Context Generation Improves Open Domain Question Answering F i n d i n g s - E A C L

Dan Su | Mostofa Patwary | Shrimai Prabhumoye | Peng Xu | Ryan Prenger | Mohammad Shoeybi | Pascale Fung | Anima Anandkumar | Bryan Catanzaro |

Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning F i n d i n g s - E M N L P

Zhuolin Yang | Wei Ping | Zihan Liu | Vijay Korthikanti | Weili Nie | De-An Huang | Linxi Fan | Zhiding Yu | Shiyi Lan | Bo Li | Mohammad Shoeybi | Ming-Yu Liu | Yuke Zhu | Bryan Catanzaro | Chaowei Xiao | Anima Anandkumar |

Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study EMNLP

Boxin Wang | Wei Ping | Peng Xu | Lawrence McAfee | Zihan Liu | Mohammad Shoeybi | Yi Dong | Oleksii Kuchaiev | Bo Li | Chaowei Xiao | Anima Anandkumar | Bryan Catanzaro |

MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models EMNLP

Peng Xu | Mostofa Patwary | Mohammad Shoeybi | Raul Puri | Pascale Fung | Anima Anandkumar | Bryan Catanzaro |

Multi Sense Embeddings from Topic Models WS

Shobhit Jain | Sravan Babu Bodapati | Ramesh Nallapati | Anima Anandkumar |

Probabilistic FastText for Multi-Sense Word Embeddings ACL

Ben Athiwaratkun | Andrew Wilson | Anima Anandkumar |

Deep Active Learning for Named Entity Recognition Rep4NLP WS

Yanyao Shen | Hyokun Yun | Zachary Lipton | Yakov Kronrod | Animashree Anandkumar |