Dialog2API: Task-Oriented Dialogue with API Description and Example Programs. - Raphael Shu; Elman Mansimov; Tamer Alkhouli; Nikolaos Pappas 004; Salvatore Romeo; Arshit Gupta; Saab Mansour; Yi Zhang 001; Dan Roth 001 (CoRR, 2022)

Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification. - Mujeen Sung; James Gung; Elman Mansimov; Nikolaos Pappas 004; Raphael Shu; Salvatore Romeo; Yi Zhang 001; Vittorio Castelli (EMNLP, 2023)

Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing. - Shufan Wang; Sébastien Jean; Sailik Sengupta; James Gung; Nikolaos Pappas 004; Yi Zhang 001 (EMNLP (Findings), 2023)

Conversation Style Transfer using Few-Shot Learning. - Shamik Roy; Raphael Shu; Nikolaos Pappas 004; Elman Mansimov; Yi Zhang 001; Saab Mansour; Dan Roth 001 (IJCNLP (1), 2023)

VCC: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens. - Zhanpeng Zeng; Cole Hawkins; Mingyi Hong 001; Aston Zhang; Nikolaos Pappas 004; Vikas Singh; Shuai Zheng (NeurIPS, 2023)

Eliciting Better Multilingual Structured Reasoning from LLMs through Code. - Bryan Li; Tamer Alkhouli; Daniele Bonadiman; Nikolaos Pappas 004; Saab Mansour (ACL (1), 2024)

Backward Compatibility During Data Updates by Weight Interpolation. - Raphael Schumann; Elman Mansimov; Yi-An Lai; Nikolaos Pappas 004; Xibin Gao; Yi Zhang 001 (EACL (1), 2024)

Sequential Editing for Lifelong Training of Speech Recognition Models. - Devang Kulshreshtha; Nikolaos Pappas 004; Brady Houston; Saket Dingliwal; Srikanth Ronanki (INTERSPEECH, 2024)

MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets. - Hossein Aboutalebi; Hwanjun Song; Yusheng Xie; Arshit Gupta; Lijia Sun; Hang Su; Igor Shalyminov; Nikolaos Pappas 004; Siffi Singh; Saab Mansour (NAACL-HLT, 2024)

DeAL: Decoding-time Alignment for Large Language Models. - James Y. Huang; Sailik Sengupta; Daniele Bonadiman; Yi'an Lai; Arshit Gupta; Nikolaos Pappas 004; Saab Mansour; Katrin Kirchhoff; Dan Roth 001 (CoRR, 2024)

MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets. - Hossein Aboutalebi; Hwanjun Song; Yusheng Xie; Arshit Gupta; Justin Sun; Hang Su; Igor Shalyminov; Nikolaos Pappas 004; Siffi Singh; Saab Mansour (CoRR, 2024)

Inference time LLM alignment in single and multidomain preference spectrum. - Sadat Shahriar; Zheng Qi; Nikolaos Pappas 004; Srikanth Doss; Monica Sunkara; Kishaloy Halder; Manuel Mager; Yassine Benajiba (CoRR, 2024)

DiverseAgentEntropy: Quantifying Black-Box LLM Uncertainty through Diverse Perspectives and Multi-Agent Interaction. - Yu Feng 013; Phu Mon Htut; Zheng Qi; Wei Xiao; Manuel Mager; Nikolaos Pappas 004; Kishaloy Halder; Yang Li 150; Yassine Benajiba; Dan Roth 001 (CoRR, 2024)

DeAL: Decoding-time Alignment for Large Language Models. - James Y. Huang; Sailik Sengupta; Daniele Bonadiman; Yi-An Lai; Arshit Gupta; Nikolaos Pappas 004; Saab Mansour; Katrin Kirchhoff; Dan Roth 001 (ACL (1), 2025)

Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models. - Qin Liu 010; Chao Shang; Ling Liu; Nikolaos Pappas 004; Jie Ma 005; Neha Anna John; Srikanth Doss; Lluís Màrquez; Miguel Ballesteros; Yassine Benajiba (ACL (Findings), 2025)

Towards Long Context Hallucination Detection. - Siyi Liu; Kishaloy Halder; Zheng Qi; Wei Xiao; Nikolaos Pappas 004; Phu Mon Htut; Neha Anna John; Yassine Benajiba; Dan Roth 001 (NAACL (Findings), 2025)