Learning Constraints for Structured Prediction Using Rectifier Networks ACL

Xingyuan Pan | Maitrey Mehta | Vivek Srikumar |

Structured Tuning for Semantic Role Labeling ACL

Tao Li | Parth Anand Jawale | Martha Palmer | Vivek Srikumar |

INFOTABS: Inference on Tables as Semi-structured Data ACL

Vivek Gupta | Maitrey Mehta | Pegah Nokhiz | Vivek Srikumar |

Sprucing up Supersenses: Untangling the Semantic Clusters of Accompaniment and Purpose COLING LAW

Jena D. Hwang | Nathan Schneider | Vivek Srikumar |

UNQOVERing Stereotyping Biases via Underspecified Questions EMNLP Findings

Tao Li | Daniel Khashabi | Tushar Khot | Ashish Sabharwal | Vivek Srikumar |

A Logic-Driven Framework for Consistency of Neural Models EMNLP

Tao Li | Vivek Gupta | Maitrey Mehta | Vivek Srikumar |

On the Limits of Learning to Actively Learn Semantic Representations CoNLL

Omri Koshorek | Gabriel Stanovsky | Yichu Zhou | Vivek Srikumar | Jonathan Berant |

Amazon at MRP 2019: Parsing Meaning Representations with Lexical and Phrasal Anchoring CoNLL

Jie Cao | Yi Zhang | Adel Youssef | Vivek Srikumar |

Augmenting Neural Networks with First-order Logic ACL

Tao Li | Vivek Srikumar |

Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes ACL

Jie Cao | Michael Tanana | Zac Imel | Eric Poitras | David Atkins | Vivek Srikumar |

Beyond Context: A New Perspective for Word Embeddings *SEMEVAL

Yichu Zhou | Vivek Srikumar |

Preparing SNACS for Subjects and Objects ACL WS

Adi Shalev | Jena D. Hwang | Nathan Schneider | Vivek Srikumar | Omri Abend | Ari Rappoport |

Visual Interrogation of Attention-Based Models for Natural Language Inference and Machine Comprehension EMNLP

Shusen Liu | Tao Li | Zhimin Li | Vivek Srikumar | Valerio Pascucci | Peer-Timo Bremer |

CogCompNLP: Your Swiss Army Knife for NLP LREC

Daniel Khashabi | Mark Sammons | Ben Zhou | Tom Redman | Christos Christodoulopoulos | Vivek Srikumar | Nicholas Rizzolo | Lev Ratinov | Guanheng Luo | Quang Do | Chen-Tse Tsai | Subhro Roy | Stephen Mayhew | Zhili Feng | John Wieting | Xiaodong Yu | Yangqiu Song | Shashank Gupta | Shyam Upadhyay | Naveen Arivazhagan | Qiang Ning | Shaoshi Ling | Dan Roth |

Comprehensive Supersense Disambiguation of English Prepositions and Possessives ACL

Nathan Schneider | Jena D. Hwang | Vivek Srikumar | Jakob Prange | Austin Blodgett | Sarah R. Moeller | Aviram Stern | Adi Bitan | Omri Abend |

Integer Linear Programming formulations in Natural Language Processing EACL

Dan Roth | Vivek Srikumar |

An Algebra for Feature Extraction ACL

Vivek Srikumar |

Double Trouble: The Problem of Construal in Semantic Annotation of Adpositions *SEMEVAL

Jena D. Hwang | Archna Bhatia | Na-Rae Han | Tim O’Gorman | Vivek Srikumar | Nathan Schneider |

Proceedings of the 2nd Workshop on Structured Prediction for Natural Language Processing WS

Kai-Wei Chang | Ming-Wei Chang | Vivek Srikumar | Alexander M. Rush |

Exploiting Sentence Similarities for Better Alignments EMNLP

Tao Li | Vivek Srikumar |

EDISON: Feature Extraction for NLP, Simplified LREC

Mark Sammons | Christos Christodoulopoulos | Parisa Kordjamshidi | Daniel Khashabi | Vivek Srikumar | Dan Roth |

Is Sentiment in Movies the Same as Sentiment in Psychotherapy? Comparisons Using a New Psychotherapy Sentiment Database WS

Michael Tanana | Aaron Dembe | Christina S. Soma | Zac Imel | David Atkins | Vivek Srikumar |

A Corpus of Preposition Supersenses LAW WS

Nathan Schneider | Jena D. Hwang | Vivek Srikumar | Meredith Green | Abhijit Suresh | Kathryn Conger | Tim O’Gorman | Martha Palmer |

Proceedings of the Workshop on Structured Prediction for NLP WS

Kai-Wei Chang | Ming-Wei Chang | Alexander Rush | Vivek Srikumar |

RhymeDesign: A Tool for Analyzing Sonic Devices in Poetry CLFL WS

Nina McCurdy | Vivek Srikumar | Miriah Meyer |

Recursive Neural Networks for Coding Therapist and Patient Behavior in Motivational Interviewing CLPsych WS

Michael Tanana | Kevin Hallgren | Zac Imel | David Atkins | Padhraic Smyth | Vivek Srikumar |

A Hierarchy with, of, and for Preposition Supersenses LAW WS

Nathan Schneider | Vivek Srikumar | Jena D. Hwang | Martha Palmer |

evision PDF of 'Modeling Biological Processes for Reading Comprehension EMNLP

Jonathan Berant | Vivek Srikumar | Pei-Chun Chen | Abby Vander Linden | Brittany Harding | Brad Huang | Peter Clark | Christopher D. Manning |

Correcting Grammatical Verb Errors EACL

Alla Rozovskaya | Dan Roth | Vivek Srikumar |

Margin-based Decomposed Amortized Inference ACL

Gourab Kundu | Vivek Srikumar | Dan Roth |

Modeling Semantic Relations Expressed by Prepositions TACL

Vivek Srikumar | Dan Roth |

On Amortizing Inference Cost for Structured Prediction CoNLL EMNLP

Vivek Srikumar | Gourab Kundu | Dan Roth |

An NLP Curator (or: How I Learned to Stop Worrying and Love NLP Pipelines) LREC

James Clarke | Vivek Srikumar | Mark Sammons | Dan Roth |

Predicting Structures in NLP: Constrained Conditional Models and Integer Linear Programming in NLP NAACL

Dan Goldwasser | Vivek Srikumar | Dan Roth |

A Joint Model for Extended Semantic Role Labeling EMNLP

Vivek Srikumar | Dan Roth |

Discriminative Learning over Constrained Latent Representations NAACL

Ming-Wei Chang | Dan Goldwasser | Dan Roth | Vivek Srikumar |

Extraction of Entailed Semantic Relations Through Syntax-Based Comma Resolution ACL

Vivek Srikumar | Roi Reichart | Mark Sammons | Ari Rappoport | Dan Roth |