← Authors

Fabio Petroni

26 papers · 2015–2026 · 10 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (9) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (51) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ† Keyword Champion (3) 🀝 Dynamic Duo (18) 🌱 Topic Pioneer ⚑ Prolific Year (7) πŸ’Ž Century Club (25) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (88) πŸ”₯ Unstoppable (7) ❓ The Questioner (3)

Conferences

EMNLP (7) NAACL (5) ACL (3) ICLR (3) IJCNLP (2) NIPS (2) CONLL (1) CVPR (1) EACL (1) JMLR (1)

Top co-authors

Sebastian Riedel (18) Patrick Lewis (10) Gautier Izacard (5) Tim RocktΓ€schel (5) Aleksandra Piktus (4) Edouard Grave (4) Vladimir Karpukhin (4) Vassilis Plachouras (4) Timo Schick (4) Jean Maillard (3)

Keywords

question answering (6) information retrieval (4) knowledge base (4) language model (4) few-shot learning (4) entity linking (3) knowledge-intensive task (3) dense retrieval (3) open-domain question answering (3) large language model (3) fact checking (3) seq2seq model (3) information extraction (2) model compression (2) multi-task learning (2) relational knowledge (2) neural retrieval (2) domain adaptation (2) text editing (2) text generation (2)

Papers

CacheNotes: Task-Aware Key-Value Cache Compression for Reasoning-Intensive Knowledge Tasks EACL 2026
EditEval: An Instruction-Based Benchmark for Text Improvements EMNLP 2024
EditEval: An Instruction-Based Benchmark for Text Improvements CONLL 2024
Atlas: Few-shot Learning with Retrieval Augmented Language Models JMLR 2023
PEER: A Collaborative Language Model ICLR 2023
Can discrete information extraction prompts generalize across language models? ICLR 2023
Learning To Recognize Procedural Activities With Distant Supervision CVPR 2022
Open Vocabulary Extreme Classification Using Generative Models ACL 2022
GenIE: Generative Information Extraction NAACL 2022
Boosted Dense Retriever NAACL 2022
EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing EMNLP 2022
Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models ACL 2022
Autoregressive Search Engines: Generating Substrings as Document Identifiers NIPS 2022
Multi-Task Retrieval for Knowledge-Intensive Tasks ACL 2021
Autoregressive Entity Retrieval ICLR 2021
Multi-Task Retrieval for Knowledge-Intensive Tasks IJCNLP 2021
KILT: a Benchmark for Knowledge Intensive Language Tasks NAACL 2021
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks NIPS 2020
Scalable Zero-shot Entity Linking with Dense Entity Retrieval EMNLP 2020
Generating Fact Checking Briefs EMNLP 2020
How Decoding Strategies Affect the Verifiability of Generated Text EMNLP 2020
Language Models as Knowledge Bases? IJCNLP 2019
Language Models as Knowledge Bases? EMNLP 2019
A Comparison of Two Paraphrase Models for Taxonomy Augmentation NAACL 2018
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines NAACL 2018
CORE: Context-Aware Open Relation Extraction with Factorization Machines EMNLP 2015