Vosoughi, Soroush
- Language Models are Multilingual Chain-of-Thought Reasoners
2022/10/06 by Freda Shi, Mirac Süzgün, Shi, Freda +20 · 75 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Judging the Judges: A Systematic Study of Position Bias in LLM-as-a-Judge
2024/06/12 by Lin Shi, Weicheng Ma, Shi, Lin +5 · 63 citations
Social Sciences · Economics, Econometrics and Finance · #Legal Education and Practice Innovations #Law, Economics, and Judicial Systems
- A Survey of Data Augmentation Approaches for NLP
2021/05/07 by Feng, Steven Y., Gangal, Varun, Wei, Jason +4 · 17 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Training Socially Aligned Language Models on Simulated Social Interactions
2023/05/26 by Liu, Ruibo, Yang, Ruixin, Jia, Chenyan +5 · 18 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Mitigating Political Bias in Language Models Through Reinforced Calibration
2021/04/30 by Ruibo Liu, Liu, Ruibo, Chenyan Jia +9 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Serial Position Effects of Large Language Models
2024/06/23 by Xiaobo Guo, Guo, Xiaobo, Soroush Vosoughi +1 · 8 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Temporal Working Memory: Query-Guided Segment Refinement for Enhanced Multimodal Understanding
2025/02/09 by Xingjian Diao, Diao, Xingjian, Chunhui Zhang +13 · 12 citations
Computer Science · #Speech and dialogue systems
- Interpretable Image Classification with Adaptive Prototype-based Vision Transformers
2024/10/28 by Ma, Chiyu, Donnelly, Jon, Liu, Wenjun +3 · 8 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Mind's Eye: Grounded Language Model Reasoning through Simulation
2022/10/11 by Liu, Ruibo, Wei, Jason, Gu, Shixiang Shane +5 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Diffusion Language Models Know the Answer Before Decoding
2025/08/27 by Li, Pengxiang, Zhou, Yefan, Muhtar, Dilxat +6 · 21 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models
2023/11/03 by Xie, Sean, Vosoughi, Soroush, Hassanpour, Saeed · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Bootstrapping Vision-Language Learning with Decoupled Language Pre-training
2023/07/13 by Yiren Jian, Jian, Yiren, Chong Gao +3 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Expedited Training of Visual Conditioned Language Generation via Redundancy Reduction
2023/10/05 by Yiren Jian, Tingkai Liu, Jian, Yiren +7 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Knowledge Infused Decoding
2022/04/06 by Ruibo Liu, Liu, Ruibo, Guo‐qing Zheng +13 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts
2024/02/16 by Guo, Xiaobo, Vosoughi, Soroush · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- SoundMind: RL-Incentivized Logic Reasoning for Audio-Language Models
2025/06/15 by Xingjian Diao, Diao, Xingjian, Chunhui Zhang +14 · 7 citations
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies
- Superficial Self-Improved Reasoners Benefit from Model Merging
2025/03/03 by Xiangchi Yuan, Yuan, Xiangchi, Chunhui Zhang +9 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
- EnCBP: A New Benchmark Dataset for Finer-Grained Cultural Background Prediction in English
2022/03/28 by Weicheng Ma, Samiha Datta, Ma, Weicheng +5 · 1 citation
Arts and Humanities · Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Linguistics, Language Diversity, and Identity #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Non-Parallel Text Style Transfer with Self-Parallel Supervision
2022/04/18 by Ruibo Liu, Chong Gao, Liu, Ruibo +7 · 1 citation
Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
- Contrastive Learning for Prompt-Based Few-Shot Language Learners
2022/05/03 by Jian, Yiren, Gao, Chongyang, Vosoughi, Soroush · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings
2022/09/20 by Jian, Yiren, Gao, Chongyang, Vosoughi, Soroush · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- AlphaLoRA: Assigning LoRA Experts Based on Layer Training Quality
2024/10/14 by Qing, Peijun, Gao, Chongyang, Zhou, Yefan +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits
2023/01/01 by Liu, Ruibo, Jia, Chenyan, Zhang, Ge +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization
2024/06/05 by Xiaobo Guo, Guo, Xiaobo, Soroush Vosoughi +1 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text and Document Classification Technologies
- Pretrained Image-Text Models are Secretly Video Captioners
2025/02/19 by Zhang, Chunhui, Jian, Yiren, Ouyang, Zhongyu +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Semantic Compositions Enhance Vision-Language Contrastive Learning
2024/07/01 by Aladago, Maxwell, Torresani, Lorenzo, Vosoughi, Soroush · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Achieving Domain-Independent Certified Robustness via Knowledge Continuity
2024/11/03 by Alan Sun, Sun, Alan, Chengbin Ma +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ImpScore: A Learnable Metric For Quantifying The Implicitness Level of Sentence
2024/11/07 by Wang, Yuxin, Zhu, Xiaomeng, Lyu, Weimin +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Communication is All You Need: Persuasion Dataset Construction via Multi-LLM Communication
2025/02/13 by Ma, Weicheng, Zhang, Hefan, Yang, Ivory +8 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences