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Published Date

Publication

The Art of Saying No: Contextual Noncompliance in Language Models

Faeze Brahman, Sachin Kumar, Vidhisha Balachandran, Pradeep Dasigi, Valentina Pyatkin, Abhilasha Ravichander, Sarah Wiegreffe, Nouha Dziri, K. Chandu, Jack Hessel, Yulia Tsvetkov, Noah A. Smith, Yejin Choi, Hanna Hajishirzi, Vidhisha Balachandran

NeurIPS 2024 | July 2024

Publication

CORE: Resolving Code Quality Issues using LLMs

Nalin Wadhwa, Jui Pradhan, Atharv Sonwane, Surya Prakash Sahu, Nagarajan Natarajan, Aditya Kanade (kanadeaditya), Suresh Parthasarathy (supartha), Sriram Rajamani (sriram)

FSE | July 2024

Publication

RUBICON: Rubric-based Evaluation of Domain Specific Human-AI Conversations

Param Biyani, Yasharth Bajpai, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani

AIware: Proceedings of the 1st ACM International Conference on AI-Powered Software | July 2024

Best Paper Presentation Award

Publication

Exploring LLM-based Agents for Root Cause Analysis

Devjeet Roy, Xuchao Zhang, Rashi Bhave, Chetan Bansal, Pedro Las-Casas, Rodrigo Fonseca, Saravan Rajmohan

FSE ’24: 32nd ACM International Conference on the Foundations of Software Engineering | July 2024

Project

Publication

Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs

Enshu Liu, Junyi Zhu, Zinan Lin, Xuefei Ning, Matthew B. Blaschko, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang

June 2024

Publication

VALL-E R: Robust and Efficient Zero-Shot Text-to-Speech Synthesis via Monotonic Alignment

Bing Han, Long Zhou, Shujie Liu, Sanyuan Chen, Lingwei Meng, Yanming Qian, Yanqing Liu, Sheng Zhao, Jinyu Li, Furu Wei

June 2024

Project

EmoCtrl-TTS

Controlling Time-Varying Emotional States of Flow-Matching-Based Zero-Shot Text-to-Speech EmoCtrl-TTS is an emotion-controllable zero-shot TTS that can generate highly emotional speech with non-verbal vocalizations such as laughter and crying for any speaker. EmoCtrl-TTS is purely a…

Publication

Direct Preference Knowledge Distillation for Large Language Models

Yixing Li, Yuxian Gu, Li Dong, Dequan Wang, Yu Cheng, Furu Wei

June 2024

Microsoft Research Blog

Research Focus: Week of June 24, 2024

June 26, 2024 | Xenofon Foukas, Bozidar Radunovic, Francis Y. Yan, Lev Tankelevitch, Sean Rintel, Sudha Rao, Chris Brockett, Bill Dolan, Shruthi Bannur, Kenza Bouzid, Daniel Coelho de Castro, Anton Schwaighofer, Sam Bond-Taylor, Max Ilse, Fernando Pérez-García, Valentina Salvatelli, Harshita Sharma, Julia Gong, Anja Thieme, Matthew Lungren, Javier Alvarez-Valle, Stephanie Hyland, Payod Panda

In this issue: RENC makes 5G vRAN servers more energy efficient; CoExplorer uses AI to keep video meetings on track; Automatic bug detection in LLM-powered text-based games; MAIRA-2: Grounded radiology report generation.

Publication

Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions

Minghan Li, Heng Li, Zhi-Qi Cheng, Yifei Dong, Yuxuan Zhou, Jun-Yan He, Qi Dai, Teruko Mitamura, Alexander G. Hauptmann

NeurIPS 2024 | June 2024

Artificial Intelligence

Highlights