Dmitry Nikolaev
14 papers · 2020–2025 · 5 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (26) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Research topics
Machine Learning
(9)
Natural Language Processing
(8)
Core Methods
(6)
Interdisciplinary
(5)
Resources & Methods
(5)
Artificial Intelligence
(4)
Linguistics
(4)
Understanding
(4)
Applications
(3)
Learning Types
(3)
Core AI
(2)
Learning Paradigms
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Keywords
cross-lingual transfer
(4)
universal dependencies
(4)
sentence embedding
(3)
manifesto analysis
(2)
sequence labeling
(2)
low-resource language
(2)
syntactic divergence
(2)
lexical semantics
(1)
relation extraction
(1)
text classification
(1)
semantic analysis
(1)
parallel corpus
(1)
computational linguistics
(1)
syntactic analysis
(1)
syntactic parsing
(1)
in-context learning
(1)
label aggregation
(1)
cross-linguistic analysis
(1)
similarity computation
(1)
model interpretability
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Papers
Strategies for political-statement segmentation and labelling in unstructured text
NAACL 2025
Approximate Attributions for Off-the-Shelf Siamese Transformers
EACL 2024
Classifier identification in Ancient Egyptian as a low-resource sequence-labelling task
ACL 2024
Additive manifesto decomposition: A policy domain aware method for understanding party positioning
ACL 2023
Adverbs, Surprisingly
ACL 2023
An Attribution Method for Siamese Encoders
EMNLP 2023
Improving Cross-lingual Transfer through Subtree-aware Word Reordering
EMNLP 2023
Investigating Semantic Subspaces of Transformer Sentence Embeddings through Linear Structural Probing
EMNLP 2023
Multilingual estimation of political-party positioning: From label aggregation to long-input Transformers
EMNLP 2023
Representation biases in sentence transformers
EACL 2023
Word-order Typology in Multilingual BERT: A Case Study in Subordinate-Clause Detection
NAACL 2022
On the Relation between Syntactic Divergence and Zero-Shot Performance
EMNLP 2021
Classifying Syntactic Errors in Learner Language
CoNLL 2020
Fine-Grained Analysis of Cross-Linguistic Syntactic Divergences
ACL 2020