Proceedings of the Workshop on Enterprise Knowledge Graphs using Large Language Models (EKG-LLM 2023) co-located with 32nd ACM International Conference on Information and Knowledge Management (CIKM 2023), 2023

2022

Function Representations for Binary Similarity.

[BibT_eX]

[DOI]

Luca Massarelli

Giuseppe Antonio Di Luna

Fabio Petroni

Leonardo Querzoni

Roberto Baldoni

IEEE Trans. Dependable Secur. Comput., 2022

Multilingual Autoregressive Entity Linking.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2022

EditEval: An Instruction-Based Benchmark for Text Improvements.

[BibT_eX]

[DOI]

CoRR, 2022

Entity Tagging: Extracting Entities in Text Without Mention Supervision.

[BibT_eX]

[DOI]

CoRR, 2022

Few-shot Learning with Retrieval Augmented Language Models.

[BibT_eX]

[DOI]

CoRR, 2022

Improving Wikipedia Verifiability with AI.

[BibT_eX]

[DOI]

Pierre-Emmanuel Mazaré

Armand Joulin

Edouard Grave

Sebastian Riedel

CoRR, 2022

Autoregressive Search Engines: Generating Substrings as Document Identifiers.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Boosted Dense Retriever.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

GenIE: Generative Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Learning To Recognize Procedural Activities with Distant Supervision.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Open Vocabulary Extreme Classification Using Generative Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

The Web Is Your Oyster - Knowledge-Intensive NLP against a Very Large Web Corpus.

[BibT_eX]

[DOI]

CoRR, 2021

MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

KILT: a Benchmark for Knowledge Intensive Language Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Concept Matching for Low-Resource Classification.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Autoregressive Entity Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Multi-Task Retrieval for Knowledge-Intensive Tasks.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

A Memory Efficient Baseline for Open Domain Question Answering.

[BibT_eX]

[DOI]

CoRR, 2020

KILT: a Benchmark for Knowledge Intensive Language Tasks.

[BibT_eX]

[DOI]

CoRR, 2020

NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned.

[BibT_eX]

[DOI]

Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Scalable Zero-shot Entity Linking with Dense Entity Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

How Decoding Strategies Affect the Verifiability of Generated Text.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Generating Fact Checking Briefs.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

How Context Affects Language Models' Factual Predictions.

[BibT_eX]

[DOI]

Proceedings of the Conference on Automated Knowledge Base Construction, 2020

2019

Zero-shot Entity Linking with Dense Entity Retrieval.

[BibT_eX]

[DOI]

CoRR, 2019

Language Models as Knowledge Bases?

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

SAFE: Self-Attentive Function Embeddings for Binary Similarity.

[BibT_eX]

[DOI]

Luca Massarelli

Giuseppe Antonio Di Luna

Fabio Petroni

Roberto Baldoni

Leonardo Querzoni

Proceedings of the Detection of Intrusions and Malware, and Vulnerability Assessment, 2019

An On-Chain Method for Automatic Entitlement Management Using Blockchain Smart Contracts.

[BibT_eX]

[DOI]

Timothy Nugent

Fabio Petroni

Benedict Whittam Smith

Jochen L. Leidner

Proceedings of the Business Information Systems Workshops, 2019

2018

Targeted interest-driven advertising in cities using Twitter.

[BibT_eX]

[DOI]

Aris Anagnostopoulos

Fabio Petroni

Mara Sorella

Data Min. Knowl. Discov., 2018

Unsupervised Features Extraction for Binary Similarity Using Graph Embedding Neural Networks.

[BibT_eX]

[DOI]

Roberto Baldoni

Giuseppe Antonio Di Luna

Luca Massarelli

Fabio Petroni

Leonardo Querzoni

CoRR, 2018

A Comparison of Two Paraphrase Models for Taxonomy Augmentation.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

An Extensible Event Extraction System With Cross-Media Event Resolution.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017

Exploiting user feedback for online filtering in event-based systems.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2017

A comparison of classification models for natural disaster and critical event detection from news.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

LCBM: a fast and lightweight collaborative filtering algorithm for binary ratings.

[BibT_eX]

[DOI]

J. Syst. Softw., 2016

2015

Echo chambers in the age of misinformation.

[BibT_eX]

[DOI]

Walter Quattrociocchi

CoRR, 2015

Everyday the Same Picture: Popularity and Content Diversity.

[BibT_eX]

[DOI]

Walter Quattrociocchi

CoRR, 2015

Viral Misinformation: The Role of Homophily and Polarization.

[BibT_eX]

[DOI]

Walter Quattrociocchi

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

CORE: Context-Aware Open Relation Extraction with Factorization Machines.

[BibT_eX]

[DOI]

Fabio Petroni

Luciano Del Corro

Rainer Gemulla

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

HDRF: Stream-Based Partitioning for Power-Law Graphs.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

GASGD: stochastic gradient descent for distributed asynchronous matrix completion via graph partitioning.

[BibT_eX]

[DOI]

Fabio Petroni

Leonardo Querzoni

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

LCBM: Statistics-Based Parallel Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Business Information Systems - 17th International Conference, 2014

2012

HSIENA: A Hybrid Publish/Subscribe System.

[BibT_eX]

[DOI]

Fabio Petroni

Leonardo Querzoni

Proceedings of the Computer Safety, Reliability, and Security, 2012

Fabio Petroni

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