Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs F i n d i n g s - E M N L P

Young-Suk Lee | Md Sultan | Yousef El-Kurdi | Tahira Naseem | Asim Munawar | Radu Florian | Salim Roukos | Ramón Astudillo |

Alignment via Mutual Information CoNLL

Shinjini Ghosh | Yoon Kim | Ramon Fernandez Astudillo | Tahira Naseem | Jacob Andreas |

Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing ACL

Maxwell Crouse | Pavan Kapanipathi | Subhajit Chaudhury | Tahira Naseem | Ramon Fernandez Astudillo | Achille Fokoue | Tim Klinger |

Inducing and Using Alignments for Transition-based AMR Parsing NAACL

Andrew Drozdov | Jiawei Zhou | Radu Florian | Andrew McCallum | Tahira Naseem | Yoon Kim | Ramón Astudillo |

DocAMR: Multi-Sentence AMR Representation and Evaluation NAACL

Tahira Naseem | Austin Blodgett | Sadhana Kumaravel | Tim O’Gorman | Young-Suk Lee | Jeffrey Flanigan | Ramón Astudillo | Radu Florian | Salim Roukos | Nathan Schneider |

Maximum Bayes Smatch Ensemble Distillation for AMR Parsing NAACL

Young-Suk Lee | Ramón Astudillo | Hoang Thanh Lam | Tahira Naseem | Radu Florian | Salim Roukos |

X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization EMNLP

Subhajit Chaudhury | Sarathkrishna Swaminathan | Chulaka Gunasekara | Maxwell Crouse | Srinivas Ravishankar | Daiki Kimura | Keerthiram Murugesan | Ramón Fernandez Astudillo | Tahira Naseem | Pavan Kapanipathi | Alexander Gray |

A Two-Stage Approach towards Generalization in Knowledge Base Question Answering F i n d i n g s - E M N L P

Srinivas Ravishankar | Dung Thai | Ibrahim Abdelaziz | Nandana Mihindukulasooriya | Tahira Naseem | Pavan Kapanipathi | Gaetano Rossiello | Achille Fokoue |

Bootstrapping Multilingual AMR with Contextual Word Alignments EACL

Janaki Sheth | Young-Suk Lee | Ramón Fernandez Astudillo | Tahira Naseem | Radu Florian | Salim Roukos | Todd Ward |

AMR Parsing with Action-Pointer Transformer NAACL

Jiawei Zhou | Tahira Naseem | Ramón Fernandez Astudillo | Radu Florian |

A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering ACL IJCNLP

Tahira Naseem | Srinivas Ravishankar | Nandana Mihindukulasooriya | Ibrahim Abdelaziz | Young-Suk Lee | Pavan Kapanipathi | Salim Roukos | Alfio Gliozzo | Alexander Gray |

evision PDF of 'Structural Guidance for Transformer Language Models ACL IJCNLP

Peng Qian | Tahira Naseem | Roger Levy | Ramón Fernandez Astudillo |

Leveraging Abstract Meaning Representation for Knowledge Base Question Answering Findings

Pavan Kapanipathi | Ibrahim Abdelaziz | Srinivas Ravishankar | Salim Roukos | Alexander Gray | Ramón Fernandez Astudillo | Maria Chang | Cristina Cornelio | Saswati Dana | Achille Fokoue | Dinesh Garg | Alfio Gliozzo | Sairam Gurajada | Hima Karanam | Naweed Khan | Dinesh Khandelwal | Young-Suk Lee | Yunyao Li | Francois Luus | Ndivhuwo Makondo | Nandana Mihindukulasooriya | Tahira Naseem | Sumit Neelam | Lucian Popa | Revanth Gangi Reddy | Ryan Riegel | Gaetano Rossiello | Udit Sharma | G P Shrivatsa Bhargav | Mo Yu |

Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing EMNLP

Jiawei Zhou | Tahira Naseem | Ramón Fernandez Astudillo | Young-Suk Lee | Radu Florian | Salim Roukos |

GPT-too: A Language-Model-First Approach for AMR-to-Text Generation ACL

Manuel Mager | Ramón Fernandez Astudillo | Tahira Naseem | Md Arafat Sultan | Young-Suk Lee | Radu Florian | Salim Roukos |

Transition-based Parsing with Stack-Transformers EMNLP Findings

Ramón Fernandez Astudillo | Miguel Ballesteros | Tahira Naseem | Austin Blodgett | Radu Florian |

Pushing the Limits of AMR Parsing with Self-Learning EMNLP Findings

Young-Suk Lee | Ramón Fernandez Astudillo | Tahira Naseem | Revanth Gangi Reddy | Radu Florian | Salim Roukos |

Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning ACL

Tahira Naseem | Abhishek Shah | Hui Wan | Radu Florian | Salim Roukos | Miguel Ballesteros |

IBM Research at the CoNLL 2018 Shared Task on Multilingual Parsing CoNLL

Hui Wan | Tahira Naseem | Young-Suk Lee | Vittorio Castelli | Miguel Ballesteros |

Proceedings of the Workshop on the Relevance of Linguistic Structure in Neural Architectures for NLP ACL WS

Georgiana Dinu | Miguel Ballesteros | Avirup Sil | Sam Bowman | Wael Hamza | Anders Sogaard | Tahira Naseem | Yoav Goldberg |

Selective Sharing for Multilingual Dependency Parsing ACL

Tahira Naseem | Regina Barzilay | Amir Globerson |

In-domain Relation Discovery with Meta-constraints via Posterior Regularization ACL

Harr Chen | Edward Benson | Tahira Naseem | Regina Barzilay |

Using Universal Linguistic Knowledge to Guide Grammar Induction EMNLP

Tahira Naseem | Harr Chen | Regina Barzilay | Mark Johnson |

Adding More Languages Improves Unsupervised Multilingual Part-of-Speech Tagging: a Bayesian Non-Parametric Approach NAACL

Benjamin Snyder | Tahira Naseem | Jacob Eisenstein | Regina Barzilay |

Unsupervised Multilingual Grammar Induction ACL IJCNLP

Benjamin Snyder | Tahira Naseem | Regina Barzilay |

Unsupervised Multilingual Learning for POS Tagging EMNLP

Benjamin Snyder | Tahira Naseem | Jacob Eisenstein | Regina Barzilay |