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Aleksandra Piktus · SciRah

Researcher profile · Semantic Scholar

Aleksandra Piktus

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Aleksandra Piktus — researcher profile on SciRah

h-index: 18
Works: 33
Citations: 23K

Most-cited papers

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Patrick Lewis, Ethan Perez, Aleksandra Piktus, F. Petroni +8 more
2020Neural Information Processing Systems20K citations
Semantic Scholar
KILT: a Benchmark for Knowledge Intensive Language Tasks
F. Petroni, Aleksandra Piktus, Angela Fan, Patrick Lewis +9 more
2020North American Chapter of the Association for Computational Linguistics901 citations Open access
Semantic Scholar
Scaling Data-Constrained Language Models
B. Barak, Teven Le Scao, Niklas Muennighoff, Aleksandra Piktus +5 more
2023Neural Information Processing Systems491 citations Open access
Semantic Scholar
Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models
Pat Verga, Sebastian Hofstätter, Sophia Althammer, Yixuan Su +5 more
2024arXiv.org394 citations
Semantic Scholar
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them
Patrick Lewis, Yuxiang Wu, Linqing Liu, Pasquale Minervini +4 more
2021Transactions of the Association for Computational Linguistics286 citations Open access
Semantic Scholar
How Context Affects Language Models' Factual Predictions
F. Petroni, Patrick Lewis, Aleksandra Piktus, Tim Rocktäschel +3 more
2020Conference on Automated Knowledge Base Construction277 citations
Semantic Scholar
Aya Expanse: Combining Research Breakthroughs for a New Multilingual Frontier
John Dang, Shivalika Singh, Daniel D'Souza, Arash Ahmadian +41 more
2024arXiv.org149 citations
Semantic Scholar
The Web Is Your Oyster - Knowledge-Intensive NLP against a Very Large Web Corpus
Aleksandra Piktus, F. Petroni, Yizhong Wang, Vladimir Karpukhin +8 more
2021arXiv.org81 citations
Semantic Scholar
FinGPT: Large Generative Models for a Small Language
Risto Luukkonen, Ville Komulainen, Jouni Luoma, Anni Eskelinen +17 more
2023Conference on Empirical Methods in Natural Language Processing74 citations
Semantic Scholar
Domain-matched Pre-training Tasks for Dense Retrieval
Barlas Oğuz, Kushal Lakhotia, Anchit Gupta, Patrick Lewis +7 more
2021NAACL-HLT74 citations Open access
Semantic Scholar
Command A: An Enterprise-Ready Large Language Model
Team Cohere Aakanksha, Arash Ahmadian, Marwan Ahmed, J. Alammar +224 more
202569 citations
Semantic Scholar
Generating Fact Checking Briefs
Angela Fan, Aleksandra Piktus, F. Petroni, Guillaume Wenzek +4 more
2020Conference on Empirical Methods in Natural Language Processing69 citations Open access
Semantic Scholar
Misspelling Oblivious Word Embeddings
Aleksandra Piktus, Necati Bora Edizel, P. Bojanowski, E. Grave +2 more
2019North American Chapter of the Association for Computational Linguistics68 citations Open access
Semantic Scholar
How Decoding Strategies Affect the Verifiability of Generated Text
Luca Massarelli, F. Petroni, Aleksandra Piktus, Myle Ott +4 more
2019Findings60 citations Open access
Semantic Scholar
The ROOTS Search Tool: Data Transparency for LLMs
Aleksandra Piktus, Christopher Akiki, Paulo Villegas, Hugo Laurençon +4 more
2023Annual Meeting of the Association for Computational Linguistics43 citations Open access
Semantic Scholar
Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements
Leandro von Werra, Lewis Tunstall, Abhishek Thakur, A. Luccioni +15 more
2022Conference on Empirical Methods in Natural Language Processing38 citations Open access
Semantic Scholar
Improving Wikipedia verifiability with AI
F. Petroni, Samuel Broscheit, Aleksandra Piktus, Patrick Lewis +10 more
2022Nature Machine Intelligence25 citations Open access
Semantic Scholar
Node Masking: Making Graph Neural Networks Generalize and Scale Better
Pushkar Mishra, Aleksandra Piktus, Gerard Goossen, F. Silvestri
2020arXiv.org23 citations
Semantic Scholar
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration
Aleksandra Piktus, O. Ogundepo, Christopher Akiki, Akintunde Oladipo +5 more
2023Annual Meeting of the Association for Computational Linguistics12 citations Open access
Semantic Scholar
Proceedings of the Fourth Workshop on NLP for Internet Freedom: Censorship, Disinformation, and Propaganda
Antonis Maronikolakis, Hinrich Schütze, Mark Stevenson, T. Brown +496 more
20219 citations Open access
Semantic Scholar
Online tools help large language models to solve problems through reasoning
Aleksandra Piktus
2023Nature6 citations
Semantic Scholar
Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face
Christopher Akiki, O. Ogundepo, Aleksandra Piktus, Xinyu Crystina Zhang +3 more
2023Conference on Empirical Methods in Natural Language Processing5 citations Open access
Semantic Scholar
2025 RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning
Yu Wang, Shiwan Zhao, Zhi-Hu Wang, Ming Fan +124 more
3 citations
Semantic Scholar
37th Annual Conference of Neural Information Processing Systems (NeurIPS)
Thomas Steinke, Milad Nasr, Matthew Jagielski, Rylan Schaeffer +11 more
1 citations
Semantic Scholar
LePaRD: A Dataset of 4+ Million Examples of Judges Citing Precedents
Ledell Lewis, Sergey Wu, Danqi Edunov, Chen +29 more
0 citations
Semantic Scholar
LLMs meet Bloom’s Taxonomy: A Cognitive View on Large Language Model Evaluations
T. Huber, C. Niklaus, A. Conneau, Kartikay Khan-delwal +496 more
0 citations
Semantic Scholar
Task Matters: Knowledge Requirements Shape LLM Responses to Context–Memory Conflict
Kaiser Sun, Fan Bai, M. Dredze, Zhuo-Ran Jin +47 more
0 citations
Semantic Scholar
A UDIT F LOW : Executable Symbolic Environments for Structured Financial Reporting Verification
Yan Wang, Xu-Guang Ai, J. Patel, Xue-Qing Peng +67 more
0 citations
Semantic Scholar
LLM with Relation Classifier for Document-Level Relation Extraction Anonymous ACL submission
Edward J. Hu, Zeyuan Phillip Wallis, A. Zhu, Yuanzhi Li +8 more
0 citations
Semantic Scholar
SMELLM: A Paradigm to Integrating Domain Knowledge into LLMs via the Retrieval Augmented Generation
I. Cunha, M. Robertode, Estevão Filho, Todd +149 more
0 citations
Semantic Scholar
ChronoBias : A Benchmark for Evaluating Time-conditional Group Bias in the Time-sensitive Knowledge of Large Language Models
Kyungmin Kim, Youngbin Choi, Hyounghun Kim, Dongwoo Kim +66 more
0 citations
Semantic Scholar
Breaking mBad! Supervised Fine-tuning for Cross-Lingual Detoxification
Himanshu Beniwal, Youngwoo Kim, S. Dan, Thomas Hartvigsen +125 more
0 citations
Semantic Scholar
PAELLA : Parameter-Efficient Lightweight Language-Agnostic Captioning Model
Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, Annie Miech +90 more
0 citations
Semantic Scholar
Beyond Retrieval: Evidence Access and Event Aggregation in Agent Memory
Ze-Rui Yang, Quan Xue, ChaoruiZhang, Xue-Yan Niu +85 more
0 citations
Semantic Scholar

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