Ilia Kulikov
- Distilling System 2 into System 1
2024/07/08 by Ping Yu, Yu, Ping, Jing Xu +5 · 2 voices · 27 citations
#cs.CL #cs.AI
- From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models
2024/06/24 by Sean Welleck, Welleck, Sean, Amanda Bertsch +14 · 3 voices · 24 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Neural Text Generation with Unlikelihood Training
2019/08/12 by Sean Welleck, Welleck, Sean, Ilia Kulikov +9 · 35 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
- Seamless: Multilingual Expressive and Streaming Speech Translation
2023/12/08 by Seamless Communication, Communication, Seamless, Loïc Barrault +127 · 46 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech and dialogue systems #Topic Modeling #electronic engineering #information engineering
- Self-Taught Evaluators
2024/08/05 by Tianlu Wang, Ilia Kulikov, Wang, Tianlu +17 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
- Autodata: An agentic data scientist to create high quality synthetic data
2026/06/24 by Ilia Kulikov, Chenxi Whitehouse, Tianhao Wu +12 · 4 voices
#cs.AI #cs.CL #cs.LG
- NaturalReasoning: Reasoning in the Wild with 2.8M Challenging Questions
2025/02/18 by Weizhe Yuan, Yuan, Weizhe, Jian Yu +19 · 18 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques
- UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units
2022/12/15 by Hirofumi Inaguma, Sravya Popuri, Inaguma, Hirofumi +17 · 7 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Diverse Preference Optimization
2025/01/30 by Jack Lanchantin, Lanchantin, Jack, Angelica Chen +11 · 2 voices · 13 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- J1: Incentivizing Thinking in LLM-as-a-Judge via Reinforcement Learning
2025/05/15 by Chenxi Whitehouse, Whitehouse, Chenxi, Tianlu Wang +11 · 23 citations
Business, Management and Accounting · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Corporate Insolvency and Governance #FOS: Computer and information sciences #Law, Economics, and Judicial Systems #Machine Learning (cs.LG)
- Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit Prediction
2023/10/04 by Jiatong Shi, Shi, Jiatong, Hirofumi Inaguma +7 · 4 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Consistency of a Recurrent Language Model With Respect to Incomplete Decoding
2020/02/06 by Sean Welleck, Ilia Kulikov, Welleck, Sean +7 · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Adaptive Decoding via Latent Preference Optimization
2024/11/14 by Shehzaad Dhuliawala, Ilia Kulikov, Dhuliawala, Shehzaad +12 · 3 voices · 2 citations
Computer Science · #Neural Networks and Applications #cs.CL
- NaturalThoughts: Selecting and Distilling Reasoning Traces for General Reasoning Tasks
2025/07/02 by Yang Li, Youssef Emad, Li, Yang +19 · 11 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Topic Modeling #Multimodal Machine Learning Applications
- The Majority is not always right: RL training for solution aggregation
2025/09/08 by Zhao, Wenting, Pranjal Aggarwal, Aggarwal, Pranjal +8 · 17 citations
Decision Sciences · #Complex Systems and Decision Making
- Learning to Reason for Factuality
2025/08/07 by Xilun Chen, Ilia Kulikov, Chen, Xilun +13 · 10 citations
#cs.CL
- OptimalThinkingBench: Evaluating Over and Underthinking in LLMs
2025/08/18 by Pranjal Aggarwal, Aggarwal, Pranjal, Seungone Kim +11 · 10 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Library Science and Information Systems #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
- Investigating Decoder-only Large Language Models for Speech-to-text Translation
2024/07/03 by Chao-Wei Huang, Huang, Chao-Wei, Hui Lu +11 · 2 citations
Computer Science · #Natural Language Processing Techniques
- Named Entity Detection and Injection for Direct Speech Translation
2022/10/21 by Marco Gaido, Yun Tang, Gaido, Marco +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Bridging Offline and Online Reinforcement Learning for LLMs
2025/06/26 by Jack Lanchantin, Lanchantin, Jack, Angelica Chen +21 · 7 citations
Business, Management and Accounting · Engineering · #Collaboration in agile enterprises #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scheduling and Optimization Algorithms
- Textless Acoustic Model with Self-Supervised Distillation for Noise-Robust Expressive Speech-to-Speech Translation
2024/06/04 by Min-Jae Hwang, Hwang, Min-Jae, Ilia Kulikov +9 · 1 citation
Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Topic Modeling