NLPExplorer

Leshem Choshen

Number of Papers:- 38

Number of Citations:- 9

First ACL Paper:- 2018

Latest ACL Paper:- 2024

Venues:-

NAACL

CoNLL

COLING

EMNLP

Findings

LREC

ACL

*SEMEVAL

CONDA

*SEM

Co-Authors:-

Similar Authors:-

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

Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability F i n d i n g s - A C L

Efficient Benchmarking (of Language Models) NAACL

Data Contamination Report from the 2024 CONDA Shared Task CONDA WS

Label-Efficient Model Selection for Text Generation ACL

NumeroLogic: Number Encoding for Enhanced LLMs’ Numerical Reasoning EMNLP

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

Kerem Zaman | Leshem Choshen | Shashank Srivastava |

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

Shachar Don-Yehiya | Leshem Choshen | Omri Abend |

ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning ACL

Knowledge is a Region in Weight Space for Fine-tuned Language Models F i n d i n g s - E M N L P

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

Findings of the BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora CoNLL

MuLER: Detailed and Scalable Reference-based Evaluation CoNLL

Taelin Karidi | Leshem Choshen | Gal Patel | Omri Abend |

Proceedings of the BabyLM Challenge at the 27th Conference on Computational Natural Language Learning CoNLL

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

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

The Grammar-Learning Trajectories of Neural Language Models ACL

Leshem Choshen | Guy Hacohen | Daphna Weinshall | Omri Abend |

Semantics-aware Attention Improves Neural Machine Translation *SEM NAACL

Aviv Slobodkin | Leshem Choshen | Omri Abend |

Reinforcement Learning with Large Action Spaces for Neural Machine Translation COLING

Asaf Yehudai | Leshem Choshen | Lior Fox | Omri Abend |

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

Piyawat Lertvittayakumjorn | Leshem Choshen | Eyal Shnarch | Francesca Toni |

Enhancing the Transformer Decoder with Transition-based Syntax CoNLL

Leshem Choshen | Omri Abend |

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

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

Gal Patel | Leshem Choshen | Omri Abend |

PreQuEL: Quality Estimation of Machine Translation Outputs in Advance EMNLP

Shachar Don-Yehiya | Leshem Choshen | Omri Abend |

Mediators in Determining what Processing BERT Performs First NAACL

Aviv Slobodkin | Leshem Choshen | Omri Abend |

Q2: : Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering EMNLP