NLPExplorer

Robin Jia

Number of Papers:- 43

Number of Citations:- 90

First ACL Paper:- 2016

Latest ACL Paper:- 2024

Venues:-

DADC

NAACL

BlackboxNLP

EMNLP

Findings

ACL

MRQA

IJCNLP

Co-Authors:-

Similar Authors:-

Do Localization Methods Actually Localize Memorized Data in LLMs? A Tale of Two Benchmarks NAACL

Ting-Yun Chang | Jesse Thomason | Robin Jia |

Proving membership in LLM pretraining data via data watermarks F i n d i n g s - A C L

Johnny Wei | Ryan Wang | Robin Jia |

Efficient End-to-End Visual Document Understanding with Rationale Distillation NAACL

When Parts Are Greater Than Sums: Individual LLM Components Can Outperform Full Models EMNLP

Ting-Yun Chang | Jesse Thomason | Robin Jia |

Benchmarking Long-tail Generalization with Likelihood Splits F i n d i n g s - E A C L

Ameya Godbole | Robin Jia |

Data Curation Alone Can Stabilize In-context Learning ACL

Ting-Yun Chang | Robin Jia |

How Predictable Are Large Language Model Capabilities? A Case Study on BIG-bench F i n d i n g s - E M N L P

Qinyuan Ye | Harvey Fu | Xiang Ren | Robin Jia |

SCENE: Self-Labeled Counterfactuals for Extrapolating to Negative Examples EMNLP

Deqing Fu | Ameya Godbole | Robin Jia |

Chain-of-Questions Training with Latent Answers for Robust Multistep Question Answering EMNLP

Wang Zhu | Jesse Thomason | Robin Jia |

Estimating Large Language Model Capabilities without Labeled Test Data F i n d i n g s - E M N L P

Do Question Answering Modeling Improvements Hold Across Benchmarks? ACL

Nelson F. Liu | Tony Lee | Robin Jia | Percy Liang |

Are Sample-Efficient NLP Models More Robust? ACL

Nelson F. Liu | Ananya Kumar | Percy Liang | Robin Jia |

Contrastive Novelty-Augmented Learning: Anticipating Outliers with Large Language Models ACL

Albert Xu | Xiang Ren | Robin Jia |

Analyzing Dynamic Adversarial Training Data in the Limit ACL Findings

Eric Wallace | Adina Williams | Robin Jia | Douwe Kiela |

On Continual Model Refinement in Out-of-Distribution Data Streams ACL

Question Answering Infused Pre-training of General-Purpose Contextualized Representations ACL Findings

Robin Jia | Mike Lewis | Luke Zettlemoyer |

On the Robustness of Reading Comprehension Models to Entity Renaming NAACL

Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants NAACL

Proceedings of the First Workshop on Dynamic Adversarial Data Collection DADC NAACL

Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems F i n d i n g s - E M N L P

Wang Zhu | Jesse Thomason | Robin Jia |

Dynabench: Rethinking Benchmarking in NLP NAACL

Swords: A Benchmark for Lexical Substitution with Improved Data Coverage and Quality NAACL

Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation EMNLP

Do Explanations Help Users Detect Errors in Open-Domain QA? An Evaluation of Spoken vs. Visual Explanations Findings

Proceedings of the 3rd Workshop on Machine Reading for Question Answering EMNLP MRQA

To what extent do human explanations of model behavior align with actual model behavior? BlackboxNLP EMNLP

Robustness and Adversarial Examples in Natural Language Processing EMNLP

Kai-Wei Chang | He He | Robin Jia | Sameer Singh |

Evaluation Examples are not Equally Informative: How should that change NLP Leaderboards? ACL IJCNLP

Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little EMNLP

The statistical advantage of automatic NLG metrics at the system level ACL IJCNLP

Johnny Wei | Robin Jia |

Robust Encodings: A Framework for Combating Adversarial Typos ACL

Erik Jones | Robin Jia | Aditi Raghunathan | Percy Liang |

Selective Question Answering under Domain Shift ACL

Amita Kamath | Robin Jia | Percy Liang |

With Little Power Comes Great Responsibility EMNLP

On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks EMNLP Findings

Stephen Mussmann | Robin Jia | Percy Liang |

Certified Robustness to Adversarial Word Substitutions EMNLP

Robin Jia | Aditi Raghunathan | Kerem Göksel | Percy Liang |

Proceedings of the 2nd Workshop on Machine Reading for Question Answering EMNLP WS

MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension EMNLP WS

Document-Level N-ary Relation Extraction with Multiscale Representation Learning NAACL

Robin Jia | Cliff Wong | Hoifung Poon |

Delete, Retrieve, Generate: a Simple Approach to Sentiment and Style Transfer NAACL

Juncen Li | Robin Jia | He He | Percy Liang |

Know What You Don’t Know: Unanswerable Questions for SQuAD ACL

Pranav Rajpurkar | Robin Jia | Percy Liang |

Proceedings of the Workshop on Machine Reading for Question Answering ACL WS

Adversarial Examples for Evaluating Reading Comprehension Systems EMNLP

Robin Jia | Percy Liang |

Data Recombination for Neural Semantic Parsing ACL

Robin Jia | Percy Liang |