Martha Lewis
- 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 · 146 citations
#cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
- Using Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models
2024/02/14 by Martha Lewis, Lewis, Martha, Melanie Mitchell +1 · 2 voices · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
- Evaluating the Robustness of Analogical Reasoning in Large Language Models
2024/11/21 by Martha Lewis, Melanie Mitchell, Lewis, Martha +1 · 2 voices · 8 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Metaphor Understanding Challenge Dataset for LLMs
2024/03/18 by Xiaoyu Tong, Rochelle Choenni, Tong, Xiaoyu +5 · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
- Graded Entailment for Compositional Distributional Semantics
2016/01/19 by Desislava Bankova, Bob Coecke, Bankova, Desislava +5 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Category Theory (math.CT) #Computability, Logic, AI Algorithms #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Logic in Computer Science (cs.LO) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Topic Modeling
- Compositionality for Recursive Neural Networks
2019/01/30 by Martha Lewis, Lewis, Martha · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Category Theory (math.CT) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Topic Modeling