua and Yanai Elazar and Ananth Gottumukkala and Nitish Gupta and Hanna Hajishirzi and Gabriel Ilharco and Daniel Khashabi and Kevin Lin and Jiangming Liu and Nelson F. Liu and Phoebe Mulcaire and Qiang Ning and Sameer Singh and Noah A. Smith and Sanjay Subramanian and Reut Tsarfaty and Eric Wallace and Ally Quan Zhang and Ben Zhou},
booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2020},
title = {Evaluating Models' Local Decision Boundaries via Contrast Sets},
year = {2020}
}
@InProceedings{Kojima2020:vgnsl,
title = "What is Learned in Visually Grounded Neural Syntax Acquisition",
author = "Noriyuki Kojima and Hadar Averbuch-Elor and Alexander Rush and Yoav Artzi",
booktitle = "Proceedings of the Annual Meeting of the Association for Computational Linguistics",
month = "July",
year = "2020",
publisher = "Association for Computational Linguistics",
}
@InProceedings{Yu2020:interactiveclass,
title = "Interactive Classification by Asking Informative Questions",
author = "Lili Yu and Howard Chen and Sida I. Wang and Tao Lei and Yoav Artzi",
booktitle = "Proceedings of the Annual Meeting of the Association for Computational Linguistics",
month = "July",
year = "2020",
publisher = "Association for Computational Linguistics",
}
@inproceedings{Zhang20:bertscore,
title = {{BERTScore}: Evaluating Text Generation with {BERT}},
author = {Tianyi Zhang and Varsha Kishore and Felix Wu and Kilian Q. Weinberger and Yoav Artzi},
year = {2020},
booktitle = {Proceedings of the International Conference on Learning Representations}
}
@InProceedings{Blukis:19drone-sureal,
author = "Valts Blukis and Yannick Terme and Eyvind Niklasson and Ross A. Knepper and Yoav Artzi",
title = "Learning to Map Natural Language Instructions to Physical Quadcopter Control Using Simulated Flight",
booktitle = "Proceedings of the Conference on Robot Learning",
year = "2019",
location = "Osaka, Japan"
}
@inproceedings{Suhr2019:cerealbar,
author = {Suhr, Alane
and Yan, Claudia
and Schluger, Charlotte
and Yu, Stanley
and Khader, Hadi
and Mouallem, Marwa
and Zhang, Iris
and Artzi, Yoav},
title = {Executing Instructions in Situated Collaborative Interactions},
booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing},
year = {2019},
publisher = {Association for Computational Linguistics}
}
Early Fusion for Goal Directed Robotic VisionAaron Walsman, Yonatan Bisk, Saadia Gabriel, Dipendra Misra, Yoav Artzi, Yejin Choi, and Dieter FoxIn International Conference on Intelligent Robots and Systems (IROS), 2019. RoboCup Best Paper Award finalist[PDF][Bibtex]
@InProceedings{Walsman2019:earlyfusion,
title={Early Fusion for Goal Directed Robotic Vision},
author={Walsman, Aaron and Bisk, Yonatan and Gabriel, Saadia and Misra, Dipendra and Artzi, Yoav and Choi, Yejin and Fox, Dieter},
booktitle = {International Conference on Intelligent Robots and Systems},
year={2019}
}
@InProceedings{Suhr2019:nlvr2,
title = "A Corpus for Reasoning about Natural Language Grounded in Photographs",
author = "Suhr, Alane and
Zhou, Stephanie and
Zhang, Ally and
Zhang, Iris and
Bai, Huajun and
Artzi, Yoav",
booktitle = "Proceedings of the Annual Meeting of the Association for Computational Linguistics",
month = "July",
year = "2019",
address = "Florence, Italy",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/P19-1644",
pages = "6418--6428",
}
@inproceedings{Chen19:touchdown,
title={Touchdown: Natural Language Navigation and Spatial Reasoning in Visual Street Environments},
author={Chen, Howard and Suhr, Alane and Misra, Dipendra and Snavely, Noah and Artzi, Yoav},
booktitle={Conference on Computer Vision and Pattern Recognition},
year={2019}
}
@inproceedings{Smadja19:backtracking,
title={Understanding Reader Backtracking Behavior in Online News Articles},
booktitle={Proceedings of the 2019 World Wide Web Conference on World Wide Web},
publisher={ACM Press},
author={Smadja, Uzi and Grusky, Max and Artzi, Yoav and Naaman, Mor},
year={2019}
}
@InProceedings{Blukis:18visit-predict,
author = "Valts Blukis and Dipendra Misra and Ross A. Knepper and Yoav Artzi",
title = "Mapping Navigation Instructions to Continuous Control Actions with Position Visitation Prediction",
booktitle = "Proceedings of the Conference on Robot Learning",
year = "2018",
location = "Zurich, Switzerland"
