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

Unitxt: Flexible, Shareable and Reusable Data Preparation and Evaluation for Generative AI.

[BibT_eX]

[DOI]

Elron Bandel

Michal Shmueli-Scheuer

Yoav Katz

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: System Demonstrations, 2024

Asymmetry in Low-Rank Adapters of Foundation Models.

[BibT_eX]

[DOI]

Jiacheng Zhu

Kristjan H. Greenewald

Kimia Nadjahi

Haitz Sáez de Ocáriz Borde

Rickard Brüel Gabrielsson

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

tinyBenchmarks: evaluating LLMs with fewer examples.

[BibT_eX]

[DOI]

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

Achieving Human Parity in Content-Grounded Datasets Generation.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion.

[BibT_eX]

[DOI]

Kerem Zaman

Leshem Choshen

Shashank Srivastava

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

NumeroLogic: Number Encoding for Enhanced LLMs' Numerical Reasoning.

[BibT_eX]

[DOI]

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

Jump to Conclusions: Short-Cutting Transformers with Linear Transformations.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Label-Efficient Model Selection for Text Generation.

[BibT_eX]

[DOI]

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

Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability.

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[DOI]

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

2023

ComPEFT: Compression for Communicating Parameter Efficient Updates via Sparsification and Quantization.

[BibT_eX]

[DOI]

CoRR, 2023

Resolving Interference When Merging Models.

[BibT_eX]

[DOI]

CoRR, 2023

Call for Papers - The BabyLM Challenge: Sample-efficient pretraining on a developmentally plausible corpus.

[BibT_eX]

[DOI]

CoRR, 2023

TIES-Merging: Resolving Interference When Merging Models.

[BibT_eX]

[DOI]

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

Knowledge is a Region in Weight Space for Fine-tuned Language Models.

[BibT_eX]

[DOI]

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

Human Learning by Model Feedback: The Dynamics of Iterative Prompting with Midjourney.

[BibT_eX]

[DOI]

Shachar Don-Yehiya

Leshem Choshen

Omri Abend

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

Where to start? Analyzing the potential value of intermediate models.

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[DOI]

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

MuLER: Detailed and Scalable Reference-based Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 27th Conference on Computational Natural Language Learning, 2023

DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering.

[BibT_eX]

[DOI]

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

ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning.

[BibT_eX]

[DOI]

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

2022

ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning.

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[DOI]

CoRR, 2022

Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours.

[BibT_eX]

[DOI]

CoRR, 2022

Some Grammatical Errors are Frequent, Others are Important.

[BibT_eX]

[DOI]

Leshem Choshen

Ofir Shifman

Omri Abend

CoRR, 2022

Fusing finetuned models for better pretraining.

[BibT_eX]

[DOI]

CoRR, 2022

Semantics-aware Attention Improves Neural Machine Translation.

[BibT_eX]

[DOI]

Aviv Slobodkin

Leshem Choshen

Omri Abend

Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, 2022

GrASP: A Library for Extracting and Exploring Human-Interpretable Textual Patterns.

[BibT_eX]

[DOI]

Piyawat Lertvittayakumjorn

Leshem Choshen

Eyal Shnarch

Francesca Toni

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours.

[BibT_eX]

[DOI]

Martín Santillán Cooper

Dina Epelboim

Zheng Zhang

Dakuo Wang

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

PreQuEL: Quality Estimation of Machine Translation Outputs in Advance.

[BibT_eX]

[DOI]

Shachar Don-Yehiya

Leshem Choshen

Omri Abend

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

On Neurons Invariant to Sentence Structural Changes in Neural Machine Translation.

[BibT_eX]

[DOI]

Gal Patel

Leshem Choshen

Omri Abend

Proceedings of the 26th Conference on Computational Natural Language Learning, 2022

Enhancing the Transformer Decoder with Transition-based Syntax.

[BibT_eX]

[DOI]

Leshem Choshen

Omri Abend

Proceedings of the 26th Conference on Computational Natural Language Learning, 2022

Reinforcement Learning with Large Action Spaces for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Cluster & Tune: Boost Cold Start Performance in Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

The Grammar-Learning Trajectories of Neural Language Models.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

An autonomous debating system.

[BibT_eX]

[DOI]

Nat., 2021

ComSum: Commit Messages Summarization and Meaning Preservation.

[BibT_eX]

[DOI]

Leshem Choshen

Idan Amit

CoRR, 2021

Part of Speech and Universal Dependency effects on English Arabic Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2021

Q<sup>2</sup>: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering.

[BibT_eX]

[DOI]

CoRR, 2021

SERRANT: a syntactic classifier for English Grammatical Error Types.

[BibT_eX]

[DOI]

CoRR, 2021

Transition based Graph Decoder for Neural Machine Translation.

[BibT_eX]

[DOI]

Leshem Choshen

Omri Abend

CoRR, 2021

Mediators in Determining what Processing BERT Performs First.

[BibT_eX]

[DOI]

Aviv Slobodkin

Leshem Choshen

Omri Abend

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

$Q^2$: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering.

[BibT_eX]

[DOI]

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

2020

Let's Agree to Agree: Neural Networks Share Classification Order on Real Datasets.

[BibT_eX]

[DOI]

Guy Hacohen

Leshem Choshen

Daphna Weinshall

Proceedings of the 37th International Conference on Machine Learning, 2020

On the Weaknesses of Reinforcement Learning for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Unsupervised Expressive Rules Provide Explainability and Assist Human Experts Grasping New Domains.

[BibT_eX]

[DOI]

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

Active Learning for BERT: An Empirical Study.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Classifying Syntactic Errors in Learner Language.

[BibT_eX]

[DOI]

Proceedings of the 24th Conference on Computational Natural Language Learning, 2020

Corpus Wide Argument Mining - A Working Solution.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

SemEval-2019 Task 1: Cross-lingual Semantic Parsing with UCCA.

[BibT_eX]

[DOI]

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Automatically Extracting Challenge Sets for Non-Local Phenomena in Neural Machine Translation.

[BibT_eX]

[DOI]

Leshem Choshen

Omri Abend

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

Learning to combine Grammatical Error Corrections.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications, 2019

Are You Convinced? Choosing the More Convincing Evidence with a Siamese Network.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

The Language of Legal and Illegal Activity on the Darknet.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Inherent Biases in Reference-based Evaluation for Grammatical Error Correction and Text Simplification.

[BibT_eX]

[DOI]

Leshem Choshen

Omri Abend

CoRR, 2018

Reference-less Measure of Faithfulness for Grammatical Error Correction.

[BibT_eX]

[DOI]

Leshem Choshen

Omri Abend

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

DORA The Explorer: Directed Outreaching Reinforcement Action-Selection.

[BibT_eX]

[DOI]

Lior Fox

Leshem Choshen

Yonatan Loewenstein

Proceedings of the 6th International Conference on Learning Representations, 2018

Will it Blend? Blending Weak and Strong Labeled Data in a Neural Network for Argumentation Mining.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Automatic Metric Validation for Grammatical Error Correction.

[BibT_eX]

[DOI]

Leshem Choshen

Omri Abend

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Inherent Biases in Reference-based Evaluation for Grammatical Error Correction.

[BibT_eX]

[DOI]

Leshem Choshen

Omri Abend

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Leshem Choshen

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