Sai Ashish Somayajula

24 papers A* 2Journal 14Unranked 7
YearRankTypeTitle / Venue / Authors
2026 — conf
EACL 2026 Student Research Workshop: Mentorship Program Report.
EACL (Student Research Workshop)
Selene Baez Santamaría, Sai Ashish Somayajula, Atsuki Yamaguchi
2026 — ed.
Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2026 - Volume 4: Student Research Workshop, Rabat, Morocco, March 26, 2026
EACL (Student Research Workshop)
Selene Baez Santamaria, Sai Ashish Somayajula, Atsuki Yamaguchi
2025 A* conf
Can Prompts Rewind Time for LLMs? Evaluating the Effectiveness of Prompted Knowledge Cutoffs.
EMNLP
Xin Gao, Ruiyi Zhang, Daniel Du, Saurabh Mahindre, Sai Ashish Somayajula, Pengtao Xie
2025 J jnl
Can Prompts Rewind Time for LLMs? Evaluating the Effectiveness of Prompted Knowledge Cutoffs.
CoRR
Xin Gao, Ruiyi Zhang, Daniel Du, Saurabh Mahindre, Sai Ashish Somayajula, Pengtao Xie
2025 J jnl
Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization.
Trans. Mach. Learn. Res.
Han Guo, Ramtin Hosseini, Ruiyi Zhang, Sai Ashish Somayajula, Ranak Roy Chowdhury, Rajesh K. Gupta, Pengtao Xie
2025 J jnl
DreamPRM: Domain-Reweighted Process Reward Model for Multimodal Reasoning.
CoRR
Qi Cao, Ruiyi Wang, Ruiyi Zhang, Sai Ashish Somayajula, Pengtao Xie
2025 — conf
Improving the Language Understanding Capabilities of Large Language Models Using Reinforcement Learning.
EMNLP (Findings)
Sai Ashish Somayajula, Bokai Hu, Qi Cao, Xin Pan, Pengtao Xie
2025 — conf
OraPlan-SQL: A Planning-Centric Framework for Complex Bilingual NL2SQL Reasoning.
IJCKG
Marianne Menglin Liu, Sai Ashish Somayajula, Syed Fahad Allam Shah, Sujith Ravi, Dan Roth
2025 J jnl
OraPlan-SQL: A Planning-Centric Framework for Complex Bilingual NL2SQL Reasoning.
CoRR
Marianne Menglin Liu, Sai Ashish Somayajula, Syed Fahad Allam Shah, Sujith Ravi, Dan Roth
2025 J jnl
TapWeight: Reweighting Pretraining Objectives for Task-Adaptive Pretraining.
Trans. Mach. Learn. Res.
Ruiyi Zhang, Sai Ashish Somayajula, Pengtao Xie
2024 — conf
AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning.
NAACL-HLT
Ruiyi Zhang, Rushi Qiang, Sai Ashish Somayajula, Pengtao Xie
2024 J jnl
AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning.
CoRR
Ruiyi Zhang, Rushi Qiang, Sai Ashish Somayajula, Pengtao Xie
2024 J jnl
Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization.
CoRR
Han Guo, Ramtin Hosseini, Ruiyi Zhang, Sai Ashish Somayajula, Ranak Roy Chowdhury, Rajesh K. Gupta, Pengtao Xie
2024 — conf
Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts.
NAACL-HLT
Sai Ashish Somayajula, Youwei Liang, Li Zhang, Abhishek Singh, Pengtao Xie
2024 J jnl
Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts.
CoRR
Sai Ashish Somayajula, Youwei Liang, Abhishek Singh, Li Zhang, Pengtao Xie
2024 J jnl
Improving the Language Understanding Capabilities of Large Language Models Using Reinforcement Learning.
CoRR
Bokai Hu, Sai Ashish Somayajula, Xin Pan, Zihan Huang, Pengtao Xie
2024 J jnl
TapWeight: Reweighting Pretraining Objectives for Task-Adaptive Pretraining.
CoRR
Ruiyi Zhang, Sai Ashish Somayajula, Pengtao Xie
2024 A* conf
Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models.
ICML
Mingjia Huo, Sai Ashish Somayajula, Youwei Liang, Ruisi Zhang, Farinaz Koushanfar, Pengtao Xie
2024 J jnl
Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models.
CoRR
Mingjia Huo, Sai Ashish Somayajula, Youwei Liang, Ruisi Zhang, Farinaz Koushanfar, Pengtao Xie
2024 J jnl
Transformer Architecture Search for Improving Out-of-Domain Generalization in Machine Translation.
Trans. Mach. Learn. Res.
Yiheng He, Ruiyi Zhang, Sai Ashish Somayajula, Pengtao Xie
2023 — conf
Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training.
ACL (Findings)
Sai Ashish Somayajula, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu
2022 J jnl
A Multi-Level Optimization Framework for End-to-End Text Augmentation.
Trans. Assoc. Comput. Linguistics
Sai Ashish Somayajula, Linfeng Song, Pengtao Xie
2021 J jnl
Improving Differentiable Architecture Search with a Generative Model.
CoRR
Ruisi Zhang, Youwei Liang, Sai Ashish Somayajula, Pengtao Xie
2020 — conf
Supervised Deep Learning for MIMO Precoding.
5G World Forum
Aravind Ganesh Pathapati, Nakka Chakradhar, PNVSSK Havish, Sai Ashish Somayajula, SaiDhiraj Amuru