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Akshat Gupta

Akshat Gupta interacted with

UC Berkeley (BAIR)
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Papers · 42
  1. Automated Discovery Has No Universally Superior Harness
    2026-07-20alphaXiv arXiv S2
  2. BOA constrictor: a Mamba-based lossless compressor for scientific data
    Machine Learning: Science and Technology2026-04-24S2
  3. Weight Tying Biases Token Embeddings Towards the Output Space
    Annual Meeting of the Association for Computational Linguistics2026-03-27alphaXiv arXiv S2
  4. AdaEvolve: Adaptive LLM Driven Zeroth-Order Optimization
    arXiv.org2026-02-23alphaXiv arXiv S2
  5. Evolutionary Strategies lead to Catastrophic Forgetting in LLMs
    arXiv.org2026-01-28alphaXiv arXiv S2
  6. Geometric Interpretation of Layer Normalization and a Comparative Analysis with RMSNorm
    Conference of the European Chapter of the Association for Computational Linguistics2026S2
  7. OrthoEdit: Principled and Stable Knowledge Editing via Orthogonal Subspace Projection
    Transactions of the Association for Computational Linguistics2026S2
  8. Evolutionary Strategies at Scale lead to Catastrophic Forgetting
    Annual Meeting of the Association for Computational Linguistics2026S2
  9. BOA Constrictor: A Mamba-based lossless compressor for High Energy Physics data
    2025-11-14alphaXiv arXiv S2
  10. How Do LLMs Use Their Depth?
    arXiv.org2025-10-21alphaXiv arXiv S2
  11. The Oracle Has Spoken: A Multi-Aspect Evaluation of Dialogue in Pythia
    arXiv.org2025-09-20alphaXiv arXiv S2
  12. GAN-Based Synthetic Financial Data Generation for Stress Testing AI Models
    2025 7th International Conference on Information Systems and Computer Networks (ISCON)2025-09-05S2
  13. Integrated OpenCV and Machine Learning Approach for Lane and Signal Detection in Self-Driving Cars
    2025 International Conference on Sustainability, Innovation & Technology (ICSIT)2025-08-22S2
  14. Efficient Knowledge Editing via Minimal Precomputation
    Annual Meeting of the Association for Computational Linguistics2025-06-04alphaXiv arXiv S2
  15. Disentangling Codemixing in Chats: The NUS ABC Codemixed Corpus
    Annual Meeting of the Association for Computational Linguistics2025-05-31alphaXiv arXiv S2
  16. Norm Growth and Stability Challenges in Localized Sequential Knowledge Editing
    arXiv.org2025-02-26alphaXiv arXiv S2
  17. Lifelong Knowledge Editing requires Better Regularization
    Conference on Empirical Methods in Natural Language Processing2025-02-03alphaXiv arXiv S2
  18. PokerBench: Training Large Language Models to become Professional Poker Players
    AAAI Conference on Artificial Intelligence2025-01-14alphaXiv arXiv S2
  19. SeqMMR: Sequential Model Merging and LLM Routing for Enhanced Batched Sequential Knowledge Editing
    Annual Meeting of the Association for Computational Linguistics2025S2
  20. Lifelong Sequential Knowledge Editing without Model Degradation
    arXiv.org2025S2
  21. Sylber: Syllabic Embedding Representation of Speech from Raw Audio
    International Conference on Learning Representations2024-10-09alphaXiv arXiv S2
  22. FineZip : Pushing the Limits of Large Language Models for Practical Lossless Text Compression
    arXiv.org2024-09-25alphaXiv arXiv S2
  23. Geometric Interpretation of Layer Normalization and a Comparative Analysis with RMSNorm
    2024-09-19alphaXiv arXiv S2
  24. Navigating Enterprise Constraints: Building a Hybrid Multi-Modal Mobile Intelligent App
    IEEE International Conference on Mobile Cloud Computing, Services, and Engineering2024-07-15S2
  25. Is Bigger Edit Batch Size Always Better? - An Empirical Study on Model Editing with Llama-3
    arXiv.org2024-05-01alphaXiv arXiv S2
  26. A Unified Framework for Model Editing
    Conference on Empirical Methods in Natural Language Processing2024-03-21alphaXiv arXiv S2
  27. Rebuilding ROME : Resolving Model Collapse during Sequential Model Editing
    Conference on Empirical Methods in Natural Language Processing2024-03-11alphaXiv arXiv S2
  28. Identifying Multiple Personalities in Large Language Models with External Evaluation
    arXiv.org2024-02-22alphaXiv arXiv S2
  29. Model Editing at Scale leads to Gradual and Catastrophic Forgetting
    Annual Meeting of the Association for Computational Linguistics2024-01-15alphaXiv arXiv S2
  30. Self-Assessment Tests are Unreliable Measures of LLM Personality
    BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP2023-09-15alphaXiv arXiv S2
  31. Are ChatGPT and GPT-4 Good Poker Players? - A Pre-Flop Analysis
    arXiv.org2023-08-23alphaXiv arXiv S2
  32. Probing Quantifier Comprehension in Large Language Models: Another Example of Inverse Scaling
    BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP2023-06-12alphaXiv arXiv S2
  33. Have Large Language Models Developed a Personality?: Applicability of Self-Assessment Tests in Measuring Personality in LLMs
    arXiv.org2023-05-24alphaXiv arXiv S2
  34. REFinD: Relation Extraction Financial Dataset
    Annual International ACM SIGIR Conference on Research and Development in Information Retrieval2023-05-22alphaXiv arXiv S2
  35. On Building Spoken Language Understanding Systems for Low Resourced Languages
    Special Interest Group on Computational Morphology and Phonology Workshop2022-05-25alphaXiv arXiv S2
  36. Survey of artificial intelligence approaches in the study of anthropogenic impacts on symbiotic organisms – a holistic view
    Symbiosis2021-05-20S2
  37. Intent Recognition and Unsupervised Slot Identification for Low-Resourced Spoken Dialog Systems
    Automatic Speech Recognition & Understanding2021-04-03alphaXiv arXiv S2
  38. Unsupervised Self-Training for Sentiment Analysis of Code-Switched Data
    CALCS2021-03-27alphaXiv arXiv S2
  39. Task-Specific Pre-Training and Cross Lingual Transfer for Sentiment Analysis in Dravidian Code-Switched Languages
    DRAVIDIANLANGTECH2021-02-24alphaXiv arXiv S2
  40. SJ_AJ@DravidianLangTech-EACL2021: Task-Adaptive Pre-Training of Multilingual BERT models for Offensive Language Identification
    DRAVIDIANLANGTECH2021-02-01alphaXiv arXiv S2
  41. Acoustics Based Intent Recognition Using Discovered Phonetic Units for Low Resource Languages
    IEEE International Conference on Acoustics, Speech, and Signal Processing2020-11-07alphaXiv arXiv S2
  42. Mere account mein kitna balance hai? - On building voice enabled Banking Services for Multilingual Communities
    arXiv.org2020-10-09alphaXiv arXiv S2