Afra Amini

According to our database, Afra Amini authored at least 18 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Variational Best-of-N Alignment.

Afra Amini, Tim Vieira, Ryan Cotterell

CoRR, 2024

The Role of n-gram Smoothing in the Age of Neural Networks.

Luca Malagutti, Andrius Buinovskij, Anej Svete, Clara Meister, Afra Amini, Ryan Cotterell

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Principled Gradient-Based MCMC for Conditional Sampling of Text.

Li Du, Afra Amini, Lucas Torroba Hennigen, Xinyan Velocity Yu, Holden Lee, Jason Eisner, Ryan Cotterell

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Assessing Large Language Models on Climate Information.

Jannis Bulian, Mike S. Schäfer, Afra Amini, Heidi Lam, Massimiliano Ciaramita, Ben Gaiarin, Michelle Chen Huebscher, Christian Buck, Niels Mede, Markus Leippold, Nadine Strauß

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Direct Preference Optimization with an Offset.

Afra Amini, Tim Vieira, Ryan Cotterell

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Naturalistic Causal Probing for Morpho-Syntax.

Afra Amini, Tiago Pimentel, Clara Meister, Ryan Cotterell

Trans. Assoc. Comput. Linguistics, 2023

Principled Gradient-based Markov Chain Monte Carlo for Text Generation.

Li Du, Afra Amini, Lucas Torroba Hennigen, Xinyan Velocity Yu, Jason Eisner, Holden Lee, Ryan Cotterell

CoRR, 2023

Learning the String Partial Order.

Tianyu Liu, Afra Amini, Mrinmaya Sachan, Ryan Cotterell

CoRR, 2023

Probing in Context: Toward Building Robust Classifiers via Probing Large Language Models.

Afra Amini, Massimiliano Ciaramita

CoRR, 2023

Structured Voronoi Sampling.

Afra Amini, Li Du, Ryan Cotterell

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Linear-Time Modeling of Linguistic Structure: An Order-Theoretic Perspective.

Tianyu Liu, Afra Amini, Mrinmaya Sachan, Ryan Cotterell

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Generating Text from Language Models.

Afra Amini, Ryan Cotterell, John Hewitt, Clara Meister, Tiago Pimentel

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts, 2023

Which Spurious Correlations Impact Reasoning in NLI Models? A Visual Interactive Diagnosis through Data-Constrained Counterfactuals.

Robin Chan, Afra Amini, Mennatallah El-Assady

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

Hexatagging: Projective Dependency Parsing as Tagging.

Afra Amini, Tianyu Liu, Ryan Cotterell

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

On Parsing as Tagging.

Afra Amini, Ryan Cotterell

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Conditional Poisson Stochastic Beam Search.

Clara Meister, Afra Amini, Tim Vieira, Ryan Cotterell

CoRR, 2021

Conditional Poisson Stochastic Beams.

Clara Meister, Afra Amini, Tim Vieira, Ryan Cotterell

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

A Hybrid Deep Model for Automatic Arrhythmia Classification based on LSTM Recurrent Networks.

Adeleh Bitarafan, Afra Amini, Mahdieh Soleymani Baghshah, Hamidreza Khodajou-Chokami

Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020