Aleksandra Piktus
13 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (23) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Mega-Team · Squad
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Keyword Champion
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Keyword Pioneer
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Century Club · Bronze
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Unstoppable · Bronze
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Prolific Year · Productive
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Research topics
Natural Language Processing
(12)
Applications · Natural Language Processing
(6)
Generation
(6)
Deep Learning
(4)
Machine Learning
(4)
Resources & Methods
(4)
Artificial Intelligence
(3)
Core AI
(3)
Models
(3)
Computer Science
(2)
Applications · Computer Science
(2)
Core Methods
(2)
Optimization & Theory
(2)
Application Areas
(1)
Learning Types
(1)
Keywords
large language model
(3)
search engine
(3)
language model
(3)
information retrieval
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dense retrieval
(2)
text generation
(2)
model evaluation
(2)
data repetition
(2)
seq2seq model
(2)
question answering
(2)
reproducible research
(2)
fact checking
(2)
text retrieval
(1)
token efficiency
(1)
text representation
(1)
domain adaptation
(1)
passage retrieval
(1)
model benchmarking
(1)
language model training
(1)
pre-trained language model
(1)
Papers
Scaling Data-Constrained Language Models
JMLR 2025
FinGPT: Large Generative Models for a Small Language
EMNLP 2023
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration
ACL 2023
Scaling Data-Constrained Language Models
NeurIPS 2023
Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face
EMNLP 2023
The ROOTS Search Tool: Data Transparency for LLMs
ACL 2023
Domain-matched Pre-training Tasks for Dense Retrieval
NAACL 2022
Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements
EMNLP 2022
KILT: a Benchmark for Knowledge Intensive Language Tasks
NAACL 2021
Generating Fact Checking Briefs
EMNLP 2020
How Decoding Strategies Affect the Verifiability of Generated Text
EMNLP 2020
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
NeurIPS 2020
Misspelling Oblivious Word Embeddings
NAACL 2019