Tobias Schnabel
11 papers · 2013–2026 · 8 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22)
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Trend Setter
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Conference Pioneer
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Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types
(4)
Optimization & Theory · Machine Learning
(4)
Natural Language Processing
(3)
Resources & Methods
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Optimization & Theory · Deep Learning
(1)
Reasoning
(1)
Keywords
large language model
(3)
reinforcement learning
(2)
causal inference
(2)
matrix factorization
(1)
natural language processing
(1)
prompt engineering
(1)
deep learning
(1)
instruction tuning
(1)
text simplification
(1)
empirical risk minimization
(1)
implicit feedback
(1)
regret bound
(1)
online algorithm
(1)
causal effect
(1)
recommendation system
(1)
user feedback
(1)
prompt optimization
(1)
retrieval-augmented generation
(1)
alignment evaluation
(1)
position bia
(1)
Papers
A Course Correction in Steerability Evaluation: Revealing Miscalibration and Side Effects in LLMs
AAAI 2026
On Overcoming Miscalibrated Conversational Priors in LLM-based ChatBots
UAI 2024
Symbolic Prompt Program Search: A Structure-Aware Approach to Efficient Compile-Time Prompt Optimization
EMNLP 2024
Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text
ACL 2021
Deep Generalized Method of Moments for Instrumental Variable Analysis
NeurIPS 2019
Unbiased Learning-to-Rank with Biased Feedback
IJCAI 2018
Recommendations as Treatments: Debiasing Learning and Evaluation
ICML 2016
Evaluation methods for unsupervised word embeddings
EMNLP 2015
Online Updating of Word Representations for Part-of-Speech Tagging
EMNLP 2015
Stable Coactive Learning via Perturbation
ICML 2013
Towards Robust Cross-Domain Domain Adaptation for Part-of-Speech Tagging
IJCNLP 2013