Fabio Petroni
26 papers · 2015–2026 · 10 conferences · across top CS/AI conferences
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Taxonomy Completionist
(51)
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(18)
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(7)
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(25)
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Keyword Collector
(88)
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(7)
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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
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