Aryaman Arora
17 papers · 2020–2025 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (37) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Mega-Team · Squad
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Topic Evolution
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Keyword Champion
(3)
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Renaissance Researcher
(6)
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Unstoppable · Bronze
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The Questioner
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Prolific Year · Productive
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Century Club · Bronze
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Trend Setter
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Keyword Collector
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Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(8)
Core AI
(8)
Natural Language Processing
(7)
Core Methods
(6)
Learning Types
(5)
Interdisciplinary
(4)
Linguistics
(4)
Resources & Methods
(4)
Deep Learning
(3)
Understanding
(3)
Computer Science
(2)
Applications · Computer Science
(2)
Applications · Natural Language Processing
(2)
Architectures
(2)
Keywords
low-resource language
(3)
neural network
(3)
south asian language
(3)
transfer learning
(2)
historical linguistics
(2)
syntactic annotation
(2)
language model
(2)
corpus linguistics
(2)
causal abstraction
(2)
cross-lingual transfer
(2)
morphological inflection
(2)
automatic speech recognition
(1)
multilingual nlp
(1)
linguistic annotation
(1)
english syntax
(1)
word segmentation
(1)
text classification
(1)
representation learning
(1)
computational linguistics
(1)
continued pretraining
(1)
Papers
AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders
ICML 2025
Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability
JMLR 2025
CausalGym: Benchmarking causal interpretability methods on linguistic tasks
ACL 2024
IruMozhi: Automatically classifying diglossia in Tamil
NAACL 2024
Predicting positive transfer for improved low-resource speech recognition using acoustic pseudo-tokens
EACL 2024
pyvene: A Library for Understanding and Improving PyTorch Models via Interventions
NAACL 2024
ReFT: Representation Finetuning for Language Models
NeurIPS 2024
Jambu: A historical linguistic database for South Asian languages
ACL 2023
SIGMORPHON–UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection
ACL 2023
Unified Syntactic Annotation of English in the CGEL Framework
ACL 2023
Computational Historical Linguistics and Language Diversity in South Asia
ACL 2022
Estimating the Entropy of Linguistic Distributions
ACL 2022
SIGMORPHON–UniMorph 2022 Shared Task 0: Generalization and Typologically Diverse Morphological Inflection
NAACL 2022
The SIGMORPHON 2022 Shared Task on Morpheme Segmentation
NAACL 2022
Bhāṣācitra: Visualising the dialect geography of South Asia
ACL 2021
PASTRIE: A Corpus of Prepositions Annotated with Supersense Tags in Reddit International English
COLING 2020
Supervised Grapheme-to-Phoneme Conversion of Orthographic Schwas in Hindi and Punjabi
ACL 2020