Abulhair Saparov
Carnegie Mellon University(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Software Engineering Research, AI-based Problem Solving and Planning
Most-Cited Works
- → Never-ending learning(2018)499 cited
- → Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought(2022)38 cited
- → Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners?(2024)21 cited
- → Testing the General Deductive Reasoning Capacity of Large Language Models Using OOD Examples(2023)17 cited
- → Foundational Challenges in Assuring Alignment and Safety of Large Language Models(2024)14 cited
- → A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models(2024)10 cited
- → Effects of passive dendritic tree properties on the firing dynamics of a leaky-integrate-and-fire neuron(2015)9 cited
- → Jelly Bean World: A Testbed for Never-Ending Learning(2020)7 cited
- → LLMs Are Prone to Fallacies in Causal Inference(2024)7 cited
- → Retrieval-Augmented Chain-of-Thought in Semi-structured Domains(2023)4 cited