LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing

Jiangshu Du | Yibo Wang | Wenting Zhao | Zhongfen Deng | Shuaiqi Liu | Renze Lou | Henry Peng Zou | Pranav Narayanan Venkit | Nan Zhang | Mukund Srinath | Haoran Ranran Zhang | Vipul Gupta | Yinghui Li | Tao Li | Fei Wang | Qin Liu | Tianlin Liu | Pengzhi Gao | Congying Xia | Chen Xing | Cheng Jiayang | Zhaowei Wang | Ying Su | Raj Sanjay Shah | Ruohao Guo | Jing Gu | Haoran Li | Kangda Wei | Zihao Wang | Lu Cheng | Surangika Ranathunga | Meng Fang | Jie Fu | Fei Liu | Ruihong Huang | Eduardo Blanco | Yixin Cao | Rui Zhang | Philip S. Yu | Wenpeng Yin |

Exploring Intrinsic Language-specific Subspaces in Fine-tuning Multilingual Neural Machine Translation

Zhe Cao | Zhi Qu | Hidetaka Kamigaito | Taro Watanabe |

CSSL: Contrastive Self-Supervised Learning for Dependency Parsing on Relatively Free Word Ordered and Morphologically Rich Low Resource Languages

Pretam Ray | Jivnesh Sandhan | Amrith Krishna | Pawan Goyal |

SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models

Hyeonwoo Kim | Gyoungjin Gim | Yungi Kim | Jihoo Kim | Byungju Kim | Wonseok Lee | Chanjun Park |

TransAgents: Build Your Translation Company with Language Agents

Minghao Wu | Jiahao Xu | Longyue Wang |

LLM Task Interference: An Initial Study on the Impact of Task-Switch in Conversational History

Akash Gupta | Ivaxi Sheth | Vyas Raina | Mark Gales | Mario Fritz |

Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding

Xin Liu | Farima Fatahi Bayat | Lu Wang |

Surprise! Uniform Information Density Isn’t the Whole Story: Predicting Surprisal Contours in Long-form Discourse

Eleftheria Tsipidi | Franz Nowak | Ryan Cotterell | Ethan Wilcox | Mario Giulianelli | Alex Warstadt |

WalledEval: A Comprehensive Safety Evaluation Toolkit for Large Language Models

Prannaya Gupta | Le Qi Yau | Hao Han Low | I-Shiang Lee | Hugo Maximus Lim | Yu Xin Teoh | Koh Jia Hng | Dar Win Liew | Rishabh Bhardwaj | Rajat Bhardwaj | Soujanya Poria |

SpeechQE: Estimating the Quality of Direct Speech Translation

HyoJung Han | Kevin Duh | Marine Carpuat |

What is lost in Normalization? Exploring Pitfalls in Multilingual ASR Model Evaluations

Kavya Manohar | Leena G Pillai |

LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-Training

Tong Zhu | Xiaoye Qu | Daize Dong | Jiacheng Ruan | Jingqi Tong | Conghui He | Yu Cheng |

Consecutive Batch Model Editing with HooK Layers

Shuaiyi Li | Yang Deng | Deng Cai | Hongyuan Lu | Liang Chen | Wai Lam |

SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning

Jinghan Jia | Yihua Zhang | Yimeng Zhang | Jiancheng Liu | Bharat Runwal | James Diffenderfer | Bhavya Kailkhura | Sijia Liu |

Bridging Cultures in the Kitchen: A Framework and Benchmark for Cross-Cultural Recipe Retrieval

Tianyi Hu | Maria Maistro | Daniel Hershcovich |