Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models EMNLP

Orevaoghene Ahia | Sachin Kumar | Hila Gonen | Jungo Kasai | David Mortensen | Noah Smith | Yulia Tsvetkov |

Batch Prompting: Efficient Inference with Large Language Model APIs EMNLP

Zhoujun Cheng | Jungo Kasai | Tao Yu |

One Embedder, Any Task: Instruction-Finetuned Text Embeddings F i n d i n g s - A C L

Hongjin Su | Weijia Shi | Jungo Kasai | Yizhong Wang | Yushi Hu | Mari Ostendorf | Wen-tau Yih | Noah A. Smith | Luke Zettlemoyer | Tao Yu |

NarrowBERT: Accelerating Masked Language Model Pretraining and Inference ACL

Haoxin Li | Phillip Keung | Daniel Cheng | Jungo Kasai | Noah A. Smith |

BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting ACL

Zheng Xin Yong | Hailey Schoelkopf | Niklas Muennighoff | Alham Fikri Aji | David Ifeoluwa Adelani | Khalid Almubarak | M Saiful Bari | Lintang Sutawika | Jungo Kasai | Ahmed Baruwa | Genta Winata | Stella Biderman | Edward Raff | Dragomir Radev | Vassilina Nikoulina |

ABC: Attention with Bounded-memory Control ACL

Hao Peng | Jungo Kasai | Nikolaos Pappas | Dani Yogatama | Zhaofeng Wu | Lingpeng Kong | Roy Schwartz | Noah Smith |

Bidimensional Leaderboards: Generate and Evaluate Language Hand in Hand NAACL

Jungo Kasai | Keisuke Sakaguchi | Ronan Le Bras | Lavinia Dunagan | Jacob Morrison | Alexander Fabbri | Yejin Choi | Noah Smith |

MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages MIA NAACL

Akari Asai | Shayne Longpre | Jungo Kasai | Chia-Hsuan Lee | Rui Zhang | Junjie Hu | Ikuya Yamada | Jonathan H. Clark | Eunsol Choi |

Transparent Human Evaluation for Image Captioning NAACL

Jungo Kasai | Keisuke Sakaguchi | Lavinia Dunagan | Jacob Morrison | Ronan Le Bras | Yejin Choi | Noah Smith |

Proceedings of the Workshop on Multilingual Information Access (MIA) MIA NAACL

Akari Asai | Eunsol Choi | Jonathan H. Clark | Junjie Hu | Chia-Hsuan Lee | Jungo Kasai | Shayne Longpre | Ikuya Yamada | Rui Zhang |

NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics NAACL

Ximing Lu | Sean Welleck | Peter West | Liwei Jiang | Jungo Kasai | Daniel Khashabi | Ronan Le Bras | Lianhui Qin | Youngjae Yu | Rowan Zellers | Noah Smith | Yejin Choi |

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

Michael Hassid | Hao Peng | Daniel Rotem | Jungo Kasai | Ivan Montero | Noah A. Smith | Roy Schwartz |

GENIE: Toward Reproducible and Standardized Human Evaluation for Text Generation EMNLP

Daniel Khashabi | Gabriel Stanovsky | Jonathan Bragg | Nicholas Lourie | Jungo Kasai | Yejin Choi | Noah A. Smith | Daniel Weld |

Twist Decoding: Diverse Generators Guide Each Other EMNLP

Jungo Kasai | Keisuke Sakaguchi | Ronan Le Bras | Hao Peng | Ximing Lu | Dragomir Radev | Yejin Choi | Noah A. Smith |

XOR QA: Cross-lingual Open-Retrieval Question Answering NAACL

Akari Asai | Jungo Kasai | Jonathan Clark | Kenton Lee | Eunsol Choi | Hannaneh Hajishirzi |

Finetuning Pretrained Transformers into RNNs EMNLP

Jungo Kasai | Hao Peng | Yizhe Zhang | Dani Yogatama | Gabriel Ilharco | Nikolaos Pappas | Yi Mao | Weizhu Chen | Noah A. Smith |

Probing Across Time: What Does RoBERTa Know and When? EMNLP Findings

Zeyu Liu | Yizhong Wang | Jungo Kasai | Hannaneh Hajishirzi | Noah A. Smith |

Findings of the 2021 Conference on Machine Translation (WMT21) EMNLP WMT

Farhad Akhbardeh | Arkady Arkhangorodsky | Magdalena Biesialska | Ondřej Bojar | Rajen Chatterjee | Vishrav Chaudhary | Marta R. Costa-jussa | Cristina España-Bonet | Angela Fan | Christian Federmann | Markus Freitag | Yvette Graham | Roman Grundkiewicz | Barry Haddow | Leonie Harter | Kenneth Heafield | Christopher Homan | Matthias Huck | Kwabena Amponsah-Kaakyire | Jungo Kasai | Daniel Khashabi | Kevin Knight | Tom Kocmi | Philipp Koehn | Nicholas Lourie | Christof Monz | Makoto Morishita | Masaaki Nagata | Ajay Nagesh | Toshiaki Nakazawa | Matteo Negri | Santanu Pal | Allahsera Auguste Tapo | Marco Turchi | Valentin Vydrin | Marcos Zampieri |

Understanding Commonsense Inference Aptitude of Deep Contextual Representations EMNLP WS

Jeff Da | Jungo Kasai |

Low-Resource Parsing with Crosslingual Contextualized Representations CoNLL

Phoebe Mulcaire | Jungo Kasai | Noah A. Smith |

Syntax-aware Neural Semantic Role Labeling with Supertags NAACL

Jungo Kasai | Dan Friedman | Robert Frank | Dragomir Radev | Owen Rambow |

Polyglot Contextual Representations Improve Crosslingual Transfer NAACL

Phoebe Mulcaire | Jungo Kasai | Noah A. Smith |

Low-resource Deep Entity Resolution with Transfer and Active Learning ACL

Jungo Kasai | Kun Qian | Sairam Gurajada | Yunyao Li | Lucian Popa |

Jabberwocky Parsing: Dependency Parsing with Lexical Noise SCiL WS

Jungo Kasai | Robert Frank |

Robust Multilingual Part-of-Speech Tagging via Adversarial Training NAACL

Michihiro Yasunaga | Jungo Kasai | Dragomir Radev |

End-to-End Graph-Based TAG Parsing with Neural Networks NAACL

Jungo Kasai | Robert Frank | Pauli Xu | William Merrill | Owen Rambow |

TAG Parsing with Neural Networks and Vector Representations of Supertags EMNLP

Jungo Kasai | Bob Frank | Tom McCoy | Owen Rambow | Alexis Nasr |

Linguistically Rich Vector Representations of Supertags for TAG Parsing TAG+ WS

Dan Friedman | Jungo Kasai | R. Thomas McCoy | Robert Frank | Forrest Davis | Owen Rambow |

TAG Parser Evaluation using Textual Entailments TAG+ WS

Pauli Xu | Robert Frank | Jungo Kasai | Owen Rambow |