Charles Lovering
6 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(3)
Machine Learning
(3)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Learning Types
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Applications · Reinforcement Learning
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Learning Paradigms
(1)
Methods
(1)
Keywords
model probing
(1)
reinforcement learning
(1)
probabilistic modeling
(1)
question answering
(1)
model evaluation
(1)
code generation
(1)
reading comprehension
(1)
program synthesis
(1)
document retrieval
(1)
neural network interpretability
(1)
financial analysis
(1)
game playing
(1)
probability calibration
(1)
monte carlo tree search
(1)
inductive bia
(1)
language model
(1)
pre-trained model
(1)
financial benchmark
(1)
quantitative reasoning
(1)
code synthesis
(1)
Papers
Language Model Probabilities are Not Calibrated in Numeric Contexts
ACL 2025
SEC-QA: A Systematic Evaluation Corpus for Financial QA
EMNLP 2025
BizBench: A Quantitative Reasoning Benchmark for Business and Finance
ACL 2024
DocFinQA: A Long-Context Financial Reasoning Dataset
ACL 2024
Evaluation beyond Task Performance: Analyzing Concepts in AlphaZero in Hex
NeurIPS 2022
Predicting Inductive Biases of Pre-Trained Models
ICLR 2021