Aleksandra Piktus

Publications by Year

Research Areas

Natural Language Processing Techniques, Topic Modeling, Multimodal Machine Learning Applications, Wikis in Education and Collaboration, Semantic Web and Ontologies

Most-Cited Works

• → How Context Affects Language Models' Factual Predictions(2020)80 cited
• → Misspelling Oblivious Word Embeddings(2019)62 cited
• → Proceedings of the 5th Workshop on Representation Learning for NLP(2020)48 cited
• → Domain-matched Pre-training Tasks for Dense Retrieval(2022)40 cited
• → Generating Fact Checking Briefs(2020)39 cited
• → PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them(2021)35 cited
• → Scaling Data-Constrained Language Models(2023)32 cited
• → KILT: a Benchmark for Knowledge Intensive Language Tasks(2021)28 cited
• → The Web Is Your Oyster - Knowledge-Intensive NLP against a Very Large Web Corpus(2021)24 cited