Language Model Decoding as Likelihood–Utility Alignment F i n d i n g s - E A C L

Martin Josifoski | Maxime Peyrard | Frano Rajič | Jiheng Wei | Debjit Paul | Valentin Hartmann | Barun Patra | Vishrav Chaudhary | Emre Kiciman | Boi Faltings |

Everything you need to know about Multilingual LLMs: Towards fair, performant and reliable models for languages of the world ACL

Sunayana Sitaram | Monojit Choudhury | Barun Patra | Vishrav Chaudhary | Kabir Ahuja | Kalika Bali |

A Length-Extrapolatable Transformer ACL

Yutao Sun | Li Dong | Barun Patra | Shuming Ma | Shaohan Huang | Alon Benhaim | Vishrav Chaudhary | Xia Song | Furu Wei |

Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning ACL

Barun Patra | Saksham Singhal | Shaohan Huang | Zewen Chi | Li Dong | Furu Wei | Vishrav Chaudhary | Xia Song |

On Efficiently Acquiring Annotations for Multilingual Models ACL

Joel Moniz | Barun Patra | Matthew Gormley |

Invariant Language Modeling EMNLP

Maxime Peyrard | Sarvjeet Ghotra | Martin Josifoski | Vidhan Agarwal | Barun Patra | Dean Carignan | Emre Kiciman | Saurabh Tiwary | Robert West |

ScopeIt: Scoping Task Relevant Sentences in Documents COLING

Barun Patra | Vishwas Suryanarayanan | Chala Fufa | Pamela Bhattacharya | Charles Lee |

To Schedule or not to Schedule: Extracting Task Specific Temporal Entities and Associated Negation Constraints EMNLP

Barun Patra | Chala Fufa | Pamela Bhattacharya | Charles Lee |

Weakly Supervised Attention Networks for Entity Recognition EMNLP

Barun Patra | Joel Ruben Antony Moniz |

Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces ACL

Barun Patra | Joel Ruben Antony Moniz | Sarthak Garg | Matthew R. Gormley | Graham Neubig |