Izzeddin Gur

44 papers A* 14A 1Journal 24Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A2Perf: Real-World Autonomous Agents Benchmark.
CoRR
Ikechukwu Uchendu, Jason Jabbour, Korneel Van den Berghe, Joel Runevic, Matthew Stewart, Jeffrey Jian Ma, Srivatsan Krishnan, Izzeddin Gur, Austin Huang, Colton Bishop, Paige Bailey, Wenjie Jiang, Ebrahim M. Songhori, Sergio Guadarrama, Jie Tan, Jordan K. Terry, Aleksandra Faust, Vijay Janapa Reddi
2025 A* conf
Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models.
ICLR
Yinlam Chow, Guy Tennenholtz, Izzeddin Gur, Vincent Zhuang, Bo Dai, Aviral Kumar, Rishabh Agarwal, Sridhar Thiagarajan, Craig Boutilier, Aleksandra Faust
2024 A* conf
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis.
ICLR
Izzeddin Gur, Hiroki Furuta, Austin V. Huang, Mustafa Safdari, Yutaka Matsuo, Douglas Eck, Aleksandra Faust
2024 J jnl
Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models.
Trans. Mach. Learn. Res.
Avi Singh, John D. Co-Reyes, Rishabh Agarwal, Ankesh Anand, Piyush Patil, Xavier Garcia, Peter J. Liu, James Harrison, Jaehoon Lee, Kelvin Xu, Aaron T. Parisi, Abhishek Kumar, Alexander A. Alemi, Alex Rizkowsky, Azade Nova, Ben Adlam, Bernd Bohnet, Gamaleldin Fathy Elsayed, Hanie Sedghi, Igor Mordatch, Isabelle Simpson, Izzeddin Gur, Jasper Snoek, Jeffrey Pennington, Jiri Hron, Kathleen Kenealy, Kevin Swersky, Kshiteej Mahajan, Laura Culp, Lechao Xiao, Maxwell L. Bileschi, Noah Constant, Roman Novak, Rosanne Liu, Tris Warkentin, Yundi Qian, Yamini Bansal, Ethan Dyer, Behnam Neyshabur, Jascha Sohl-Dickstein, Noah Fiedel
2024 J jnl
Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web.
Trans. Mach. Learn. Res.
Hiroki Furuta, Yutaka Matsuo, Aleksandra Faust, Izzeddin Gur
2024 A* conf
Geometric-Averaged Preference Optimization for Soft Preference Labels.
NeurIPS
Hiroki Furuta, Kuang-Huei Lee, Shixiang Shane Gu, Yutaka Matsuo, Aleksandra Faust, Heiga Zen, Izzeddin Gur
2024 J jnl
Geometric-Averaged Preference Optimization for Soft Preference Labels.
CoRR
Hiroki Furuta, Kuang-Huei Lee, Shixiang Shane Gu, Yutaka Matsuo, Aleksandra Faust, Heiga Zen, Izzeddin Gur
2024 J jnl
Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models.
CoRR
Yinlam Chow, Guy Tennenholtz, Izzeddin Gur, Vincent Zhuang, Bo Dai, Sridhar Thiagarajan, Craig Boutilier, Rishabh Agarwal, Aviral Kumar, Aleksandra Faust
2024 A* conf
Multimodal Web Navigation with Instruction-Finetuned Foundation Models.
ICLR
Hiroki Furuta, Kuang-Huei Lee, Ofir Nachum, Yutaka Matsuo, Aleksandra Faust, Shixiang Shane Gu, Izzeddin Gur
2024 A* conf
Scaling Exponents Across Parameterizations and Optimizers.
ICML
Katie E. Everett, Lechao Xiao, Mitchell Wortsman, Alexander A. Alemi, Roman Novak, Peter J. Liu, Izzeddin Gur, Jascha Sohl-Dickstein, Leslie Pack Kaelbling, Jaehoon Lee, Jeffrey Pennington
2024 J jnl
Scaling Exponents Across Parameterizations and Optimizers.
CoRR
Katie Everett, Lechao Xiao, Mitchell Wortsman, Alexander A. Alemi, Roman Novak, Peter J. Liu, Izzeddin Gur, Jascha Sohl-Dickstein, Leslie Pack Kaelbling, Jaehoon Lee, Jeffrey Pennington
2024 A* conf
Small-scale proxies for large-scale Transformer training instabilities.
ICLR
Mitchell Wortsman, Peter J. Liu, Lechao Xiao, Katie E. Everett, Alexander A. Alemi, Ben Adlam, John D. Co-Reyes, Izzeddin Gur, Abhishek Kumar, Roman Novak, Jeffrey Pennington, Jascha Sohl-Dickstein, Kelvin Xu, Jaehoon Lee, Justin Gilmer, Simon Kornblith
2024 J jnl
Training Language Models on the Knowledge Graph: Insights on Hallucinations and Their Detectability.
