Mohammad Saleh
9 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Core AI
(5)
Learning Types · Machine Learning
(5)
Natural Language Processing
(4)
Generation
(3)
Application Areas
(2)
Deep Learning
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
abstractive summarization
(4)
direct preference optimization
(3)
distribution shift
(2)
language model alignment
(2)
reinforcement learning from human feedback
(2)
data augmentation
(1)
chain-of-thought reasoning
(1)
text generation
(1)
language modeling
(1)
preference optimization
(1)
question generation
(1)
learning to rank
(1)
listwise ranking
(1)
model inference
(1)
reward hacking
(1)
reward model
(1)
out-of-distribution detection
(1)
zero-shot transfer
(1)
rejection sampling
(1)
conditional language model
(1)
Papers
Building Math Agents with Multi-Turn Iterative Preference Learning
ICLR 2025
LiPO: Listwise Preference Optimization through Learning-to-Rank
NAACL 2025
RRM: Robust Reward Model Training Mitigates Reward Hacking
ICLR 2025
Statistical Rejection Sampling Improves Preference Optimization
ICLR 2024
Calibrating Sequence likelihood Improves Conditional Language Generation
ICLR 2023
Improving the Robustness of Summarization Models by Detecting and Removing Input Noise
EMNLP 2023
Out-of-Distribution Detection and Selective Generation for Conditional Language Models
ICLR 2023
ForumSum: A Multi-Speaker Conversation Summarization Dataset
EMNLP 2021
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization
ICML 2020