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Alessandro Stolfo
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 12
Top Topics
Coreference Resolution
Language Model
Causal Inferences
N Gram
Top Venues
CoRR
EMNLP
*SEM@NAACL-HLT
ACL (Findings)
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Publications
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Andreas Opedal
,
Alessandro Stolfo
,
Haruki Shirakami
,
Ying Jiao
,
Ryan Cotterell
,
Bernhard Schölkopf
,
Abulhair Saparov
,
Mrinmaya Sachan
Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners?
CoRR
(2024)
Yifan Hou
,
Jiaoda Li
,
Yu Fei
,
Alessandro Stolfo
,
Wangchunshu Zhou
,
Guangtao Zeng
,
Antoine Bosselut
,
Mrinmaya Sachan
Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models.
EMNLP
(2023)
Yifan Hou
,
Jiaoda Li
,
Yu Fei
,
Alessandro Stolfo
,
Wangchunshu Zhou
,
Guangtao Zeng
,
Antoine Bosselut
,
Mrinmaya Sachan
Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models.
CoRR
(2023)
Alessandro Stolfo
,
Zhijing Jin
,
Kumar Shridhar
,
Bernhard Schölkopf
,
Mrinmaya Sachan
A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models.
ACL (1)
(2023)
Kumar Shridhar
,
Nicholas Monath
,
Raghuveer Thirukovalluru
,
Alessandro Stolfo
,
Manzil Zaheer
,
Andrew McCallum
,
Mrinmaya Sachan
Longtonotes: OntoNotes with Longer Coreference Chains.
EACL (Findings)
(2023)
Alessandro Stolfo
,
Yonatan Belinkov
,
Mrinmaya Sachan
A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis.
EMNLP
(2023)
Kumar Shridhar
,
Alessandro Stolfo
,
Mrinmaya Sachan
Distilling Reasoning Capabilities into Smaller Language Models.
ACL (Findings)
(2023)
Alessandro Stolfo
,
Yonatan Belinkov
,
Mrinmaya Sachan
Understanding Arithmetic Reasoning in Language Models using Causal Mediation Analysis.
CoRR
(2023)
Kumar Shridhar
,
Nicholas Monath
,
Raghuveer Thirukovalluru
,
Alessandro Stolfo
,
Manzil Zaheer
,
Andrew McCallum
,
Mrinmaya Sachan
Longtonotes: OntoNotes with Longer Coreference Chains.
CoRR
(2022)
Alessandro Stolfo
,
Zhijing Jin
,
Kumar Shridhar
,
Bernhard Schölkopf
,
Mrinmaya Sachan
A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models.
CoRR
(2022)
Kumar Shridhar
,
Alessandro Stolfo
,
Mrinmaya Sachan
Distilling Multi-Step Reasoning Capabilities of Large Language Models into Smaller Models via Semantic Decompositions.
CoRR
(2022)
Alessandro Stolfo
,
Chris Tanner
,
Vikram Gupta
,
Mrinmaya Sachan
A Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak Supervision.
*SEM@NAACL-HLT
(2022)