Jason E Weston
15 papers · 2016–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (30) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π±
Topic Pioneer
π
Keyword Champion
ποΈ
Keyword Collector
(79)
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Trend Setter
π
Century Club Β· Bronze
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Prolific Year Β· Productive
Venues
Top co-authors
Research topics
Artificial Intelligence
(13)
Core AI
(12)
Machine Learning
(11)
Optimization & Theory
(7)
Natural Language Processing
(6)
Deep Learning
(5)
Generation
(4)
Application Areas
(3)
Learning Paradigms
(3)
Learning Types Β· Machine Learning
(3)
Architectures
(2)
Learning Types Β· Deep Learning
(2)
Models
(2)
Resources & Methods
(2)
Keywords
instruction following
(5)
preference optimization
(3)
language model
(3)
text generation
(2)
language model alignment
(2)
large language model
(2)
model alignment
(2)
self-supervised learning
(1)
mathematical reasoning
(1)
contrastive learning
(1)
language modeling
(1)
response generation
(1)
few-shot learning
(1)
question answering
(1)
synthetic data generation
(1)
natural language understanding
(1)
instruction tuning
(1)
weakly supervised learning
(1)
machine learning
(1)
reinforcement learning
(1)
Papers
Backtracking Improves Generation Safety
ICLR 2025
Byte Latent Transformer: Patches Scale Better Than Tokens
ACL 2025
Following Length Constraints in Instructions
EMNLP 2025
Learning to Plan & Reason for Evaluation with Thinking-LLM-as-a-Judge
ICML 2025
Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge
EMNLP 2025
R.I.P.: Better Models by Survival of the Fittest Prompts
ICML 2025
Self-Consistency Preference Optimization
ICML 2025
Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback
EMNLP 2025
Thinking LLMs: General Instruction Following with Thought Generation
ICML 2025
Better Alignment with Instruction Back-and-Forth Translation
EMNLP 2024
Self-Alignment with Instruction Backtranslation
ICLR 2024
Self-Rewarding Language Models
ICML 2024
TOOLVERIFIER: Generalization to New Tools via Self-Verification
EMNLP 2024
Staircase Attention for Recurrent Processing of Sequences
NeurIPS 2022
Dialog-based Language Learning
NeurIPS 2016