NLPExplorer

Tal Linzen

Number of Papers:- 60

Number of Citations:- 100

First ACL Paper:- 2014

Latest ACL Paper:- 2024

Venues:-

NAACL

CoNLL

BlackboxNLP

EMNLP

Findings

RepEval

CMCL

TACL

ACL

SCiL

EACL

*SEMEVAL

IJCNLP

Co-Authors:-

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Necati Ercan Ozgencil

Zygmunt Krynicki

Allan Berrocal Rojas

Barrett R Bryant

Can You Learn Semantics Through Next-Word Prediction? The Case of Entailment F i n d i n g s - A C L

The Impact of Depth on Compositional Generalization in Transformer Language Models NAACL

A Systematic Comparison of Syllogistic Reasoning in Humans and Language Models NAACL

In-context Learning Generalizes, But Not Always Robustly: The Case of Syntax NAACL

Aaron Mueller | Albert Webson | Jackson Petty | Tal Linzen |

Do Language Models’ Words Refer? CL

Matthew Mandelkern | Tal Linzen |

SPAWNing Structural Priming Predictions from a Cognitively Motivated Parser CoNLL

Grusha Prasad | Tal Linzen |

SLOG: A Structural Generalization Benchmark for Semantic Parsing EMNLP

How Much Do Language Models Copy From Their Training Data? Evaluating Linguistic Novelty in Text Generation Using RAVEN TACL

Verb Conjugation in Transformers Is Determined by Linear Encodings of Subject Number F i n d i n g s - E M N L P

Sophie Hao | Tal Linzen |

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

A Language Model with Limited Memory Capacity Captures Interference in Human Sentence Processing F i n d i n g s - E M N L P

William Timkey | Tal Linzen |

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

How poor is the stimulus? Evaluating hierarchical generalization in neural networks trained on child-directed speech ACL

Aditya Yedetore | Tal Linzen | Robert Frank | R. Thomas McCoy |

How to Plant Trees in Language Models: Data and Architectural Effects on the Emergence of Syntactic Inductive Biases ACL

Aaron Mueller | Tal Linzen |

Coloring the Blank Slate: Pre-training Imparts a Hierarchical Inductive Bias to Sequence-to-sequence Models ACL Findings

Improving Compositional Generalization with Latent Structure and Data Augmentation NAACL

When a sentence does not introduce a discourse entity, Transformer-based models still sometimes refer to it NAACL

Sebastian Schuster | Tal Linzen |

Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark TACL

Nouha Dziri | Hannah Rashkin | Tal Linzen | David Reitter |

Characterizing Verbatim Short-Term Memory in Neural Language Models CoNLL

Kristijan Armeni | Christopher Honey | Tal Linzen |

Syntactic Surprisal From Neural Models Predicts, But Underestimates, Human Processing Difficulty From Syntactic Ambiguities CoNLL

Suhas Arehalli | Brian Dillon | Tal Linzen |

Entailment Semantics Can Be Extracted from an Ideal Language Model CoNLL

William Merrill | Alex Warstadt | Tal Linzen |

Causal Analysis of Syntactic Agreement Neurons in Multilingual Language Models CoNLL

Aaron Mueller | Yu Xia | Tal Linzen |

Frequency Effects on Syntactic Rule Learning in Transformers EMNLP

Jason Wei | Dan Garrette | Tal Linzen | Ellie Pavlick |

The Language Model Understood the Prompt was Ambiguous: Probing Syntactic Uncertainty Through Generation BlackboxNLP EMNLP

Laura Aina | Tal Linzen |

Does Putting a Linguist in the Loop Improve NLU Data Collection? EMNLP Findings

NOPE: A Corpus of Naturally-Occurring Presuppositions in English CoNLL EMNLP

Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models ACL IJCNLP

Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction CoNLL EMNLP

Shauli Ravfogel | Grusha Prasad | Tal Linzen | Yoav Goldberg |

Cross-Linguistic Syntactic Evaluation of Word Prediction Models ACL

Syntactic Data Augmentation Increases Robustness to Inference Heuristics ACL

Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMs ACL

Michael Lepori | Tal Linzen | R. Thomas McCoy |

How Can We Accelerate Progress Towards Human-like Linguistic Generalization? ACL

Tal Linzen |

Does Syntax Need to Grow on Trees? Sources of Hierarchical Inductive Bias in Sequence-to-Sequence Networks TACL

R. Thomas McCoy | Robert Frank | Tal Linzen |

Discovering the Compositional Structure of Vector Representations with Role Learning Networks BlackboxNLP EMNLP

Paul Soulos | R. Thomas McCoy | Tal Linzen | Paul Smolensky |

BERTs of a feather do not generalize together: Large variability in generalization across models with similar test set performance BlackboxNLP EMNLP

R. Thomas McCoy | Junghyun Min | Tal Linzen |