Sergiu Nisioi
19 papers · 2012–2026 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (43) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Topic Evolution
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Renaissance Researcher
(5)
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The Questioner
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Prolific Year · Productive
💎
Century Club · Bronze
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Keyword Collector
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Top co-authors
Research topics
Natural Language Processing
(14)
Machine Learning
(12)
Core Methods
(10)
Applications
(9)
Deep Learning
(6)
Learning Types · Machine Learning
(6)
Resources & Methods
(5)
Generation
(4)
Learning Types · Deep Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Architectures
(3)
Core AI
(3)
Computer Science
(1)
Healthcare & Medicine
(1)
Keywords
text classification
(4)
large language model
(3)
lexical simplification
(3)
low-resource language
(3)
text simplification
(3)
romanian language
(3)
complexity prediction
(2)
supervised learning
(1)
natural language processing
(1)
multi-task learning
(1)
multimodal learning
(1)
parallel corpus
(1)
neural machine translation
(1)
part-of-speech tagging
(1)
prompt engineering
(1)
sequence labeling
(1)
hierarchical reasoning
(1)
multi-class classification
(1)
pairwise ranking
(1)
machine translation
(1)
Papers
Archaeology at SemEval-2026 Task 13: Fine-Tuning Pre-Trained Code Models for AI-Generated Code Detection
SemEval 2026
Archaeology at WE-2026 PARSEME 2.0 Subtask 1 and 2: Parsing is for Encoders, Paraphrasing is for LLMs
EACL 2026
Automatic Correction of Writing Anomalies in Hausa Texts
ACL 2026
DCSN-NLP at MWE-2026 AdMIRe 2: Bridging Literal and Figurative Meaning Through Hierarchical Multimodal Reasoning
EACL 2026
MorphoFiltered-Gemini at MWE-2026 PARSEME 2.0 Subtask 1: Tackling LLM Overgeneration via Universal POS-based Constraints
EACL 2026
SG-UniBuc-NLP at SemEval-2026 Task 6: Multi-Head RoBERTa with Chunking for Long-Context Evasion Detection
SemEval 2026
A Comparison of Elementary Baselines for BabyLM
EMNLP 2025
Archaeology at BEA 2025 Shared Task: Are Simple Baselines Good Enough?
ACL 2025
Archaeology at TSAR 2025 Shared Task Teaching Small Models to do CEFR Simplifications
EMNLP 2025
Dialectal and Low Resource Machine Translation for Aromanian
COLING 2025
RALS: Resources and Baselines for Romanian Automatic Lexical Simplification
EMNLP 2025
A Multilingual Parallel Corpus for Aromanian
COLING 2024
Archaeology at MLSP 2024: Machine Translation for Lexical Complexity Prediction and Lexical Simplification
NAACL 2024
Cheap Ways of Extracting Clinical Markers from Texts
EACL 2024
Clark Kent at SemEval-2023 Task 5: SVMs, Transformers, and Pixels for Clickbait Spoiling
SemEval 2023
Content Extraction and Lexical Analysis from Customer-Agent Interactions
EMNLP 2018
Exploring Neural Text Simplification Models
ACL 2017
On the Similarities Between Native, Non-native and Translated Texts
ACL 2016
Authorial Studies using Ranked Lexical Features
COLING 2012