Alessandro Stolfo
12 papers · 2022–2025 · 7 conferences · across top CS/AI conferences
Achievements
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Century Club
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Conferences
EMNLP (3)
ACL (2)
ICML (2)
NAACL (2)
EACL (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
arithmetic reasoning
(2)
large language model
(2)
language model
(2)
coreference resolution
(2)
mathematical reasoning
(1)
attention mechanism
(1)
causal inference
(1)
chain-of-thought reasoning
(1)
transfer learning
(1)
factual accuracy
(1)
weak supervision
(1)
error detection
(1)
hidden state
(1)
retrieval-augmented generation
(1)
mechanistic interpretability
(1)
knowledge distillation
(1)
token frequency
(1)
behavioral testing
(1)
reasoning capability
(1)
few-shot learning
(1)
Papers
Probing for Arithmetic Errors in Language Models
EMNLP 2025
MIB: A Mechanistic Interpretability Benchmark
ICML 2025
Improving Instruction-Following in Language Models through Activation Steering
ICLR 2025
Groundedness in Retrieval-augmented Long-form Generation: An Empirical Study
NAACL 2024
Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners?
ICML 2024
Confidence Regulation Neurons in Language Models
NIPS 2024
Longtonotes: OntoNotes with Longer Coreference Chains
EACL 2023
Distilling Reasoning Capabilities into Smaller Language Models
ACL 2023
A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models
ACL 2023
Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models
EMNLP 2023
A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis
EMNLP 2023
A Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak Supervision
NAACL 2022