Izzeddin Gur
19 papers · 2016–2025 · 8 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
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πΊοΈ Taxonomy Completionist (47) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Triple Crown
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Keyword Champion
(2)
π€
Dynamic Duo
(10)
π§¬
Topic Evolution
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Renaissance Researcher
(7)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
ποΈ
Keyword Collector
(93)
Top co-authors
Research topics
Machine Learning
(12)
Artificial Intelligence
(8)
Natural Language Processing
(8)
Learning Types Β· Machine Learning
(8)
Core AI
(6)
Deep Learning
(5)
Applications
(5)
Learning Paradigms Β· Artificial Intelligence
(4)
Learning Paradigms Β· Machine Learning
(3)
Optimization & Theory
(3)
Resources & Methods
(3)
Knowledge & Reasoning
(2)
Reinforcement Learning
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Keywords
reinforcement learning
(3)
large language model
(3)
web navigation
(2)
instruction following
(2)
semantic parsing
(2)
curriculum learning
(2)
html understanding
(2)
knowledge base
(2)
web automation
(2)
multimodal learning
(1)
question answering
(1)
imitation learning
(1)
zero-shot learning
(1)
image captioning
(1)
relation extraction
(1)
direct preference optimization
(1)
few-shot learning
(1)
task generalization
(1)
neural network optimization
(1)
language model alignment
(1)
Papers
Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models
ICLR 2025
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
ICLR 2024
Geometric-Averaged Preference Optimization for Soft Preference Labels
NeurIPS 2024
Multimodal Web Navigation with Instruction-Finetuned Foundation Models
ICLR 2024
Scaling Exponents Across Parameterizations and Optimizers
ICML 2024
Small-scale proxies for large-scale Transformer training instabilities
ICLR 2024
CLUTR: Curriculum Learning via Unsupervised Task Representation Learning
ICML 2023
Understanding HTML with Large Language Models
EMNLP 2023
Fast inference and transfer of compositional task structures for few-shot task generalization
UAI 2022
Less Is More: Generating Grounded Navigation Instructions From Landmarks
CVPR 2022
Environment Generation for Zero-Shot Compositional Reinforcement Learning
NeurIPS 2021
Learning to Navigate the Web
ICLR 2019
DialSQL: Dialogue Based Structured Query Generation
ACL 2018
Global Relation Embedding for Relation Extraction
NAACL 2018
What It Takes to Achieve 100% Condition Accuracy on WikiSQL
EMNLP 2018
Accurate Supervised and Semi-Supervised Machine Reading for Long Documents
EMNLP 2017
Recovering Question Answering Errors via Query Revision
EMNLP 2017
Improving Semantic Parsing via Answer Type Inference
EMNLP 2016
On Generating Characteristic-rich Question Sets for QA Evaluation
EMNLP 2016