Hila Gonen

According to our database, Hila Gonen authored at least 31 papers between 2015 and 2024.

Collaborative distances:

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

2024

Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language Models.

Hila Gonen, Terra Blevins, Alisa Liu, Luke Zettlemoyer, Noah A. Smith

CoRR, 2024

MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization.

Orevaoghene Ahia, Sachin Kumar, Hila Gonen, Valentin Hoffman, Tomasz Limisiewicz, Yulia Tsvetkov, Noah A. Smith

CoRR, 2024

BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer.

Akari Asai, Sneha Kudugunta, Xinyan Yu, Terra Blevins, Hila Gonen, Machel Reid, Yulia Tsvetkov, Sebastian Ruder, Hannaneh Hajishirzi

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

Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark.

Stephen Mayhew, Terra Blevins, Shuheng Liu, Marek Suppa, Hila Gonen, Joseph Marvin Imperial, Börje Karlsson, Peiqin Lin, Nikola Ljubesic, Lester James V. Miranda, Barbara Plank, Arij Riabi, Yuval Pinter

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

Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models.

Terra Blevins, Tomasz Limisiewicz, Suchin Gururangan, Margaret Li, Hila Gonen, Noah A. Smith, Luke Zettlemoyer

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Voices Unheard: NLP Resources and Models for Yorùbá Regional Dialects.

Orevaoghene Ahia, Anuoluwapo Aremu, Diana Abagyan, Hila Gonen, David Ifeoluwa Adelani, Daud Abolade, Noah A. Smith, Yulia Tsvetkov

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

MYTE: Morphology-Driven Byte Encoding for Better and Fairer Multilingual Language Modeling.

Tomasz Limisiewicz, Terra Blevins, Hila Gonen, Orevaoghene Ahia, Luke Zettlemoyer

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark.

Stephen Mayhew, Terra Blevins, Shuheng Liu, Marek Suppa, Hila Gonen, Joseph Marvin Imperial, Börje F. Karlsson, Peiqin Lin, Nikola Ljubesic, LJ Miranda, Barbara Plank, Arij Riabi, Yuval Pinter

CoRR, 2023

Dictionary-based Phrase-level Prompting of Large Language Models for Machine Translation.

Marjan Ghazvininejad, Hila Gonen, Luke Zettlemoyer

CoRR, 2023

LEXPLAIN: Improving Model Explanations via Lexicon Supervision.

Orevaoghene Ahia, Hila Gonen, Vidhisha Balachandran, Yulia Tsvetkov, Noah A. Smith

Proceedings of the The 12th Joint Conference on Lexical and Computational Semantics, 2023

Toward Human Readable Prompt Tuning: Kubrick's The Shining is a good movie, and a good prompt too?

Weijia Shi, Xiaochuang Han, Hila Gonen, Ari Holtzman, Yulia Tsvetkov, Luke Zettlemoyer

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models.

Davis Liang, Hila Gonen, Yuning Mao, Rui Hou, Naman Goyal, Marjan Ghazvininejad, Luke Zettlemoyer, Madian Khabsa

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

That was the last straw, we need more: Are Translation Systems Sensitive to Disambiguating Context?

Jaechan Lee, Alisa Liu, Orevaoghene Ahia, Hila Gonen, Noah A. Smith

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Demystifying Prompts in Language Models via Perplexity Estimation.

Hila Gonen, Srini Iyer, Terra Blevins, Noah A. Smith, Luke Zettlemoyer

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models.

Orevaoghene Ahia, Sachin Kumar, Hila Gonen, Jungo Kasai, David R. Mortensen, Noah A. Smith, Yulia Tsvetkov

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

Prompting Language Models for Linguistic Structure.

Terra Blevins, Hila Gonen, Luke Zettlemoyer

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Analyzing Gender Representation in Multilingual Models.

Hila Gonen, Shauli Ravfogel, Yoav Goldberg

Proceedings of the 7th Workshop on Representation Learning for NLP, 2022

McPhraSy: Multi-Context Phrase Similarity and Clustering.

Amir David Nissan Cohen, Hila Gonen, Ori Shapira, Ran Levy, Yoav Goldberg

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models.

Terra Blevins, Hila Gonen, Luke Zettlemoyer

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

2021

Identifying Helpful Sentences in Product Reviews.

Iftah Gamzu, Hila Gonen, Gilad Kutiel, Ran Levy, Eugene Agichtein

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

2020

Automatically Identifying Gender Issues in Machine Translation using Perturbations.

Hila Gonen, Kellie Webster

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Pick a Fight or Bite your Tongue: Investigation of Gender Differences in Idiomatic Language Usage.

Ella Rabinovich, Hila Gonen, Suzanne Stevenson

Proceedings of the 28th International Conference on Computational Linguistics, 2020

It's not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT.

Hila Gonen, Shauli Ravfogel, Yanai Elazar, Yoav Goldberg

Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020

Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection.

Shauli Ravfogel, Yanai Elazar, Hila Gonen, Michael Twiton, Yoav Goldberg

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora.

Hila Gonen, Ganesh Jawahar, Djamé Seddah, Yoav Goldberg

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

It's All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution.

Rowan Hall Maudslay, Hila Gonen, Ryan Cotterell, Simone Teufel

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training.

Hila Gonen, Yoav Goldberg

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

How does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?

Hila Gonen, Yova Kementchedjhieva, Yoav Goldberg

Proceedings of the 2019 Workshop on Widening NLP@ACL 2019, Florence, Italy, July 28, 2019, 2019

Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them.

Hila Gonen, Yoav Goldberg

Proceedings of the 2019 Workshop on Widening NLP@ACL 2019, Florence, Italy, July 28, 2019, 2019

2016

Semi Supervised Preposition-Sense Disambiguation using Multilingual Data.

Hila Gonen, Yoav Goldberg

Proceedings of the COLING 2016, 2016

2015

Inherent Vacuity in Lattice Automata.

Hila Gonen, Orna Kupferman

Proceedings of the Fields of Logic and Computation II, 2015