Shikhar Murty

1. Grokking of Hierarchical Structure in Vanilla Transformers
   2023/05/30 by Shikhar Murty, Pratyusha Sharma, Murty, Shikhar +5 · 1 voice · 9 citations
   Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
2. NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild
   2024/10/03 by Shikhar Murty, Hao Zhu, Murty, Shikhar +5 · 2 voices · 15 citations
   Computer Science · Social Sciences · #Access Control and Trust #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Multi-Agent Systems and Negotiation #cs.CL
3. BAGEL: Bootstrapping Agents by Guiding Exploration with Language
   2024/03/12 by Shikhar Murty, Christopher D. Manning, Murty, Shikhar +7 · 8 citations
   Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
4. CLOSURE: Assessing Systematic Generalization of CLEVR Models
   2019/12/12 by Dzmitry Bahdanau, Bahdanau, Dzmitry, Harm de Vries +11 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
5. Thoughtbubbles: an Unsupervised Method for Parallel Thinking in Latent Space
   2025/09/30 by Houjun Liu, Liu, Houjun, Shikhar Murty +5 · 2 voices · 2 citations
   Computer Science · Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Games and Gamification #Educational Tools and Methods #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
6. MrT5: Dynamic Token Merging for Efficient Byte-level Language Models
   2024/10/28 by Julie Kallini, Shikhar Murty, Kallini, Julie +7 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
7. Characterizing Intrinsic Compositionality in Transformers with Tree Projections
   2022/11/02 by Shikhar Murty, Pratyusha Sharma, Murty, Shikhar +5 · 4 citations
   Computer Science · Neuroscience · #Natural Language Processing Techniques #Topic Modeling #Neurobiology of Language and Bilingualism
8. Pushdown Layers: Encoding Recursive Structure in Transformer Language Models
   2023/10/29 by Shikhar Murty, Murty, Shikhar, Pratyusha Sharma +5 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling