Publications (49)
Unsupervised Domain Adaptation using Lexical Transformations and Label Injection for Twitter Data
Akshat Gupta, Xiaomo Liu, Sameena Shah
Decoding Emotions: A comprehensive Multilingual Study of Speech Models for Speech Emotion Recognition
Anant Singh, Akshat Gupta
Unsupervised Self-Training for Sentiment Analysis of Code-Switched Data
Akshat Gupta, Sargam Menghani, Sai Krishna Rallabandi +1
Uncertainty-aware Active Learning of NeRF-based Object Models for Robot Manipulators using Visual and Re-orientation Actions
Saptarshi Dasgupta, Akshat Gupta, Shreshth Tuli +1
Identifying Multiple Personalities in Large Language Models with External Evaluation
Xiaoyang Song, Yuta Adachi, Jessie Feng +6
Acoustics Based Intent Recognition Using Discovered Phonetic Units for Low Resource Languages
Akshat Gupta, Xinjian Li, Sai Krishna Rallabandi +1
Evolutionary Strategies lead to Catastrophic Forgetting in LLMs
Immanuel Abdi, Akshat Gupta, Micah Mok +3
GlyphNet: Homoglyph domains dataset and detection using attention-based Convolutional Neural Networks
Akshat Gupta, Laxman Singh Tomar, Ridhima Garg
Sylber: Syllabic Embedding Representation of Speech from Raw Audio
Cheol Jun Cho, Nicholas Lee, Akshat Gupta +4
Disentangling Codemixing in Chats: The NUS ABC Codemixed Corpus
Svetlana Churina, Akshat Gupta, Insyirah Mujtahid +1
Intent Recognition and Unsupervised Slot Identification for Low Resourced Spoken Dialog Systems
Akshat Gupta, Olivia Deng, Akruti Kushwaha +4
Lifelong Knowledge Editing requires Better Regularization
Akshat Gupta, Phudish Prateepamornkul, Maochuan Lu +3
Self-Assessment Tests are Unreliable Measures of LLM Personality
Akshat Gupta, Xiaoyang Song, Gopala Anumanchipalli
Spatiotemporal Action Recognition in Restaurant Videos
Akshat Gupta, Milan Desai, Wusheng Liang +1
InterAct: Advancing Large-Scale Versatile 3D Human-Object Interaction Generation
Sirui Xu, Dongting Li, Yucheng Zhang +9
Are ChatGPT and GPT-4 Good Poker Players? -- A Pre-Flop Analysis
Akshat Gupta
A Unified Framework for Model Editing
Akshat Gupta, Dev Sajnani, Gopala Anumanchipalli
Rebuilding ROME : Resolving Model Collapse during Sequential Model Editing
Akshat Gupta, Sidharth Baskaran, Gopala Anumanchipalli
Blind Descent: A Prequel to Gradient Descent
Akshat Gupta, Prasad N R
AIR-JPMC@SMM4H'22: Classifying Self-Reported Intimate Partner Violence in Tweets with Multiple BERT-based Models
Alec Candidato, Akshat Gupta, Xiaomo Liu +1
On Building Spoken Language Understanding Systems for Low Resourced Languages
Akshat Gupta
Stochastic Lagrangian Dynamics of Vorticity. I. General Theory
Gregory L. Eyink, Akshat Gupta, Tamer Zaki
Multimodal Word Sense Disambiguation in Creative Practice
Manuel Ladron de Guevara, Christopher George, Akshat Gupta +2
Multilingual Speech Emotion Recognition With Multi-Gating Mechanism and Neural Architecture Search
Zihan Wang, Qi Meng, HaiFeng Lan +3
PokerBench: Training Large Language Models to become Professional Poker Players
Richard Zhuang, Akshat Gupta, Richard Yang +3
Cuttlefish: Library for Achieving Energy Efficiency in Multicore Parallel Programs
Sunil Kumar, Akshat Gupta, Vivek Kumar +1
Mere account mein kitna balance hai? -- On building voice enabled Banking Services for Multilingual Communities
Akshat Gupta, Sai Krishna Rallabandi, Alan W Black
Geometric Interpretation of Layer Normalization and a Comparative Analysis with RMSNorm
Akshat Gupta, Atahan Ozdemir, Gopala Anumanchipalli
FineZip : Pushing the Limits of Large Language Models for Practical Lossless Text Compression
Fazal Mittu, Yihuan Bu, Akshat Gupta +4
Probing Quantifier Comprehension in Large Language Models: Another Example of Inverse Scaling
Akshat Gupta
Automated Discovery Has No Universally Superior Harness
Akshat Gupta, Jermaine Lei, Alexander Lu +2
Weight Tying Biases Token Embeddings Towards the Output Space
Antonio Lopardo, Avyukth Harish, Catherine Arnett +1
REFinD: Relation Extraction Financial Dataset
Simerjot Kaur, Charese Smiley, Akshat Gupta +5
BOA Constrictor: A Mamba-based lossless compressor for High Energy Physics data
Akshat Gupta, Caterina Doglioni, Thomas Joseph Elliott
Field-driven dynamical demixing of binary mixtures
André S. Nunes, Akshat Gupta, Nuno A. M. Araújo +1
SJ_AJ@DravidianLangTech-EACL2021: Task-Adaptive Pre-Training of Multilingual BERT models for Offensive Language Identification
Sai Muralidhar Jayanthi, Akshat Gupta
The Oracle Has Spoken: A Multi-Aspect Evaluation of Dialogue in Pythia
Zixun Chen, Petr Babkin, Akshat Gupta +2
Model Editing at Scale leads to Gradual and Catastrophic Forgetting
Akshat Gupta, Anurag Rao, Gopala Anumanchipalli
Norm Growth and Stability Challenges in Localized Sequential Knowledge Editing
Akshat Gupta, Christine Fang, Atahan Ozdemir +4
Is Bigger Edit Batch Size Always Better? -- An Empirical Study on Model Editing with Llama-3
Junsang Yoon, Akshat Gupta, Gopala Anumanchipalli
Efficient Knowledge Editing via Minimal Precomputation
Akshat Gupta, Maochuan Lu, Thomas Hartvigsen +1
Stochastic Lagrangian Dynamics of Vorticity. II. Channel-Flow Turbulence
Gregory L. Eyink, Akshat Gupta, Tamer Zaki
Have Large Language Models Developed a Personality?: Applicability of Self-Assessment Tests in Measuring Personality in LLMs
Xiaoyang Song, Akshat Gupta, Kiyan Mohebbizadeh +2
TransPOS: Transformers for Consolidating Different POS Tagset Datasets
Alex Li, Ilyas Bankole-Hameed, Ranadeep Singh +2
Word-Free Spoken Language Understanding for Mandarin-Chinese
Zhiyuan Guo, Yuexin Li, Guo Chen +2
How Do LLMs Use Their Depth?
Akshat Gupta, Jay Yeung, Gopala Anumanchipalli +1
AdaEvolve: Adaptive LLM Driven Zeroth-Order Optimization
Mert Cemri, Shubham Agrawal, Akshat Gupta +9
Intent Classification Using Pre-trained Language Agnostic Embeddings For Low Resource Languages
Hemant Yadav, Akshat Gupta, Sai Krishna Rallabandi +2
Task-Specific Pre-Training and Cross Lingual Transfer for Code-Switched Data
Akshat Gupta, Sai Krishna Rallabandi, Alan Black