Suzgun, Mirac
- Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them
2022/10/17 by Suzgun, Mirac, Scales, Nathan, Schärli, Nathanael +8 · 233 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Scaling Instruction-Finetuned Language Models
2022/10/20 by Hyung Won Chung, Le Hou, Chung, Hyung Won +62 · 237 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding
2024/01/23 by Mirac Süzgün, Mirac Suzgun, Suzgun, Mirac +2 · 2 voices · 23 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Human-Computer Interaction (cs.HC) #Topic Modeling #cs.AI #cs.CL #cs.HC
- Language Models are Multilingual Chain-of-Thought Reasoners
2022/10/06 by Freda Shi, Mirac Süzgün, Shi, Freda +20 · 59 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
- Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions
2023/09/14 by Federico Bianchi, Mirac Süzgün, Mirac Suzgun +12 · 2 voices · 49 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
- Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools
2024/05/30 by Magesh, Varun, Surani, Faiz, Dahl, Matthew +3 · 43 citations
#Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- Do Language Models Know When They're Hallucinating References?
2023/05/29 by Ayush Agrawal, Agrawal, Ayush, Suzgun, Mirac +4 · 12 citations
Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Misinformation and Its Impacts #Topic Modeling
- Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory
2025/04/10 by Suzgun, Mirac, Yuksekgonul, Mert, Bianchi, Federico +2 · 17 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Benchmark for Learning to Translate a New Language from One Grammar Book
2023/09/28 by Tanzer, Garrett, Suzgun, Mirac, Visser, Eline +2 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications
2022/07/08 by Mirac Süzgün, Luke Melas-Kyriazi, Suzgun, Mirac +7 · 6 citations
Business, Management and Accounting · Economics, Econometrics and Finance · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Innovation Policy and R&D #Intellectual Property and Patents #Machine Learning (cs.LG)
- Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding
2022/11/14 by Mirac Süzgün, Luke Melas-Kyriazi, Suzgun, Mirac +3 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- LSTM Networks Can Perform Dynamic Counting
2019/06/09 by Suzgun, Mirac, Gehrmann, Sebastian, Belinkov, Yonatan +1 · 3 citations
#Computation and Language (cs.CL) #F.4.3 #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL) #I.2.6 #I.2.7 #Machine Learning (cs.LG)
- Cost-of-Pass: An Economic Framework for Evaluating Language Models
2025/04/17 by Erol, Mehmet Hamza, El, Batu, Suzgun, Mirac +2 · 9 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- On Evaluating the Generalization of LSTM Models in Formal Languages
2018/11/02 by Mirac Süzgün, Yonatan Belinkov, Suzgun, Mirac +3 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Algorithms
- Memory-Augmented Recurrent Neural Networks Can Learn Generalized Dyck Languages
2019/11/08 by Mirac Süzgün, Suzgun, Mirac, Sebastian Gehrmann +5 · 3 citations
Computer Science · Social Sciences · #Music and Audio Processing #Natural Language Processing Techniques #Language and cultural evolution
- Belief in the Machine: Investigating Epistemological Blind Spots of Language Models
2024/10/28 by Mirac Suzgun, Tayfun Gur, Suzgun, Mirac +11 · 3 voices · 2 citations
#cs.CL #cs.AI #cs.CY
- string2string: A Modern Python Library for String-to-String Algorithms
2023/04/27 by Suzgun, Mirac, Shieber, Stuart M., Jurafsky, Dan · 1 citation
#Computation and Language (cs.CL) #Digital Libraries (cs.DL) #FOS: Computer and information sciences