2021
Marianna Apidianaki and Aina Garí Soler (2021) ALL Dolphins Are Intelligent and SOME Are Friendly: Probing BERT for Nouns’ Semantic Properties and their Prototypicality. In Proceedings of the Fourth BlackBoxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, Punta Cana, Dominican Republic and Online, November, 11.
Aina Garí Soler and Marianna Apidianaki (2021) Let's Play mono-poly: BERT Can Reveal Words' Degree of Polysemy. Transactions of the Association for Computational Linguistics (TACL) journal. MIT Press.
Aina Garí Soler and Marianna Apidianaki (2021) Scalar Adjective Identification and Multilingual Ranking. In Proceedings of the 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2021), Mexico City, Mexico or Online, June 6-11.
Aarne Talman, Marianna Apidianaki, Stergios Chatzikyriakidis and Jörg Tiedemann (2021) NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model Performance. In Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa 2021), Reykjavik, Iceland, May 31-June 2.
2020
Aina Garí Soler and Marianna Apidianaki (2020) BERT Knows Punta Cana is not just Beautiful, it's Gorgeous: Ranking Scalar Adjectives with Contextualised Representations. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) . November 16-20.
Aina Garí Soler and Marianna Apidianaki (2020) MULTISEM at SemEval-2020 Task 3: Fine-tuning BERT for Lexical Meaning. Proceedings of the SemEval-2020 International Workshop on Semantic Evaluation, December 12-13, Barcelona, Spain.
Hande Celikkanat, Sami Virpioja, Jörg Tiedemann and Marianna Apidianaki (2020) Tracking the Traces of Passivization and Negation in Contextualized Representations. In Proceedings of the BlackBoxNLP workshop. November 20.
2019
Stratos Xenouleas, Prodromos Malakasiotis, Marianna Apidianaki and Ion Androutsopoulos (2019) SUM-QE: a BERT-based Summary Quality Estimation Model. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP 2019), Hong Kong.
Sotiris Kotitsas, Dimitris Pappas, Ion Androutsopoulos, Ryan McDonald and Marianna Apidianaki (2019) Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors. Proceedings of BioNLP Workshop at ACL, August 1, Florence, Italy.
Aina Garí Soler, Marianna Apidianaki and Alexandre Allauzen (2019) Word Usage Similarity Estimation with Sentence Representations and Automatic Substitutes. Proceedings of the 8th Joint Conference on Lexical and Computational Semantics (*SEM 2019), June 6-7, Minneapolis, Minnesota, USA.
Reno Kriz, João Sedoc, Marianna Apidianaki, Carolina Zheng, Gaurav Kumar, Eleni Miltsakaki and Chris Callison-Burch (2019) Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification. Proceedings of the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL/HLT), June 2-7, Minneapolis, Minnesota, USA.
Aina Garí Soler, Anne Cocos, Marianna Apidianaki and Chris Callison-Burch (2019) A comparison of context-sensitive models for lexical substitution. Proceedings of the 13th International Conference on Computational Semantics (IWCS 2019), 23-27 May, Gothenburg, Sweden.
Aina Garí Soler, Marianna Apidianaki and Alexandre Allauzen (2019) LIMSI-MULTISEM at the IJCAI SemDeep-5 WiC Challenge: Context Representations for Word Usage Similarity Estimation. Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5) at the 28th International Joint Conference on Artificial Intelligence (IJCAI), August 10-16, Macau, China.
2018
Anne Cocos, Veronica Wharton, Ellie Pavlick, Marianna Apidianaki and Chris Callison-Burch (2018) Learning Scalar Adjective Intensity from Paraphrases. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), October 31-November 4, Brussels, Belgium.
Ajay Patel, Alexander Sands, Chris Callison-Burch and Marianna Apidianaki (2018) Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), System Demonstrations, October 31-November 4, Brussels, Belgium.
Aina Gari, Marianna Apidianaki and Alexandre Allauzen (2018) A comparative study of word embeddings and other features for lexical complexity detection in French. Proceedings of TALN, May 14-18, Rennes, France.
Marianna Apidianaki, Guillaume Wisniewski, Anne Cocos and Chris Callison-Burch (2018) Automated Paraphrase Lattice Creation for HyTER Machine Translation Evaluation. Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL/HLT), June 1-6, New Orleans, Louisiana.
Reno Kriz, Eleni Miltsakaki, Marianna Apidianaki and Chris Callison-Burch (2018) Simplification using Paraphrases and Context-Based Lexical Substitution. Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL/HLT), June 1-6, New Orleans, Louisiana.
Anne Cocos, Marianna Apidianaki and Chris Callison-Burch (2018) Comparing Constraints for Taxonomic Organization. Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL/HLT), June 1-6, New Orleans, Louisiana.
Guillaume Wisniewski, Ophélie Lacroix and François Yvon (2018) Automatically Selecting the Best Dependency Annotation Design with Dynamic Oracles. Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL/HLT), June 1-6, New Orleans, Louisiana.
Lauriane Aufrant, Guillaume Wisniewski and François Yvon (2018) Exploiting Dynamic Oracles to Train Projective Dependency Parsers on Non-projective Trees. Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL/HLT), June 1-6, New Orleans, Louisiana.
2017
Derry Tanti Wijaya, Brendan Callahan, John Hewitt, Xiao Ling, Marianna Apidianaki and Chris Callison-Burch (2017) Learning Translations via Matrix Completion. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), September 7-11, Copenhagen, Denmark, pp. 1453--1464.
Ross Mechanic, Dean Fulgoni, Hannah Cutler, Sneha Rajana, Zheyuan Jack Liu, Bradley Jackson, Anne Cocos, Chris Callison-Burch and Marianna Apidianaki (2017) KnowYourNyms? A Game of Semantic Relationships. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), System Demonstrations, September 7-11, Copenhagen, Denmark, pp. 37--42.
Anne Cocos, Marianna Apidianaki and Chris Callison-Burch (2017) Mapping the Paraphrase Database to WordNet. Proceedings of the Sixth Joint Conference on Lexical and Computational Semantics (*SEM), August 3-4, Vancouver, Canada, pp. 84--90.
Sneha Rajana, Chris Callison-Burch, Marianna Apidianaki and Vered Shwartz (2017) Learning Antonyms with Paraphrases and a Morphology-aware Neural Network. Proceedings of the Sixth Joint Conference on Lexical and Computational Semantics (*SEM), August 3-4, Vancouver, Canada, pp. 12--21.
Anne Cocos, Marianna Apidianaki and Chris Callison-Burch (2017) Best paper award Word Sense Filtering Improves Embedding-Based Lexical Substitution. Proceedings of the EACL Workshop on Sense, Concept and Entity Representations and their Applications, April 4, Valencia, Spain, pp. 110--119.
2016
Marianna Apidianaki (2016) Vector-space Models for PPDB Paraphrase Ranking in Context. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), November 2-6, Austin, Texas.