Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing F i n d i n g s - E M N L P

Shufan Wang | Sébastien Jean | Sailik Sengupta | James Gung | Nikolaos Pappas | Yi Zhang |

Conversation Style Transfer using Few-Shot Learning IJCNLP AACL

Shamik Roy | Raphael Shu | Nikolaos Pappas | Elman Mansimov | Yi Zhang | Saab Mansour | Dan Roth |

Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification EMNLP

Mujeen Sung | James Gung | Elman Mansimov | Nikolaos Pappas | Raphael Shu | Salvatore Romeo | Yi Zhang | Vittorio Castelli |

ABC: Attention with Bounded-memory Control ACL

Hao Peng | Jungo Kasai | Nikolaos Pappas | Dani Yogatama | Zhaofeng Wu | Lingpeng Kong | Roy Schwartz | Noah Smith |

Modeling Context With Linear Attention for Scalable Document-Level Translation F i n d i n g s - E M N L P

Zhaofeng Wu | Hao Peng | Nikolaos Pappas | Noah A. Smith |

Finetuning Pretrained Transformers into RNNs EMNLP

Jungo Kasai | Hao Peng | Yizhe Zhang | Dani Yogatama | Gabriel Ilharco | Nikolaos Pappas | Yi Mao | Weizhu Chen | Noah A. Smith |

Sentence Bottleneck Autoencoders from Transformer Language Models EMNLP

Ivan Montero | Nikolaos Pappas | Noah A. Smith |

Plug and Play Autoencoders for Conditional Text Generation EMNLP

Florian Mai | Nikolaos Pappas | Ivan Montero | Noah A. Smith | James Henderson |

Multilevel Text Alignment with Cross-Document Attention EMNLP

Xuhui Zhou | Nikolaos Pappas | Noah A. Smith |

Grounded Compositional Outputs for Adaptive Language Modeling EMNLP

Nikolaos Pappas | Phoebe Mulcaire | Noah A. Smith |

GILE: A Generalized Input-Label Embedding for Text Classification TACL

Nikolaos Pappas | James Henderson |

Document-Level Neural Machine Translation with Hierarchical Attention Networks EMNLP

Lesly Miculicich | Dhananjay Ram | Nikolaos Pappas | James Henderson |

Self-Attentive Residual Decoder for Neural Machine Translation NAACL

Lesly Miculicich Werlen | Nikolaos Pappas | Dhananjay Ram | Andrei Popescu-Belis |

Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation TACL

Xiao Pu | Nikolaos Pappas | James Henderson | Andrei Popescu-Belis |

Beyond Weight Tying: Learning Joint Input-Output Embeddings for Neural Machine Translation EMNLP WMT WS

Nikolaos Pappas | Lesly Miculicich | James Henderson |

The SUMMA Platform Prototype EACL

Renars Liepins | Ulrich Germann | Guntis Barzdins | Alexandra Birch | Steve Renals | Susanne Weber | Peggy van der Kreeft | Hervé Bourlard | João Prieto | Ondřej Klejch | Peter Bell | Alexandros Lazaridis | Alfonso Mendes | Sebastian Riedel | Mariana S. C. Almeida | Pedro Balage | Shay B. Cohen | Tomasz Dwojak | Philip N. Garner | Andreas Giefer | Marcin Junczys-Dowmunt | Hina Imran | David Nogueira | Ahmed Ali | Sebastião Miranda | Andrei Popescu-Belis | Lesly Miculicich Werlen | Nikos Papasarantopoulos | Abiola Obamuyide | Clive Jones | Fahim Dalvi | Andreas Vlachos | Yang Wang | Sibo Tong | Rico Sennrich | Nikolaos Pappas | Shashi Narayan | Marco Damonte | Nadir Durrani | Sameer Khurana | Ahmed Abdelali | Hassan Sajjad | Stephan Vogel | David Sheppey | Chris Hernon | Jeff Mitchell |

Multilingual Hierarchical Attention Networks for Document Classification IJCNLP

Nikolaos Pappas | Andrei Popescu-Belis |

Sense-Aware Statistical Machine Translation using Adaptive Context-Dependent Clustering WMT WS

Xiao Pu | Nikolaos Pappas | Andrei Popescu-Belis |

Human versus Machine Attention in Document Classification: A Dataset with Crowdsourced Annotations SocialNLP WS

Nikolaos Pappas | Andrei Popescu-Belis |

Explaining the Stars: Weighted Multiple-Instance Learning for Aspect-Based Sentiment Analysis EMNLP

Nikolaos Pappas | Andrei Popescu-Belis |