Towards Domain-Agnostic and Domain-Adaptive Dementia Detection from Spoken Language

Shahla Farzana | Natalie Parde |

PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification

Yau-Shian Wang | Ta-Chung Chi | Ruohong Zhang | Yiming Yang |

Target-Based Offensive Language Identification

Marcos Zampieri | Skye Morgan | Kai North | Tharindu Ranasinghe | Austin Simmmons | Paridhi Khandelwal | Sara Rosenthal | Preslav Nakov |

Prefix Propagation: Parameter-Efficient Tuning for Long Sequences

Jonathan Li | Will Aitken | Rohan Bhambhoria | Xiaodan Zhu |

Revisiting Token Dropping Strategy in Efficient BERT Pretraining

Qihuang Zhong | Liang Ding | Juhua Liu | Xuebo Liu | Min Zhang | Bo Du | Dacheng Tao |

Revisiting Event Argument Extraction: Can EAE Models Learn Better When Being Aware of Event Co-occurrences?

Yuxin He | Jingyue Hu | Buzhou Tang |

AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression

Siyue Wu | Hongzhan Chen | Xiaojun Quan | Qifan Wang | Rui Wang |

MeetingQA: Extractive Question-Answering on Meeting Transcripts

Archiki Prasad | Trung Bui | Seunghyun Yoon | Hanieh Deilamsalehy | Franck Dernoncourt | Mohit Bansal |

MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages

Cheikh M. Bamba Dione | David Ifeoluwa Adelani | Peter Nabende | Jesujoba Alabi | Thapelo Sindane | Happy Buzaaba | Shamsuddeen Hassan Muhammad | Chris Chinenye Emezue | Perez Ogayo | Anuoluwapo Aremu | Catherine Gitau | Derguene Mbaye | Jonathan Mukiibi | Blessing Sibanda | Bonaventure F. P. Dossou | Andiswa Bukula | Rooweither Mabuya | Allahsera Auguste Tapo | Edwin Munkoh-Buabeng | Victoire Memdjokam Koagne | Fatoumata Ouoba Kabore | Amelia Taylor | Godson Kalipe | Tebogo Macucwa | Vukosi Marivate | Tajuddeen Gwadabe | Mboning Tchiaze Elvis | Ikechukwu Onyenwe | Gratien Atindogbe | Tolulope Adelani | Idris Akinade | Olanrewaju Samuel | Marien Nahimana | Théogène Musabeyezu | Emile Niyomutabazi | Ester Chimhenga | Kudzai Gotosa | Patrick Mizha | Apelete Agbolo | Seydou Traore | Chinedu Uchechukwu | Aliyu Yusuf | Muhammad Abdullahi | Dietrich Klakow |

Distill or Annotate? Cost-Efficient Fine-Tuning of Compact Models

Junmo Kang | Wei Xu | Alan Ritter |

MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies

Shiyue Zhang | Shijie Wu | Ozan Irsoy | Steven Lu | Mohit Bansal | Mark Dredze | David Rosenberg |

DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering

Pei Ke | Fei Huang | Fei Mi | Yasheng Wang | Qun Liu | Xiaoyan Zhu | Minlie Huang |

Learning Neuro-Symbolic World Models with Conversational Proprioception

Don Joven Agravante | Daiki Kimura | Michiaki Tatsubori | Asim Munawar | Alexander Gray |

Robust Representation Learning with Reliable Pseudo-labels Generation via Self-Adaptive Optimal Transport for Short Text Clustering

Xiaolin Zheng | Mengling Hu | Weiming Liu | Chaochao Chen | Xinting Liao |

Learning In-context Learning for Named Entity Recognition

Jiawei Chen | Yaojie Lu | Hongyu Lin | Jie Lou | Wei Jia | Dai Dai | Hua Wu | Boxi Cao | Xianpei Han | Le Sun |