NLPExplorer

Roy Schwartz

Number of Papers:- 42

Number of Citations:- 122

First ACL Paper:- 2011

Latest ACL Paper:- 2024

Venues:-

NAACL

CoNLL

COLING

EMNLP

GeBNLP

Findings

TACL

ACL

IJCNLP

LSDSem

Co-Authors:-

Similar Authors:-

Beyond Performance: Quantifying and Mitigating Label Bias in LLMs NAACL

Yuval Reif | Roy Schwartz |

Transformers are Multi-State RNNs EMNLP

Curating Datasets for Better Performance with Example Training Dynamics F i n d i n g s - A C L

Aviad Sar-Shalom | Roy Schwartz |

Fighting Bias With Bias: Promoting Model Robustness by Amplifying Dataset Biases F i n d i n g s - A C L

Yuval Reif | Roy Schwartz |

Efficient Methods for Natural Language Processing: A Survey TACL

Finding the SWEET Spot: Analysis and Improvement of Adaptive Inference in Low Resource Settings ACL

Daniel Rotem | Michael Hassid | Jonathan Mamou | Roy Schwartz |

ABC: Attention with Bounded-memory Control ACL

Data Contamination: From Memorization to Exploitation ACL

Inbal Magar | Roy Schwartz |

Fewer Errors, but More Stereotypes? The Effect of Model Size on Gender Bias GeBNLP NAACL

Yarden Tal | Inbal Magar | Roy Schwartz |

On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations Findings NAACL

Roy Schwartz | Gabriel Stanovsky |

How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformers F i n d i n g s - E M N L P

Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA NAACL

Yonatan Bitton | Gabriel Stanovsky | Roy Schwartz | Michael Elhadad |

Extracting a Knowledge Base of Mechanisms from COVID-19 Papers NAACL

Effects of Parameter Norm Growth During Transformer Training: Inductive Bias from Gradient Descent EMNLP

Provable Limitations of Acquiring Meaning from Ungrounded Form: What Will Future Language Models Understand? TACL

William Merrill | Yoav Goldberg | Roy Schwartz | Noah A. Smith |

Expected Validation Performance and Estimation of a Random Variable’s Maximum EMNLP Findings

Data Efficient Masked Language Modeling for Vision and Language EMNLP Findings

Yonatan Bitton | Michael Elhadad | Gabriel Stanovsky | Roy Schwartz |

The Right Tool for the Job: Matching Model and Instance Complexities ACL

A Formal Hierarchy of RNN Architectures ACL

A Mixture of h - 1 Heads is Better than h Heads ACL

Hao Peng | Roy Schwartz | Dianqi Li | Noah A. Smith |

Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics EMNLP

Knowledge Enhanced Contextual Word Representations EMNLP

RNN Architecture Learning with Sparse Regularization EMNLP

Jesse Dodge | Roy Schwartz | Hao Peng | Noah A. Smith |

Show Your Work: Improved Reporting of Experimental Results EMNLP

PaLM: A Hybrid Parser and Language Model EMNLP

Hao Peng | Roy Schwartz | Noah A. Smith |

Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets NAACL

Nelson F. Liu | Roy Schwartz | Noah A. Smith |

SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference EMNLP

Rowan Zellers | Yonatan Bisk | Roy Schwartz | Yejin Choi |

Rational Recurrences EMNLP

Hao Peng | Roy Schwartz | Sam Thomson | Noah A. Smith |

A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications NAACL

Annotation Artifacts in Natural Language Inference Data NAACL

Bridging CNNs, RNNs, and Weighted Finite-State Machines ACL

Roy Schwartz | Sam Thomson | Noah A. Smith |

LSTMs Exploit Linguistic Attributes of Data ACL WS

The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task CoNLL

Automatic Selection of Context Configurations for Improved Class-Specific Word Representations CoNLL

Story Cloze Task: UW NLP System LSDSem WS

Symmetric Patterns and Coordinations: Fast and Enhanced Representations of Verbs and Adjectives NAACL

Roy Schwartz | Roi Reichart | Ari Rappoport |

Symmetric Pattern Based Word Embeddings for Improved Word Similarity Prediction CoNLL

Roy Schwartz | Roi Reichart | Ari Rappoport |

How Well Do Distributional Models Capture Different Types of Semantic Knowledge? ACL IJCNLP

Dana Rubinstein | Effi Levi | Roy Schwartz | Ari Rappoport |

Minimally Supervised Classification to Semantic Categories using Automatically Acquired Symmetric Patterns COLING

Roy Schwartz | Roi Reichart | Ari Rappoport |

Authorship Attribution of Micro-Messages EMNLP

Roy Schwartz | Oren Tsur | Ari Rappoport | Moshe Koppel |

Learnability-Based Syntactic Annotation Design COLING

Roy Schwartz | Omri Abend | Ari Rappoport |

Neutralizing Linguistically Problematic Annotations in Unsupervised Dependency Parsing Evaluation ACL

Roy Schwartz | Omri Abend | Roi Reichart | Ari Rappoport |