CoRR
Jiri Hron, Laura Culp, Gamaleldin F. Elsayed, Rosanne Liu, Ben Adlam, Maxwell L. Bileschi, Bernd Bohnet, JD Co-Reyes, Noah Fiedel, C. Daniel Freeman, Izzeddin Gur, Kathleen Kenealy, Jaehoon Lee, Peter J. Liu, Gaurav Mishra, Igor Mordatch, Azade Nova, Roman Novak, Aaron Parisi, Jeffrey Pennington, Alex Rizkowsky, Isabelle Simpson, Hanie Sedghi, Jascha Sohl-Dickstein, Kevin Swersky, Sharad Vikram, Tris Warkentin, Lechao Xiao, Kelvin Xu, Jasper Snoek, Simon Kornblith
2023 J jnl
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis.
CoRR
Izzeddin Gur, Hiroki Furuta, Austin V. Huang, Mustafa Safdari, Yutaka Matsuo, Douglas Eck, Aleksandra Faust
2023 J jnl
Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models.
CoRR
Avi Singh, John D. Co-Reyes, Rishabh Agarwal, Ankesh Anand, Piyush Patil, Xavier Garcia, Peter J. Liu, James Harrison, Jaehoon Lee, Kelvin Xu, Aaron Parisi, Abhishek Kumar, Alex Alemi, Alex Rizkowsky, Azade Nova, Ben Adlam, Bernd Bohnet, Gamaleldin F. Elsayed, Hanie Sedghi, Igor Mordatch, Isabelle Simpson, Izzeddin Gur, Jasper Snoek, Jeffrey Pennington, Jiri Hron, Kathleen Kenealy, Kevin Swersky, Kshiteej Mahajan, Laura Culp, Lechao Xiao, Maxwell L. Bileschi, Noah Constant, Roman Novak, Rosanne Liu, Tris Warkentin, Yundi Qian, Yamini Bansal, Ethan Dyer, Behnam Neyshabur, Jascha Sohl-Dickstein, Noah Fiedel
2023 A* conf
CLUTR: Curriculum Learning via Unsupervised Task Representation Learning.
ICML
Abdus Salam Azad, Izzeddin Gur, Jasper Emhoff, Nathaniel Alexis, Aleksandra Faust, Pieter Abbeel, Ion Stoica
2023 J jnl
Frontier Language Models are not Robust to Adversarial Arithmetic, or "What do I need to say so you agree 2+2=5?
CoRR
C. Daniel Freeman, Laura Culp, Aaron Parisi, Maxwell L. Bileschi, Gamaleldin F. Elsayed, Alex Rizkowsky, Isabelle Simpson, Alex Alemi, Azade Nova, Ben Adlam, Bernd Bohnet, Gaurav Mishra, Hanie Sedghi, Igor Mordatch, Izzeddin Gur, Jaehoon Lee, John D. Co-Reyes, Jeffrey Pennington, Kelvin Xu, Kevin Swersky, Kshiteej Mahajan, Lechao Xiao, Rosanne Liu, Simon Kornblith, Noah Constant, Peter J. Liu, Roman Novak, Yundi Qian, Noah Fiedel, Jascha Sohl-Dickstein
2023 J jnl
Language Model Agents Suffer from Compositional Generalization in Web Automation.
CoRR
Hiroki Furuta, Yutaka Matsuo, Aleksandra Faust, Izzeddin Gur
2023 J jnl
Multimodal Web Navigation with Instruction-Finetuned Foundation Models.
CoRR
Hiroki Furuta, Ofir Nachum, Kuang-Huei Lee, Yutaka Matsuo, Shixiang Shane Gu, Izzeddin Gur
2023 J jnl
Small-scale proxies for large-scale Transformer training instabilities.
CoRR
Mitchell Wortsman, Peter J. Liu, Lechao Xiao, Katie Everett, Alex Alemi, Ben Adlam, John D. Co-Reyes, Izzeddin Gur, Abhishek Kumar, Roman Novak, Jeffrey Pennington, Jascha Sohl-Dickstein, Kelvin Xu, Jaehoon Lee, Justin Gilmer, Simon Kornblith
2023 — conf
Understanding HTML with Large Language Models.
EMNLP (Findings)
Izzeddin Gur, Ofir Nachum, Yingjie Miao, Mustafa Safdari, Austin V. Huang, Aakanksha Chowdhery, Sharan Narang, Noah Fiedel, Aleksandra Faust
2022 J jnl
CLUTR: Curriculum Learning via Unsupervised Task Representation Learning.
CoRR
Abdus Salam Azad, Izzeddin Gur, Aleksandra Faust, Pieter Abbeel, Ion Stoica
2022 J jnl
Environment Generation for Zero-Shot Compositional Reinforcement Learning.