}
@InProceedings{Misra:18goalprediction,
author = "Dipendra Misra and Andrew Bennett and Valts Blukis and Eyvind Niklasson and Max Shatkhin
and Artzi, Yoav",
title = "Mapping Instructions to Actions in {3D} Environments with Visual Goal Prediction",
booktitle = "Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing",
year = "2018",
publisher = "Association for Computational Linguistics",
location = "Brussels, Belgium"
}
@InProceedings{Lei:18sru,
author = "Tao Lei and Yu Zhang and Sida I. Wang and Hui Dai
and Artzi, Yoav",
title = "Simple Recurrent Units for Highly Parallelizable Recurrence",
booktitle = "Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing",
year = "2018",
publisher = "Association for Computational Linguistics",
location = "Brussels, Belgium"
}
@InProceedings{Suhr:18situated,
author = "Suhr, Alane
and Artzi, Yoav",
title = "Situated Mapping of Sequential Instructions to Actions with Single-step Reward Observation",
booktitle = "Proceedings of the Annual Meeting of the Association for Computational Linguistics",
year = "2018",
publisher = "Association for Computational Linguistics",
pages = "2072--2082",
location = "Melbourne, Australia",
url = "http://aclweb.org/anthology/P18-1193"
}
@InProceedings{Blukis:18drone,
author = "Blukis, Valts
and Brukhim, Nataly
and Bennett, Andrew
and Knepper, Ross A.
and Artzi, Yoav",
title = "Following High-level Navigation Instructions on a Simulated Quadcopter with Imitation Learning",
booktitle = "Proceedings of the Robotics: Science and Systems Conference",
year = "2018",
location = "Pittsburgh, Pennsylvania, USA"
}
@InProceedings{Suhr:18context,
author = "Suhr, Alane
and Iyer, Srinivasan
and Artzi, Yoav",
title = "Learning to Map Context-Dependent Sentences to Executable Formal Queries",
booktitle = "Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies",
year = "2018",
publisher = "Association for Computational Linguistics",
pages = "2238--2249",
location = "New Orleans, Louisiana",
url = "http://aclweb.org/anthology/N18-1203"
}
@InProceedings{Grusky:18newsroom,
author = "Grusky, Max
and Naaman, Mor
and Artzi, Yoav",
title = "Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies",
booktitle = "Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies",
year = "2018",
publisher = "Association for Computational Linguistics",
pages = "708--719",
location = "New Orleans, Louisiana",
url = "http://aclweb.org/anthology/N18-1065"
}
@InProceedings{D17-1107,
author = "Misra, Dipendra
and Langford, John
and Artzi, Yoav",
title = "Mapping Instructions and Visual Observations to Actions with Reinforcement Learning",
booktitle = "Proceedings of the Conference on Empirical Methods in Natural Language Processing",
year = "2017",
publisher = "Association for Computational Linguistics",
pages = "1015--1026",
location = "Copenhagen, Denmark",
url = "http://aclweb.org/anthology/D17-1107"
}
@InProceedings{suhr-EtAl:2017:Short,
author = {Suhr, Alane and Lewis, Mike and Yeh, James and Artzi, Yoav},
title = {A Corpus of Natural Language for Visual Reasoning},
booktitle = {Proceedings of the Annual Meeting of the Association for Computational Linguistics},
month = {July},
year = {2017},
address = {Vancouver, Canada},
publisher = {Association for Computational Linguistics},
pages = {217--223},
url = {http://aclweb.org/anthology/P17-2034}
}
@inproceedings{Grusky:2017:MSA:3025453.3025916,
author = {Grusky, Max and Jahani, Jeiran and Schwartz, Josh and Valente, Dan and Artzi, Yoav and Naaman, Mor},
title = {Modeling Sub-Document Attention Using Viewport Time},
booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems},
series = {CHI '17},
year = {2017},
isbn = {978-1-4503-4655-9},
location = {Denver, Colorado, USA},
pages = {6475--6480},
numpages = {6},
url = {http://doi.acm.org/10.1145/3025453.3025916},
doi = {10.1145/3025453.3025916},
acmid = {3025916},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {attention, news articles, reading, user modeling, web analytics},
}
@InProceedings{artzi-lee-zettlemoyer:2015:EMNLP,
author = {Artzi, Yoav and Lee, Kenton and Zettlemoyer, Luke},
title = {Broad-coverage CCG Semantic Parsing with AMR},
booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing},
month = {September},
year = {2015},
address = {Lisbon, Portugal},
