Lucas Weber
8 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
Top co-authors
Research topics
Natural Language Processing
(7)
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Resources & Methods
(4)
Application Areas
(3)
Core Methods
(3)
Generation
(3)
Applications · Natural Language Processing
(2)
Reinforcement Learning
(1)
Applications · Reinforcement Learning
(1)
Learning Types
(1)
Optimization & Theory
(1)
Keywords
large language model
(3)
instruction tuning
(2)
representation learning
(2)
multi-task learning
(1)
prompt-based learning
(1)
code generation
(1)
language modeling
(1)
data selection
(1)
statistical estimation
(1)
quantile estimation
(1)
clustering algorithm
(1)
regret bound
(1)
language model
(1)
prompt evaluation
(1)
benchmark robustness
(1)
performance distribution
(1)
language understanding
(1)
long-term memory
(1)
prompt sensitivity
(1)
in-context learning
(1)
Papers
From Tools to Teammates: Evaluating LLMs in Multi-Session Coding Interactions
ACL 2025
Stratified Selective Sampling for Instruction Tuning with Dedicated Scoring Strategy
EMNLP 2025
Efficient multi-prompt evaluation of LLMs
NeurIPS 2024
Interpretability of Language Models via Task Spaces
ACL 2024
Reinforcement Learning and Regret Bounds for Admission Control
ICML 2024
tinyBenchmarks: evaluating LLMs with fewer examples
ICML 2024
Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning
CoNLL 2023
Language Modelling as a Multi-Task Problem
EACL 2021