CoRR
Izzeddin Gur, Natasha Jaques, Yingjie Miao, Jongwook Choi, Manoj Tiwari, Honglak Lee, Aleksandra Faust
2022 J jnl
Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization.
CoRR
Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Lyubing Qiang, Izzeddin Gur, Aleksandra Faust, Honglak Lee
2022 A conf
Fast inference and transfer of compositional task structures for few-shot task generalization.
UAI
Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Lyubing Qiang, Izzeddin Gur, Aleksandra Faust, Honglak Lee
2022 A* conf
Less is More: Generating Grounded Navigation Instructions from Landmarks.
CVPR
Su Wang, Ceslee Montgomery, Jordi Orbay, Vighnesh Birodkar, Aleksandra Faust, Izzeddin Gur, Natasha Jaques, Austin Waters, Jason Baldridge, Peter Anderson
2022 J jnl
Multi-Agent Reinforcement Learning for Microprocessor Design Space Exploration.
CoRR
Srivatsan Krishnan, Natasha Jaques, Shayegan Omidshafiei, Dan Zhang, Izzeddin Gur, Vijay Janapa Reddi, Aleksandra Faust
2022 J jnl
Understanding HTML with Large Language Models.
CoRR
Izzeddin Gur, Ofir Nachum, Yingjie Miao, Mustafa Safdari, Austin V. Huang, Aakanksha Chowdhery, Sharan Narang, Noah Fiedel, Aleksandra Faust
2021 J jnl
Adversarial Environment Generation for Learning to Navigate the Web.
CoRR
Izzeddin Gur, Natasha Jaques, Kevin Malta, Manoj Tiwari, Honglak Lee, Aleksandra Faust
2021 A* conf
Environment Generation for Zero-Shot Compositional Reinforcement Learning.
NeurIPS
Izzeddin Gur, Natasha Jaques, Yingjie Miao, Jongwook Choi, Manoj Tiwari, Honglak Lee, Aleksandra Faust
2021 J jnl
Less is More: Generating Grounded Navigation Instructions from Landmarks.
CoRR
Su Wang, Ceslee Montgomery, Jordi Orbay, Vighnesh Birodkar, Aleksandra Faust, Izzeddin Gur, Natasha Jaques, Austin Waters, Jason Baldridge, Peter Anderson
2020 J jnl
Assessing Post-Disaster Damage from Satellite Imagery using Semi-Supervised Learning Techniques.
CoRR
Jihyeon Lee, Joseph Z. Xu, Kihyuk Sohn, Wenhan Lu, David Berthelot, Izzeddin Gur, Pranav Khaitan, Ke-Wei Huang, Kyriacos Koupparis, Bernhard Kowatsch
2019 — conf
Learning to Navigate the Web.
ICLR (Poster)
Izzeddin Gur, Ulrich Rückert, Aleksandra Faust, Dilek Hakkani-Tür
2018 — conf
DialSQL: Dialogue Based Structured Query Generation.
ACL (1)
Izzeddin Gur, Semih Yavuz, Yu Su, Xifeng Yan
2018 — conf
Global Relation Embedding for Relation Extraction.
NAACL-HLT
Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan
2018 J jnl
Learning to Navigate the Web.
CoRR
Izzeddin Gur, Ulrich Rückert, Aleksandra Faust, Dilek Hakkani-Tür
2018 — conf
User Modeling for Task Oriented Dialogues.
SLT
Izzeddin Gur, Dilek Hakkani-Tür, Gökhan Tür, Pararth Shah
2018 J jnl
User Modeling for Task Oriented Dialogues.
CoRR
Izzeddin Gur, Dilek Hakkani-Tür, Gökhan Tür, Pararth Shah
2018 A* conf
What It Takes to Achieve 100 Percent Condition Accuracy on WikiSQL.
EMNLP
Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan
2017 A* conf
Accurate Supervised and Semi-Supervised Machine Reading for Long Documents.
EMNLP
Izzeddin Gur, Daniel Hewlett, Alexandre Lacoste, Llion Jones
2017 J jnl
Global Relation Embedding for Relation Extraction.
CoRR
Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan
2017 A* conf
Recovering Question Answering Errors via Query Revision.
EMNLP
Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan
2016 A* conf
Improving Semantic Parsing via Answer Type Inference.
EMNLP
Semih Yavuz, Izzeddin Gur, Yu Su, Mudhakar Srivatsa, Xifeng Yan
2016 A* conf
On Generating Characteristic-rich Question Sets for QA Evaluation.
EMNLP
Yu Su, Huan Sun, Brian M. Sadler, Mudhakar Srivatsa, Izzeddin Gur, Zenghui Yan, Xifeng Yan