Aligning Paralinguistic Understanding and Generation in Speech LLMs via Multi-Task Reinforcement Learning. - Kim, Minseok; Chen, Jingxiang; Leem, Seong-Gyun; Huang, Yin; Rungta, Rashi; Ouyang, Zhicheng; Wu, Haibin; Appini, Surya Teja; Bansal, Ankur; Bai, Yang; Liu, Yue; Metze, Florian; et al. (2026)

Aligning Paralinguistic Understanding and Generation in Speech LLMs via Multi-Task Reinforcement Learning. - Chen, Jingxiang; Kim, Minseok; Leem, Seong-Gyun; Huang, Yin; Rungta, Rashi; Ouyang, Zhicheng; Wu, Haibin; Appini, Surya Teja; Bansal, Ankur; Bai, Yang; Liu, Yue; Metze, Florian; et al. (CoRR, 2026)

Refine-n-Judge: Curating High-Quality Preference Chains for LLM-Fine-Tuning. - Cayir, Derin; Tao, Renjie; Rungta, Rashi; Sun, Kai; Chen, Sean; Khan, Haidar; Kim, Minseok; Reinspach, Julia; Liu, Yue (CoRR, 2025)

Attention or Convolution: Transformer Encoders in Audio Language Models for Inference Efficiency. - Jeon, Sungho; Yeh, Ching-Feng; Inan, Hakan; Hsu, Wei-Ning; Rungta, Rashi; Mehdad, Yashar; Bikel, Daniel (2024)

Effective Long-Context Scaling of Foundation Models. - Xiong, Wenhan; Liu, Jingyu; Molybog, Igor; Zhang, Hejia; Bhargava, Prajjwal; Hou, Rui; Martin, Louis; Rungta, Rashi; Sankararaman, Karthik Abinav; Oguz, Barlas; Khabsa, Madian; Fang, Han; et al. (2024)

Llama 2: Open Foundation and Fine-Tuned Chat Models. - Touvron, Hugo; Martin, Louis; Stone, Kevin; Albert, Peter; Almahairi, Amjad; Babaei, Yasmine; Bashlykov, Nikolay; Batra, Soumya; Bhargava, Prajjwal; Bhosale, Shruti; Bikel, Dan; Blecher, Lukas; et al. (CoRR, 2023)

Effective Long-Context Scaling of Foundation Models. - Xiong, Wenhan; Liu, Jingyu; Molybog, Igor; Zhang, Hejia; Bhargava, Prajjwal; Hou, Rui; Martin, Louis; Rungta, Rashi; Sankararaman, Karthik Abinav; Oguz, Barlas; Khabsa, Madian; Fang, Han; et al. (CoRR, 2023)

Attention or Convolution: Transformer Encoders in Audio Language Models for Inference Efficiency. - Jeon, Sungho; Yeh, Ching-Feng; Inan, Hakan; Hsu, Wei-Ning; Rungta, Rashi; Mehdad, Yashar; Bikel, Daniel (CoRR, 2023)

Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations. - Inan, Hakan; Upasani, Kartikeya; Chi, Jianfeng; Rungta, Rashi; Iyer, Krithika; Mao, Yuning; Tontchev, Michael; Hu, Qing; Fuller, Brian; Testuggine, Davide; Khabsa, Madian (CoRR, 2023)

Structured Summarization: Unified Text Segmentation and Segment Labeling as a Generation Task. - Inan, Hakan; Rungta, Rashi; Mehdad, Yashar (CoRR, 2022)

Sieg at MEDIQA 2019: Multi-task Neural Ensemble for Biomedical Inference and Entailment. - Bhaskar, Sai Abishek; Rungta, Rashi; Route, James; Nyberg, Eric; Mitamura, Teruko (2019)