Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting EMNLP

Preethi Lahoti | Nicholas Blumm | Xiao Ma | Raghavendra Kotikalapudi | Sahitya Potluri | Qijun Tan | Hansa Srinivasan | Ben Packer | Ahmad Beirami | Alex Beutel | Jilin Chen |

Database Search Results Disambiguation for Task-Oriented Dialog Systems NAACL

Kun Qian | Satwik Kottur | Ahmad Beirami | Shahin Shayandeh | Paul Crook | Alborz Geramifard | Zhou Yu | Chinnadhurai Sankar |

Robust Conversational Agents against Imperceptible Toxicity Triggers NAACL

Ninareh Mehrabi | Ahmad Beirami | Fred Morstatter | Aram Galstyan |

Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics F i n d i n g s - E M N L P

Hyundong Cho | Chinnadhurai Sankar | Christopher Lin | Kaushik Sadagopan | Shahin Shayandeh | Asli Celikyilmaz | Jonathan May | Ahmad Beirami |

Annotation Inconsistency and Entity Bias in MultiWOZ SIGDIAL

Kun Qian | Ahmad Beirami | Zhouhan Lin | Ankita De | Alborz Geramifard | Zhou Yu | Chinnadhurai Sankar |

An Analysis of State-of-the-Art Models for Situated Interactive MultiModal Conversations (SIMMC) SIGDIAL

Satwik Kottur | Paul Crook | Seungwhan Moon | Ahmad Beirami | Eunjoon Cho | Rajen Subba | Alborz Geramifard |

DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue ACL IJCNLP

Hung Le | Chinnadhurai Sankar | Seungwhan Moon | Ahmad Beirami | Alborz Geramifard | Satwik Kottur |

Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming COLING

Zhenpeng Zhou | Ahmad Beirami | Paul Crook | Pararth Shah | Rajen Subba | Alborz Geramifard |

Situated and Interactive Multimodal Conversations COLING

Seungwhan Moon | Satwik Kottur | Paul Crook | Ankita De | Shivani Poddar | Theodore Levin | David Whitney | Daniel Difranco | Ahmad Beirami | Eunjoon Cho | Rajen Subba | Alborz Geramifard |