Hassan Sajjad
- On the effect of dropping layers of pre-trained transformer models
2022/07/22 by Hassan Sajjad, Fahim Dalvi, Nadir Durrani +1 · 14 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Representation Noising: A Defence Mechanism Against Harmful Finetuning
2024/05/23 by Domenic Rosati, Rosati, Domenic, J.M. Wehner +17 · 14 citations
Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
- Identifying and Controlling Important Neurons in Neural Machine Translation
2018/11/03 by Anthony Bau, Yonatan Belinkov, Bau, Anthony +9 · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- SUGARCREPE++ Dataset: Vision-Language Model Sensitivity to Semantic and Lexical Alterations
2024/06/17 by Sri Harsha Dumpala, Aman Jaiswal, Dumpala, Sri Harsha +9 · 10 citations
Computer Science · Psychology · #68T45 #68T50 #Advanced Image and Video Retrieval Techniques #Categorization, perception, and language #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.2.7 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Reference-Guided Verdict: LLMs-as-Judges in Automatic Evaluation of Free-Form QA
2024/08/17 by Sher Badshah, Badshah, Sher, Hassan Sajjad +1 · 7 citations
Social Sciences · #68T07 #68T20 #68T50 #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Comparative and International Law Studies #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.0 #I.2.2 #I.2.7 #Legal Education and Practice Innovations
- Discovering Latent Concepts Learned in BERT
2022/05/15 by Fahim Dalvi, Dalvi, Fahim, Abdul Rafae Khan +9 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Discovering Salient Neurons in Deep NLP Models
2022/06/27 by Nadir Durrani, Fahim Dalvi, Durrani, Nadir +3 · 3 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language and cultural evolution #Natural Language Processing Techniques #Topic Modeling
- Quantifying the Capabilities of LLMs across Scale and Precision
2024/05/06 by Sher Badshah, Badshah, Sher, Hassan Sajjad +1 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- Understanding Types of Users on Twitter
2014/06/05 by Muhammad Moeen Uddin, Uddin, Muhammad Moeen, Muhammad Imran +3 · 2 citations
Computer Science · Social Sciences · #Spam and Phishing Detection #Sentiment Analysis and Opinion Mining #Misinformation and Its Impacts
- Data-centric Prediction Explanation via Kernelized Stein Discrepancy
2024/03/22 by Mahtab Sarvmaili, Hassan Sajjad, Sarvmaili, Mahtab +3 · 2 citations
Computer Science · #Machine Learning in Healthcare #Generative Adversarial Networks and Image Synthesis #AI in cancer detection
- Impact of Adversarial Training on Robustness and Generalizability of Language Models
2022/11/10 by Enes Altınışık, Hassan Sajjad, Altinisik, Enes +7 · 1 citation
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Adversarial Robustness in Machine Learning
- Distribution-Specific Curvature Control with Finite-Sample Guarantees for Open-Weight Safety
2026/07/24 by Domenic Rosati, Ali Dadsetan, Hong Huang +5
#cs.LG