NLPExplorer

Marco Valentino

Number of Papers:- 30

Number of Citations:- 0

First ACL Paper:- 2017

Latest ACL Paper:- 2024

Venues:-

NAACL

COLING

NALOMA

EMNLP

TextGraphs

Findings

SemEval

LREC

TACL

IWCS

ACL

EACL

MathNLP

IJCNLP

Co-Authors:-

Similar Authors:-

SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials SemEval

Mael Jullien | Marco Valentino | André Freitas |

Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders F i n d i n g s - E A C L

Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement EACL

Xin Quan | Marco Valentino | Louise Dennis | Andre Freitas |

Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions EACL

Marco Valentino | Danilo Carvalho | Andre Freitas |

Proceedings of the 2nd Workshop on Mathematical Natural Language Processing @ LREC-COLING 2024 MathNLP WS

Marco Valentino | Deborah Ferreira | Mokanarangan Thayaparan | Andre Freitas |

Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders F i n d i n g s - N A A C L

A Symbolic Framework for Evaluating Mathematical Reasoning and Generalisation with Transformers NAACL

Jordan Meadows | Marco Valentino | Damien Teney | Andre Freitas |

Multi-Operational Mathematical Derivations in Latent Space NAACL

Marco Valentino | Jordan Meadows | Lan Zhang | Andre Freitas |

Proceedings of TextGraphs-17: Graph-based Methods for Natural Language Processing TextGraphs WS

Inference to the Best Explanation in Large Language Models ACL

Dhairya Dalal | Marco Valentino | Andre Freitas | Paul Buitelaar |

Verification and Refinement of Natural Language Explanations through LLM-Symbolic Theorem Proving EMNLP

Xin Quan | Marco Valentino | Louise A. Dennis | Andre Freitas |

Introductory Tutorial: Reasoning with Natural Language Explanations EMNLP

Marco Valentino | André Freitas |

Interventional Probing in High Dimensions: An NLI Case Study F i n d i n g s - E A C L

Julia Rozanova | Marco Valentino | Lucas Cordeiro | André Freitas |

SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data SemEval

NLI4CT: Multi-Evidence Natural Language Inference for Clinical Trial Reports EMNLP

To be or not to be an Integer? Encoding Variables for Mathematical Text ACL Findings

Case-Based Abductive Natural Language Inference COLING

Marco Valentino | Mokanarangan Thayaparan | André Freitas |

TextGraphs 2022 Shared Task on Natural Language Premise Selection COLING TextGraphs WS

Proceedings of TextGraphs-16: Graph-based Methods for Natural Language Processing COLING TextGraphs WS

Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference TACL

Unification-based Reconstruction of Multi-hop Explanations for Science Questions EACL

Marco Valentino | Mokanarangan Thayaparan | André Freitas |

TextGraphs 2021 Shared Task on Multi-Hop Inference for Explanation Regeneration NAACL TextGraphs

Peter Jansen | Mokanarangan Thayaparan | Marco Valentino | Dmitry Ustalov |

Do Natural Language Explanations Represent Valid Logical Arguments? Verifying Entailment in Explainable NLI Gold Standards IWCS

Marco Valentino | Ian Pratt-Hartmann | André Freitas |

Supporting Context Monotonicity Abstractions in Neural NLI Models IWCS NALOMA

Does My Representation Capture X? Probe-Ably ACL IJCNLP

Explainable Inference Over Grounding-Abstract Chains for Science Questions Findings

Mokanarangan Thayaparan | Marco Valentino | André Freitas |

Encoding Explanatory Knowledge for Zero-shot Science Question Answering IWCS

Zili Zhou | Marco Valentino | Donal Landers | André Freitas |

A Framework for Evaluation of Machine Reading Comprehension Gold Standards LREC

Identifying Supporting Facts for Multi-hop Question Answering with Document Graph Networks EMNLP WS

Mokanarangan Thayaparan | Marco Valentino | Viktor Schlegel | André Freitas |

Graph Databases for Designing High-Performance Speech Recognition Grammars IWCS WS

Maria Di Maro | Marco Valentino | Anna Riccio | Antonio Origlia |