publisher = {Association for Computational Linguistics},
pages = {1699--1710},
url = {http://aclweb.org/anthology/D15-1198}
}
@InProceedings{lee-EtAl:2015:EMNLP,
author = {Lee, Kenton and Artzi, Yoav and Choi, Yejin and Zettlemoyer, Luke},
title = {Event Detection and Factuality Assessment with Non-Expert Supervision},
booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing},
month = {September},
year = {2015},
address = {Lisbon, Portugal},
publisher = {Association for Computational Linguistics},
pages = {1643--1648},
url = {http://aclweb.org/anthology/D15-1189}
}
@InProceedings{lee-EtAl:2014:P14-1,
author = {Lee, Kenton and Artzi, Yoav and Dodge, Jesse and Zettlemoyer, Luke},
title = {Context-dependent Semantic Parsing for Time Expressions},
booktitle = {Proceedings of the Annual Meeting of the Association for Computational Linguistics},
month = {June},
year = {2014},
address = {Baltimore, Maryland},
publisher = {Association for Computational Linguistics},
pages = {1437--1447},
url = {http://www.aclweb.org/anthology/P14-1135}
}
@InProceedings{kushman-EtAl:2014:P14-1,
author = {Kushman, Nate and Artzi, Yoav and Zettlemoyer, Luke and Barzilay, Regina},
title = {Learning to Automatically Solve Algebra Word Problems},
booktitle = {Proceedings of the Annual Meeting of the Association for Computational Linguistics},
month = {June},
year = {2014},
address = {Baltimore, Maryland},
publisher = {Association for Computational Linguistics},
pages = {271--281},
url = {http://www.aclweb.org/anthology/P14-1026}
}
@InProceedings{kwiatkowski-EtAl:2013:EMNLP,
author = {Kwiatkowski, Tom and Choi, Eunsol and Artzi, Yoav and Zettlemoyer, Luke},
title = {Scaling Semantic Parsers with On-the-Fly Ontology Matching},
booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing},
month = {October},
year = {2013},
address = {Seattle, Washington, USA},
publisher = {Association for Computational Linguistics},
pages = {1545--1556},
url = {http://www.aclweb.org/anthology/D13-1161}
}
@InProceedings{fitzgerald-artzi-zettlemoyer:2013:EMNLP,
author = {FitzGerald, Nicholas and Artzi, Yoav and Zettlemoyer, Luke},
title = {Learning Distributions over Logical Forms for Referring Expression Generation},
booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing},
month = {October},
year = {2013},
address = {Seattle, Washington, USA},
publisher = {Association for Computational Linguistics},
pages = {1914--1925},
url = {http://www.aclweb.org/anthology/D13-1197}
}
@article{artzi-zettlemoyer:2013:TACL,
title={Weakly Supervised Learning of Semantic Parsers for Mapping Instructions to Actions},
author={Artzi, Yoav and Zettlemoyer, Luke},
journal={Transactions of the Association for Computational Linguistics},
volume={1},
number={1},
pages={49--62},
year={2013},
publisher={Association for Computational Linguistic}
}
2012
Predicting Responses to Microblog PostsYoav Artzi, Patrick Pantel, and Michael GamonIn Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL), 2012.[PDF][Bibtex][slides]
@InProceedings{artzi-pantel-gamon:2012:NAACL-HLT,
author = {Artzi, Yoav and Pantel, Patrick and Gamon, Michael},
title = {Predicting Responses to Microblog Posts},
booktitle = {Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},
month = {June},
year = {2012},
address = {Montr\'{e}al, Canada},
publisher = {Association for Computational Linguistics},
pages = {602--606},
url = {http://www.aclweb.org/anthology/N12-1074}
}
Conceptual Captions Challenge WorkshopRadu Soricut, Bohyung Han, Mohit Bansal, Yoav Artzi, Leonid Sigal, and Ting YaoIn the Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Workshop on Language Grounding for RoboticsMohit Bansal, Cynthia Matuszek, Jacob Andreas, Yoav Artzi, and Yonatan BiskIn the Conference of the Association for Computational Linguistics (ACL), 2017
Tutorial: Semantic Parsing with Combinatory Categorial GrammarYoav Artzi, Nicholas FitzGerald, and Luke ZettlemoyerIn the Conference of the Association for Computational Linguistics (ACL), 2013In the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2014In the Conference on Artificial Intelligence (AAAI), 2015
Workshop on Semantic ParsingYoav Artzi, Tom Kwiatkowski, and Jonathan BerantIn the Conference of the Association for Computational Linguistics (ACL), 2014