MasakhaNEWS: News Topic Classification for African languages

David Ifeoluwa Adelani | Marek Masiak | Israel Abebe Azime | Jesujoba Alabi | Atnafu Lambebo Tonja | Christine Mwase | Odunayo Ogundepo | Bonaventure F. P. Dossou | Akintunde Oladipo | Doreen Nixdorf | Chris Chinenye Emezue | Sana Al-azzawi | Blessing Sibanda | Davis David | Lolwethu Ndolela | Jonathan Mukiibi | Tunde Ajayi | Tatiana Moteu | Brian Odhiambo | Abraham Owodunni | Nnaemeka Obiefuna | Muhidin Mohamed | Shamsuddeen Hassan Muhammad | Teshome Mulugeta Ababu | Saheed Abdullahi Salahudeen | Mesay Gemeda Yigezu | Tajuddeen Gwadabe | Idris Abdulmumin | Mahlet Taye | Oluwabusayo Awoyomi | Iyanuoluwa Shode | Tolulope Adelani | Habiba Abdulganiyu | Abdul-Hakeem Omotayo | Adetola Adeeko | Abeeb Afolabi | Anuoluwapo Aremu | Olanrewaju Samuel | Clemencia Siro | Wangari Kimotho | Onyekachi Ogbu | Chinedu Mbonu | Chiamaka Chukwuneke | Samuel Fanijo | Jessica Ojo | Oyinkansola Awosan | Tadesse Kebede | Toadoum Sari Sakayo | Pamela Nyatsine | Freedmore Sidume | Oreen Yousuf | Mardiyyah Oduwole | Kanda Tshinu | Ussen Kimanuka | Thina Diko | Siyanda Nxakama | Sinodos Nigusse | Abdulmejid Johar | Shafie Mohamed | Fuad Mire Hassan | Moges Ahmed Mehamed | Evrard Ngabire | Jules Jules | Ivan Ssenkungu | Pontus Stenetorp |

FiRo: Finite-context Indexing of Restricted Output Space for NLP Models Facing Noisy Input

Minh Nguyen | Nancy Chen |

FollowupQG: Towards information-seeking follow-up question generation

Yan Meng | Liangming Pan | Yixin Cao | Min-Yen Kan |

Only 5% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation

Zihan Liu | Zewei Sun | Shanbo Cheng | Shujian Huang | Mingxuan Wang |

MedRedQA for Medical Consumer Question Answering: Dataset, Tasks, and Neural Baselines

Vincent Nguyen | Sarvnaz Karimi | Maciej Rybinski | Zhenchang Xing |

Exploring the Impact of Training Data Distribution and Subword Tokenization on Gender Bias in Machine Translation

Bar Iluz | Tomasz Limisiewicz | Gabriel Stanovsky | David Mareček |

Current Status of NLP in South East Asia with Insights from Multilingualism and Language Diversity

Alham Fikri Aji | Jessica Zosa Forde | Alyssa Marie Loo | Lintang Sutawika | Skyler Wang | Genta Indra Winata | Zheng-Xin Yong | Ruochen Zhang | A. Seza Doğruöz | Yin Lin Tan | Jan Christian Blaise Cruz |

ProMap: Effective Bilingual Lexicon Induction via Language Model Prompting

Abdellah El Mekki | Muhammad Abdul-Mageed | ElMoatez Billah Nagoudi | Ismail Berrada | Ahmed Khoumsi |

Smoothing Entailment Graphs with Language Models

Nick McKenna | Tianyi Li | Mark Johnson | Mark Steedman |

Modeling Collaborative Dialogue in Minecraft with Action-Utterance Model

Takuma Ichikawa | Ryuichiro Higashinaka |

PICK: Polished & Informed Candidate Scoring for Knowledge-Grounded Dialogue Systems

Bryan Wilie | Yan Xu | Willy Chung | Samuel Cahyawijaya | Holy Lovenia | Pascale Fung |

Style-sensitive Sentence Embeddings for Evaluating Similarity in Speech Style of Japanese Sentences by Contrastive Learning

Yuki Zenimoto | Shinzan Komata | Takehito Utsuro |

Uncertainty Estimation for Debiased Models: Does Fairness Hurt Reliability?

Gleb Kuzmin | Artem Vazhentsev | Artem Shelmanov | Xudong Han | Simon Suster | Maxim Panov | Alexander Panchenko | Timothy Baldwin |

Improving Neural Machine Translation with Offline Evaluations

Min-Kyung Park | Byung-Jun Lee |

Semi-supervised News Discourse Profiling with Contrastive Learning

Ming Li | Ruihong Huang |