Irina Nikishina
19 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (42) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Dynamic Duo
(12)
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Prolific Year · Productive
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Unstoppable · Bronze
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The Questioner
(3)
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Century Club · Bronze
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Renaissance Researcher
(5)
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Keyword Collector
(62)
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Research topics
Natural Language Processing
(14)
Artificial Intelligence
(10)
Core AI
(9)
Applications
(8)
Machine Learning
(7)
Resources & Methods
(7)
Deep Learning
(5)
Learning Paradigms
(3)
Learning Types · Deep Learning
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Learning Types · Machine Learning
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Knowledge & Reasoning
(2)
Architectures
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Core Methods
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Representation
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Interdisciplinary
(1)
Keywords
large language model
(7)
taxonomy enrichment
(5)
retrieval-augmented generation
(4)
argument mining
(3)
zero-shot learning
(3)
comparative question answering
(3)
stance classification
(2)
low-resource language
(2)
question generation
(1)
code generation
(1)
machine translation
(1)
cross-modal learning
(1)
knowledge graph question answering
(1)
text style transfer
(1)
semantic analysis
(1)
logistic regression
(1)
taxonomy learning
(1)
graph embedding
(1)
semantic similarity
(1)
question answering
(1)
Papers
Multilingual Idioms in Sentences and Conversations Across High-, Medium-, and Low-Resource Languages
ACL 2026
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home
ACL 2025
CompUGE-Bench: Comparative Understanding and Generation Evaluation Benchmark for Comparative Question Answering
COLING 2025
How to Compare Things Properly? A Study of Argument Relevance in Comparative Question Answering
ACL 2025
Are Large Language Models Good at Lexical Semantics? A Case of Taxonomy Learning
COLING 2024
CAM 2.0: End-to-End Open Domain Comparative Question Answering System
COLING 2024
Industry vs Academia: Running a Course on Transformers in Two Setups
ACL 2024
Low-Resource Machine Translation through the Lens of Personalized Federated Learning
EMNLP 2024
On Improving Repository-Level Code QA for Large Language Models
ACL 2024
Sövereign at The Perspective Argument Retrieval Shared Task 2024: Using LLMs with Argument Mining
ACL 2024
TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks
ACL 2024
TextGraphs 2024 Shared Task on Text-Graph Representations for Knowledge Graph Question Answering
ACL 2024
UHH at AVeriTeC: RAG for Fact-Checking with Real-World Claims
EMNLP 2024
Predicting Terms in IS-A Relations with Pre-trained Transformers
IJCNLP 2023
A Study on Manual and Automatic Evaluation for Text Style Transfer: The Case of Detoxification
ACL 2022
Cross-Modal Contextualized Hidden State Projection Method for Expanding of Taxonomic Graphs
COLING 2022
TaxFree: a Visualization Tool for Candidate-free Taxonomy Enrichment
AACL 2022
Evaluation of Taxonomy Enrichment on Diachronic WordNet Versions
EACL 2021
Studying Taxonomy Enrichment on Diachronic WordNet Versions
COLING 2020