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Transformers as Graph-to-Graph Models., , , and . CoRR, (2023)Learning Word Embeddings for Hyponymy with Entailment-Based Distributional Semantics.. CoRR, (2017)A Bayesian Model of Multilingual Unsupervised Semantic Role Induction., and . CoRR, (2016)Description Based Parsing in a Connectionist Network. University of Pennsylvania, Philadelphia, PA, (1994)Undirected Machine Translation with Discriminative Reinforcement Learning., and . EACL, page 10-19. The Association for Computer Linguistics, (2014)Neural Network Probability Estimation for Broad Coverage Parsing.. EACL, page 131-138. The Association for Computer Linguistics, (2003)Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers., , , , and . *SEM@NAACL-HLT, page 89-100. Association for Computational Linguistics, (2022)Syntax-Aware Graph-to-Graph Transformer for Semantic Role Labelling., and . RepL4NLP@ACL, page 174-186. Association for Computational Linguistics, (2023)Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning., , , and . CoNLL, page 337-348. Association for Computational Linguistics, (2021)Learning Semantic Composition to Detect Non-compositionality of Multiword Expressions., , and . EMNLP, page 1733-1742. The Association for Computational Linguistics, (2015)