Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations. - Alexandre Salle; Aline Villavicencio; Marco Idiart (ACL (2), 2016)

Enhancing the LexVec Distributed Word Representation Model Using Positional Contexts and External Memory. - Alexandre Salle; Marco Idiart; Aline Villavicencio (CoRR, 2016)

Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality for Increased Model Capacity and Performance With No Computational Overhead. - Alexandre Salle; Aline Villavicencio (CoRR, 2017)

Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality. - Alexandre Salle; Aline Villavicencio (ACL (2), 2018)

Incorporating Subword Information into Matrix Factorization Word Embeddings. - Alexandre Salle; Aline Villavicencio (CoRR, 2018)

Think Again Networks and the Delta Loss. - Alexandre Salle; Marcelo O. R. Prates (CoRR, 2019)

Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics. - Alexandre Salle; Aline Villavicencio (CoRR, 2019)

Studying the Effectiveness of Conversational Search Refinement Through User Simulation. - Alexandre Salle; Shervin Malmasi; Oleg Rokhlenko; Eugene Agichtein (ECIR (1), 2021)

CoSearcher: studying the effectiveness of conversational search refinement and clarification through user simulation. - Alexandre Salle; Shervin Malmasi; Oleg Rokhlenko; Eugene Agichtein (Inf. Retr. J., 2022)

A Simple Loss Function for Convergent Algorithm Synthesis using RNNs. - Alexandre Salle; Shervin Malmasi (Tiny Papers @ ICLR, 2023)

Native Language Identification with Large Language Models. - Wei Zhang; Alexandre Salle (CoRR, 2023)

Understanding the effects of negative (and positive) pointwise mutual information on word vectors. - Alexandre Salle; Aline Villavicencio (J. Exp. Theor. Artif. Intell., 2023)

ChatGPT Goes Shopping: LLMs Can Predict Relevance in eCommerce Search. - Beatriz Soviero; Daniel Kuhn; Alexandre Salle; Viviane Pereira Moreira (ECIR (4), 2024)

Multilingual and Code-Switched Sentence Ordering. - Alexandre Salle; Shervin Malmasi (*SEM@NAACL, 2024)