NLPExplorer

Andre Freitas

Number of Papers:- 69

Number of Citations:- 13

First ACL Paper:- 2015

Latest ACL Paper:- 2024

Venues:-

NAACL

CRAC

COLING

NALOMA

EMNLP

TextGraphs

Findings

SemEval

LREC

CogALex

Eval4NLP

TACL

IWCS

ACL

CODI

EACL

*SEMEVAL

MathNLP

IJCNLP

INLG

Co-Authors:-

Alex Bogatu

Armins Stepanjans

Bernhard Bermeitinger

Brian Davis

Christina Niklaus

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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 |

Aligning Large and Small Language Models via Chain-of-Thought Reasoning EACL

Leonardo Ranaldi | 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 |

Empowering cross-lingual abilities of instruction-tuned large language models by translation-following demonstrations F i n d i n g s - A C L

Leonardo Ranaldi | Giulia Pucci | Andre Freitas |

Inference to the Best Explanation in Large Language Models ACL

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

Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks ACL

Yingji Zhang | Danilo Carvalho | Andre Freitas |

An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery ACL

Relation Extraction in Underexplored Biomedical Domains: A Diversity-optimized Sampling and Synthetic Data Generation Approach CL

Maxime Delmas | Magdalena Wysocka | André Freitas |

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

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

Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal Interventions F i n d i n g s - E M N L P

Jordan Meadows | Tamsin Emily James | Andre Freitas |

Introductory Tutorial: Reasoning with Natural Language Explanations EMNLP

Marco Valentino | André Freitas |

Consistent Autoformalization for Constructing Mathematical Libraries EMNLP

Lan Zhang | Xin Quan | Andre Freitas |

Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models EMNLP

Leonardo Ranaldi | Andre 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 |

Learning Disentangled Representations for Natural Language Definitions F i n d i n g s - E A C L

Danilo Silva De Carvalho | Giangiacomo Mercatali | Yingji Zhang | 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

Introduction to Mathematical Language Processing: Informal Proofs, Word Problems, and Supporting Tasks TACL

Jordan Meadows | André Freitas |

Transformers and the Representation of Biomedical Background Knowledge CL

Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective ACL Findings

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

A Survey of Text Games for Reinforcement Learning Informed by Natural Language TACL

Philip Osborne | Heido Nõmm | André Freitas |

Text Classification and Prediction in the Legal Domain LREC

Minh-Quoc Nghiem | Paul Baylis | André Freitas | Sophia Ananiadou |

Shallow Discourse Parsing for Open Information Extraction and Text Simplification CODI COLING CRAC WS

Christina Niklaus | André Freitas | Siegfried Handschuh |

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

PhysNLU: A Language Resource for Evaluating Natural Language Understanding and Explanation Coherence in Physics LREC

Jordan Meadows | Zili Zhou | André Freitas |

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

STAR: Cross-modal [STA]tement [R]epresentation for selecting relevant mathematical premises EACL

Deborah Ferreira | André Freitas |

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

Marco Valentino | Mokanarangan Thayaparan | André Freitas |

Switching Contexts: Transportability Measures for NLP IWCS

Guy Marshall | Mokanarangan Thayaparan | Philip Osborne | André Freitas |

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

Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders EMNLP Findings

Giangiacomo Mercatali | André Freitas |

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 |

What is SemEval evaluating? A Systematic Analysis of Evaluation Campaigns in NLP EMNLP Eval4NLP

Oskar Wysocki | Malina Florea | Dónal Landers | André Freitas |

Premise Selection in Natural Language Mathematical Texts ACL

Deborah Ferreira | André Freitas |

A Framework for Evaluation of Machine Reading Comprehension Gold Standards LREC

Natural Language Premise Selection: Finding Supporting Statements for Mathematical Text LREC

Deborah Ferreira | André Freitas |

Identifying and Explaining Discriminative Attributes EMNLP

Armins Stepanjans | André Freitas |

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

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

DBee: A Database for Creating and Managing Knowledge Graphs and Embeddings EMNLP WS

Viktor Schlegel | André Freitas |

Transforming Complex Sentences into a Semantic Hierarchy ACL

Christina Niklaus | Matthias Cetto | André Freitas | Siegfried Handschuh |

MinWikiSplit: A Sentence Splitting Corpus with Minimal Propositions INLG WS

Christina Niklaus | André Freitas | Siegfried Handschuh |

DisSim: A Discourse-Aware Syntactic Text Simplification Framework for English and German INLG WS

Christina Niklaus | Matthias Cetto | André Freitas | Siegfried Handschuh |

Graphene: Semantically-Linked Propositions in Open Information Extraction COLING

Matthias Cetto | Christina Niklaus | André Freitas | Siegfried Handschuh |

A Survey on Open Information Extraction COLING

Christina Niklaus | Matthias Cetto | André Freitas | Siegfried Handschuh |

Graphene: a Context-Preserving Open Information Extraction System COLING

Matthias Cetto | Christina Niklaus | André Freitas | Siegfried Handschuh |

Indra: A Word Embedding and Semantic Relatedness Server LREC

A Multilingual Test Collection for the Semantic Search of Entity Categories LREC

The SSIX Corpora: Three Gold Standard Corpora for Sentiment Analysis in English, Spanish and German Financial Microblogs LREC

Thomas Gaillat | Manel Zarrouk | André Freitas | Brian Davis |

Building a Knowledge Graph from Natural Language Definitions for Interpretable Text Entailment Recognition LREC

Vivian Silva | André Freitas | Siegfried Handschuh |

SemR-11: A Multi-Lingual Gold-Standard for Semantic Similarity and Relatedness for Eleven Languages LREC

SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs and News *SEMEVAL

SemEval-2017 Task 11: End-User Development using Natural Language *SEMEVAL

Juliano Sales | Siegfried Handschuh | André Freitas |

A Sentence Simplification System for Improving Relation Extraction COLING

Christina Niklaus | Bernhard Bermeitinger | Siegfried Handschuh | André Freitas |

NNBlocks: A Deep Learning Framework for Computational Linguistics Neural Network Models LREC

Frederico Tommasi Caroli | André Freitas | João Carlos Pereira da Silva | Siegfried Handschuh |

A Compositional-Distributional Semantic Model for Searching Complex Entity Categories *SEMEVAL

Juliano Efson Sales | André Freitas | Brian Davis | Siegfried Handschuh |

Semantic Relation Classification: Task Formalisation and Refinement CogALex WS

Categorization of Semantic Roles for Dictionary Definitions CogALex WS

Vivian Silva | Siegfried Handschuh | André Freitas |

How hard is this query? Measuring the Semantic Complexity of Schema-agnostic Queries IWCS WS

André Freitas | Juliano Efson Sales | Siegfried Handschuh | Edward Curry |