NeurIPS 2024 Workshop LXAI Submissions

A proposal for post-OCR spelling correction using Language Models
Sávio Santos de Araújo, Byron Leite Dantas Bezerra, Arthur Flor de Sousa Neto, Cleber Zanchettin
- Published: 18 Oct 2024, Last Modified: 30 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Testing Memory Capabilities in Large Language Models with the Sequence Order Recall Task
Mathis Pink, Vy A. Vo, Qinyuan Wu, Jianing Mu, Javier S. Turek, Uri Hasson, Kenneth A. Norman, Sebastian Michelmann, Alexander Huth, Mariya Toneva
- Published: 18 Oct 2024, Last Modified: 16 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Modeling cognitive processes of natural reading with transformer-based Language Models
Bruno Bianchi, Fermín Travi, Juan E Kamienkowski
- Published: 18 Oct 2024, Last Modified: 27 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Adaptive LoRA Merging for Efficient Domain Incremental Learning
Luigi Quarantiello, Eric Nuertey Coleman, Julio Hurtado, Vincenzo Lomonaco
- Published: 18 Oct 2024, Last Modified: 27 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Training-Free Approach of Convolutional Neural Networks with Astrocyte-Inspired Architectures
Ana Ribas-Rodriguez, Vanessa Aguiar-Pulido, Francisco Cedron
- Published: 18 Oct 2024, Last Modified: 19 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Enhancing the Generation of Predictions and Natural Language Explanations via Sparse Few-shot Fine-tuning and Prompting
Jesus Solano, Mardhiyah Sanni, Oana-Maria Camburu, Pasquale Minervini
- Published: 18 Oct 2024, Last Modified: 05 Dec 2024
- lxai-neurips-24
- Readers: Everyone
OPPI-GRF: Optimizing Protein-Protein Interaction Prediction with Graph-Based Representation and Fusion
Anusuya Krishnan, Isaias Mehari Ghebrehiwet
- Published: 18 Oct 2024, Last Modified: 15 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Visualizing Linear RNNs Through Unrolling
Josue Casco-Rodriguez, Tyler Burley, CJ Barberan, Ahmed Imtiaz Humayun, Randall Balestriero, Richard Baraniuk
- Published: 18 Oct 2024, Last Modified: 15 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Anomaly Detection In The Wild: Can SSL Handle Strong Distribution Imbalances?
Daniel Otero, Rafael Mateus, Randall Balestriero
- Published: 18 Oct 2024, Last Modified: 18 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Keep on Swimming: Real Attackers Only Need Partial Knowledge of a Multi-Model System
Julian Collado, Kevin Stangl
- Published: 18 Oct 2024, Last Modified: 01 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Enhancing Medical NLP Systems: Integrating Upstash Vector and BGE-M3 for Accurate and Ethical Healthcare Data Management with Reduced Bias
Binxi Xie
- Published: 18 Oct 2024, Last Modified: 03 Dec 2024
- lxai-neurips-24
- Readers: Everyone
A Hybrid COMTE-LEFTIST Time-Series Explanation Method For a Time-series Classification Bitcoin Recommendation System
Lucas Rabelo de Araujo Morais, Teresa Ludermir
- Published: 18 Oct 2024, Last Modified: 04 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Distilling Visual Information into Symbolic Representations through Self-Supervised Learning
Victor Sebastian Martinez Pozos, Ivan Vladimir Meza Ruiz
- Published: 18 Oct 2024, Last Modified: 18 Nov 2024
- lxai-neurips-24
- Readers: Everyone
Improving Wild Pig Detection through Data Augmentation and Thermal Imagery: A Comparative Study of Model Performance.
Alhim Adonai Vera Gonzalez, Donghoon Kim
- Published: 18 Oct 2024, Last Modified: 14 Nov 2024
- lxai-neurips-24
- Readers: Everyone
SignAttention: On the Interpretability of Transformer Models for Sign Language Translation
Oscar Agustín Stanchi, Pedro Alejandro Dal Bianco, Facundo Manuel Quiroga, Franco Ronchetti, Enzo Ferrante
- Published: 18 Oct 2024, Last Modified: 10 Nov 2024
- lxai-neurips-24
- Readers: Everyone