Proceedings of the Fourth Workshop on Insights from Negative Results in NLP insights WS

Shabnam Tafreshi | Arjun Akula | João Sedoc | Aleksandr Drozd | Anna Rogers | Anna Rumshisky |

KAFA: Rethinking Image Ad Understanding with Knowledge-Augmented Feature Adaptation of Vision-Language Models ACL

Zhiwei Jia | Pradyumna Narayana | Arjun Akula | Garima Pruthi | Hao Su | Sugato Basu | Varun Jampani |

Proceedings of the Third Workshop on Insights from Negative Results in NLP ACL insights

Shabnam Tafreshi | João Sedoc | Anna Rogers | Aleksandr Drozd | Anna Rumshisky | Arjun Akula |

ALFRED-L: Investigating the Role of Language for Action Learning in Interactive Visual Environments EMNLP

Arjun Akula | Spandana Gella | Aishwarya Padmakumar | Mahdi Namazifar | Mohit Bansal | Jesse Thomason | Dilek Hakkani-Tur |

CPL: Counterfactual Prompt Learning for Vision and Language Models EMNLP

Xuehai He | Diji Yang | Weixi Feng | Tsu-Jui Fu | Arjun Akula | Varun Jampani | Pradyumna Narayana | Sugato Basu | William Yang Wang | Xin Wang |

Mind the Context: The Impact of Contextualization in Neural Module Networks for Grounding Visual Referring Expressions EMNLP

Arjun Akula | Spandana Gella | Keze Wang | Song-Chun Zhu | Siva Reddy |

CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization EMNLP

Arjun Akula | Soravit Changpinyo | Boqing Gong | Piyush Sharma | Song-Chun Zhu | Radu Soricut |

Words Aren’t Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions ACL

Arjun Akula | Spandana Gella | Yaser Al-Onaizan | Song-Chun Zhu | Siva Reddy |

Classification of Attributes in a Natural Language Query into Different SQL Clauses RANLP

Ashish Palakurthi | Ruthu S M | Arjun Akula | Radhika Mamidi |

A Novel Approach Towards Incorporating Context Processing Capabilities in NLIDB System IJCNLP

Arjun Akula | Rajeev Sangal | Radhika Mamidi |