MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types F i n d i n g s - A C L

Keerthiram Murugesan | Sarathkrishna Swaminathan | Soham Dan | Subhajit Chaudhury | Chulaka Gunasekara | Maxwell Crouse | Diwakar Mahajan | Ibrahim Abdelaziz | Achille Fokoue | Pavan Kapanipathi | Salim Roukos | Alexander Gray |

Self-Supervised Rule Learning to Link Text Segments to Relational Elements of Structured Knowledge F i n d i n g s - E M N L P

Shajith Ikbal | Udit Sharma | Hima Karanam | Sumit Neelam | Ronny Luss | Dheeraj Sreedhar | Pavan Kapanipathi | Naweed Khan | Kyle Erwin | Ndivhuwo Makondo | Ibrahim Abdelaziz | Achille Fokoue | Alexander Gray | Maxwell Crouse | Subhajit Chaudhury | Chitra Subramanian |

Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning ACL

Subhajit Chaudhury | Sarathkrishna Swaminathan | Daiki Kimura | Prithviraj Sen | Keerthiram Murugesan | Rosario Uceda-Sosa | Michiaki Tatsubori | Achille Fokoue | Pavan Kapanipathi | Asim Munawar | Alexander Gray |

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 |

Zero-shot Entity Linking with Less Data Findings NAACL

G P Shrivatsa Bhargav | Dinesh Khandelwal | Saswati Dana | Dinesh Garg | Pavan Kapanipathi | Salim Roukos | Alexander Gray | L Venkata Subramaniam |

SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases F i n d i n g s - E M N L P

Sumit Neelam | Udit Sharma | Hima Karanam | Shajith Ikbal | Pavan Kapanipathi | Ibrahim Abdelaziz | Nandana Mihindukulasooriya | Young-Suk Lee | Santosh Srivastava | Cezar Pendus | Saswati Dana | Dinesh Garg | Achille Fokoue | G P Shrivatsa Bhargav | Dinesh Khandelwal | Srinivas Ravishankar | Sairam Gurajada | Maria Chang | Rosario Uceda-Sosa | Salim Roukos | Alexander Gray | Guilherme Lima | Ryan Riegel | Francois Luus | L V Subramaniam |

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 |

Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules EMNLP

Prithviraj Sen | Breno William Carvalho | Ibrahim Abdelaziz | Pavan Kapanipathi | Salim Roukos | 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 |

Looking Beyond Sentence-Level Natural Language Inference for Question Answering and Text Summarization NAACL

Anshuman Mishra | Dhruvesh Patel | Aparna Vijayakumar | Xiang Lorraine Li | Pavan Kapanipathi | Kartik Talamadupula |

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 |

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 |

Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations ACL IJCNLP

Keerthiram Murugesan | Mattia Atzeni | Pavan Kapanipathi | Kartik Talamadupula | Mrinmaya Sachan | Murray Campbell |

Reading Comprehension as Natural Language Inference:A Semantic Analysis *SEM COLING SemEval

Anshuman Mishra | Dhruvesh Patel | Aparna Vijayakumar | Xiang Li | Pavan Kapanipathi | Kartik Talamadupula |

An Interface for Annotating Science Questions EMNLP

Michael Boratko | Harshit Padigela | Divyendra Mikkilineni | Pritish Yuvraj | Rajarshi Das | Andrew McCallum | Maria Chang | Achille Fokoue | Pavan Kapanipathi | Nicholas Mattei | Ryan Musa | Kartik Talamadupula | Michael Witbrock |

A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset ACL WS

Michael Boratko | Harshit Padigela | Divyendra Mikkilineni | Pritish Yuvraj | Rajarshi Das | Andrew McCallum | Maria Chang | Achille Fokoue-Nkoutche | Pavan Kapanipathi | Nicholas Mattei | Ryan Musa | Kartik Talamadupula | Michael Witbrock |