Massimiliano Ciaramita

According to our database1, Massimiliano Ciaramita authored at least 62 papers between 2000 and 2024.

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Bibliography

2024
Assessing Large Language Models on Climate Information.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Probing in Context: Toward Building Robust Classifiers via Probing Large Language Models.
CoRR, 2023

2022
Boosting Search Engines with Interactive Agents.
Trans. Mach. Learn. Res., 2022

Zero-Shot Retrieval with Search Agents and Hybrid Environments.
CoRR, 2022

Decoding a Neural Retriever's Latent Space for Query Suggestion.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021
Boosting Search Engines with Interactive Agents.
CoRR, 2021

2020
CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims.
CoRR, 2020

ClimaText: A Dataset for Climate Change Topic Detection.
CoRR, 2020

On Identifiability in Transformers.
Proceedings of the 8th International Conference on Learning Representations, 2020

2019
SMAPH: A Piggyback Approach for Entity-Linking in Web Queries.
ACM Trans. Inf. Syst., 2019

Meta Answering for Machine Reading.
CoRR, 2019

Multi-agent query reformulation: Challenges and the role of diversity.
Proceedings of the Deep Reinforcement Learning Meets Structured Prediction, 2019

2018
Learning to Coordinate Multiple Reinforcement Learning Agents for Diverse Query Reformulation.
CoRR, 2018

Zero-Shot Dual Machine Translation.
CoRR, 2018

Analyzing Language Learned by an Active Question Answering Agent.
CoRR, 2018

Ask the Right Questions: Active Question Reformulation with Reinforcement Learning.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
Text Mining for Advertising.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

2016
A Piggyback System for Joint Entity Mention Detection and Linking in Web Queries.
Proceedings of the 25th International Conference on World Wide Web, 2016

2015
A Computationally Efficient Algorithm for Learning Topical Collocation Models.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Using Entity Information from a Knowledge Base to Improve Relation Extraction.
Proceedings of the Australasian Language Technology Association Workshop, 2015

2014
The SMAPH system for query entity recognition and disambiguation.
Proceedings of the ERD'14, 2014

A Scalable Gibbs Sampler for Probabilistic Entity Linking.
Proceedings of the Advances in Information Retrieval, 2014

2013
Scalable Probabilistic Entity-Topic Modeling.
CoRR, 2013

A framework for benchmarking entity-annotation systems.
Proceedings of the 22nd International World Wide Web Conference, 2013

2012
Topical clustering of search results.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

2011
Learning to Rank Answers to Non-Factoid Questions from Web Collections.
Comput. Linguistics, 2011

Piggyback: Using Search Engines for Robust Cross-Domain Named Entity Recognition.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010
Text Mining for Advertising.
Proceedings of the Encyclopedia of Machine Learning, 2010

Generalized syntactic and semantic models of query reformulation.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Learning Dense Models of Query Similarity from User Click Logs.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Instance Sense Induction from Attribute Sets.
Proceedings of the COLING 2010, 2010

Dependency Parsing with Second-Order Feature Maps and Annotated Semantic Information.
Proceedings of the Trends in Parsing Technology, 2010

2009
Gazpacho and summer rash: lexical relationships from temporal patterns of web search queries.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Company-Oriented Extractive Summarization of Financial News.
Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009

The CoNLL-2009 Shared Task: Syntactic and Semantic Dependencies in Multiple Languages.
Proceedings of the Thirteenth Conference on Computational Natural Language Learning: Shared Task, 2009

2008
Unsupervised Learning of Semantic Relations for Molecular Biology Ontologies.
Proceedings of the Ontology Learning and Population: Bridging the Gap between Text and Knowledge, 2008

Learning to Tag and Tagging to Learn: A Case Study on Wikipedia.
IEEE Intell. Syst., 2008

Online learning from click data for sponsored search.
Proceedings of the 17th International Conference on World Wide Web, 2008

Towards Semantic Search.
Proceedings of the Natural Language and Information Systems, 2008

Boosting image retrieval through aggregating search results based on visual annotations.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Supersense Tagger for Italian.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Semantically Annotated Snapshot of the English Wikipedia.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

DeSRL: A Linear-Time Semantic Role Labeling System.
Proceedings of the Twelfth Conference on Computational Natural Language Learning, 2008

To swing or not to swing: learning when (not) to advertise.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Learning to Rank Answers on Large Online QA Collections.
Proceedings of the ACL 2008, 2008

2007
World knowledge in broad-coverage information filtering.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

UNT-Yahoo: SuperSenseLearner: Combining SenseLearner with SuperSense and other Coarse Semantic Features.
Proceedings of the 4th International Workshop on Semantic Evaluations, 2007

Tree Revision Learning for Dependency Parsing.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007

Dependency Parsing with Second-Order Feature Maps and Annotated Semantic Information.
Proceedings of the Tenth International Conference on Parsing Technologies, 2007

Multilingual Dependency Parsing and Domain Adaptation using DeSR.
Proceedings of the EMNLP-CoNLL 2007, 2007

Ranking very many typed entities on wikipedia.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

A noisy-channel approach to contextual advertising.
Proceedings of the 1st international workshop on Data mining and audience intelligence for advertising, 2007

2006
Qood grid: A metaontology-based framework for ontology evaluation and selection.
Proceedings of 4th International EON Workshop 2006 Evaluation of Ontologies for the Web Co-located with the WWW2006 Edinburgh, 2006

Modelling Ontology Evaluation and Validation.
Proceedings of the Semantic Web: Research and Applications, 2006

Broad-Coverage Sense Disambiguation and Information Extraction with a Supersense Sequence Tagger.
Proceedings of the EMNLP 2006, 2006

A Figure of Merit for the Evaluation of Web-Corpus Randomness.
Proceedings of the EACL 2006, 2006

2005
A theoretical framework for ontology evaluation and validation.
Proceedings of the SWAP 2005, 2005

Unsupervised Learning of Semantic Relations between Concepts of a Molecular Biology Ontology.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

2004
Multi-component Word Sense Disambiguation.
Proceedings of the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text, 2004

2003
Hierarchical Semantic Classification: Word Sense Disambiguation with World Knowledge.
Proceedings of the IJCAI-03, 2003

Supersense Tagging of Unknown Nouns in WordNet.
Proceedings of the Conference on Empirical Methods in Natural Language Processing, 2003

2000
Explaining away ambiguity: Learning verb selectional preference with Bayesian networks.
Proceedings of the COLING 2000, 18th International Conference on Computational Linguistics, Proceedings of the Conference, 2 Volumes, July 31, 2000


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