M3T: A New Benchmark Dataset for Multi-Modal Document-Level Machine Translation NAACL

Benjamin Hsu | Xiaoyu Liu | Huayang Li | Yoshinari Fujinuma | Maria Nadejde | Xing Niu | Ron Litman | Yair Kittenplon | Raghavendra Pappagari |

Explore Spurious Correlations at the Concept Level in Language Models for Text Classification ACL

Yuhang Zhou | Paiheng Xu | Xiaoyu Liu | Bang An | Wei Ai | Furong Huang |

Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences ACL

Xiyao Wang | Yuhang Zhou | Xiaoyu Liu | Hongjin Lu | Yuancheng Xu | Feihong He | Jaehong Yoon | Taixi Lu | Fuxiao Liu | Gedas Bertasius | Mohit Bansal | Huaxiu Yao | Furong Huang |

AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models F i n d i n g s - E M N L P

Xiyang Wu | Tianrui Guan | Dianqi Li | Shuaiyi Huang | Xiaoyu Liu | Xijun Wang | Ruiqi Xian | Abhinav Shrivastava | Furong Huang | Jordan Lee Boyd-Graber | Tianyi Zhou | Dinesh Manocha |

Multi-Stage Balanced Distillation: Addressing Long-Tail Challenges in Sequence-Level Knowledge Distillation F i n d i n g s - E M N L P

Yuhang Zhou | Jing Zhu | Paiheng Xu | Xiaoyu Liu | Xiyao Wang | Danai Koutra | Wei Ai | Furong Huang |