Adam Fisch
- Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 252 citations
#cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
- Confident Adaptive Language Modeling
2022/07/14 by Tal Schuster, Schuster, Tal, Adam Fisch +14 · 2 voices · 53 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation
2025/07/14 by Sangmin Bae, Bae, Sangmin, Yujin Kim +19 · 6 voices · 29 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
- Reading Wikipedia to Answer Open-Domain Questions
2017/03/31 by Danqi Chen, Adam Fisch, Chen, Danqi +5 · 97 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Making Pre-trained Language Models Better Few-shot Learners
2020/12/31 by Tianyu Gao, Gao, Tianyu, Adam Fisch +3 · 100 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Mitigating LLM Hallucinations via Conformal Abstention
2024/04/04 by Yasin Abbasi Yadkori, Yadkori, Yasin Abbasi, Ilja Kuzborskij +21 · 2 voices · 17 citations
Computer Science · Mathematics · Neuroscience · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Benford’s Law and Fraud Detection #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hallucinations in medical conditions #Machine Learning (cs.LG) #Quantum Mechanics and Applications #cs.AI #cs.CL #cs.LG
- Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning
2024/10/10 by Amrith Setlur, Chirag Nagpal, Setlur, Amrith +15 · 118 citations
Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
- Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking
2023/12/14 by Jacob Eisenstein, Chirag Nagpal, Eisenstein, Jacob +24 · 2 voices · 47 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques #Topic Modeling #cs.LG
- Conformal Risk Control
2022/08/04 by Anastasios N. Angelopoulos, Stephen Bates, Angelopoulos, Anastasios N. +7 · 44 citations
Mathematics · #Statistical Methods in Clinical Trials #Advanced Causal Inference Techniques #Statistical Methods and Inference
- Conformal Language Modeling
2023/06/16 by Victor Quach, Quach, Victor, Adam Fisch +11 · 32 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
- Robust Preference Optimization through Reward Model Distillation
2024/05/29 by Adam Fisch, Fisch, Adam, Jacob Eisenstein +13 · 2 voices · 28 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Criteria Decision Making #Technology and Data Analysis #cs.CL #cs.LG
- Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA
2024/10/28 by Sangmin Bae, Adam Fisch, Bae, Sangmin +10 · 2 voices · 15 citations
Engineering · Computer Science · #cs.CL #cs.LG
- MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension
2019/10/22 by Adam Fisch, Fisch, Adam, Alon Talmor +9 · 11 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- StarSpace: Embed All The Things!
2017/09/12 by Ledell Wu, Adam Fisch, Wu, Ledell +9 · 14 citations
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Few-shot Conformal Prediction with Auxiliary Tasks
2021/02/17 by Adam Fisch, Tal Schuster, Fisch, Adam +5 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Topic Modeling
- Calibrated Selective Classification
2022/08/25 by Adam Fisch, Tommi Jaakkola, Fisch, Adam +3 · 9 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- Block Transformer: Global-to-Local Language Modeling for Fast Inference
2024/06/04 by Namgyu Ho, Ho, Namgyu, Sangmin Bae +15 · 12 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
- Stratified Prediction-Powered Inference for Hybrid Language Model Evaluation
2024/06/06 by Adam Fisch, Joshua Maynez, Fisch, Adam +9 · 8 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
- Consistent Accelerated Inference via Confident Adaptive Transformers
2021/04/18 by Tal Schuster, Schuster, Tal, Adam Fisch +5 · 3 citations
Computer Science · #Topic Modeling #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms
- Don't lie to your friends: Learning what you know from collaborative self-play
2025/03/18 by Jacob Eisenstein, Eisenstein, Jacob, Reza Aghajani +13 · 2 voices · 5 citations
#cs.LG #cs.CL
- Bayesian Prediction-Powered Inference
2024/05/09 by Roswitha Hofer, Joshua Maynez, Hofer, R. Alex +9 · 3 citations
Computer Science · #Gaussian Processes and Bayesian Inference #Bayesian Methods and Mixture Models #Machine Learning and Data Classification
- Cost-Optimal Active AI Model Evaluation
2025/06/09 by Anastasios N. Angelopoulos, Jacob Eisenstein, Angelopoulos, Anastasios N. +7 · 2 voices · 3 citations
Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #Machine Learning and Algorithms
- CapWAP: Captioning with a Purpose
2020/11/09 by Adam Fisch, Kenton Lee, Fisch, Adam +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Efficiently Controlling Multiple Risks with Pareto Testing
2022/10/14 by Bracha Laufer-Goldshtein, Laufer-Goldshtein, Bracha, Adam Fisch +5 · 1 citation
Computer Science · #Machine Learning and Data Classification #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI)
- Towards Robust and Efficient Continual Language Learning
2023/07/11 by Adam Fisch, Fisch, Adam, Amal Rannen-Triki +11 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Topic Modeling
- MT-PingEval: Evaluating Multi-Turn Collaboration with Private Information Games
2026/02/27 by Jacob Eisenstein, Fantine Huot, Adam Fisch +2 · 2 voices
#cs.CL #cs.LG