Joshi, Nitish
- QuALITY: Question Answering with Long Input Texts, Yes!
2021/12/16 by Richard Yuanzhe Pang, Pang, Richard Yuanzhe, Alicia Parrish +19 · 14 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Testing the General Deductive Reasoning Capacity of Large Language Models Using OOD Examples
2023/05/24 by Saparov, Abulhair, Pang, Richard Yuanzhe, Padmakumar, Vishakh +4 · 11 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations
2023/05/22 by Si, Chenglei, Friedman, Dan, Joshi, Nitish +3 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- LLMs Are Prone to Fallacies in Causal Inference
2024/06/18 by Joshi, Nitish, Saparov, Abulhair, Wang, Yixin +1 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Nuisances via Negativa: Adjusting for Spurious Correlations via Data Augmentation
2022/10/04 by Aahlad Puli, Puli, Aahlad, Nitish Joshi +6 · 3 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Anomaly Detection Techniques and Applications
- Transformers Struggle to Learn to Search
2024/12/06 by Abulhair Saparov, Saparov, Abulhair, S. S. Pawar +15 · 6 citations
Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Multimodal Machine Learning Applications
- An Investigation of the (In)effectiveness of Counterfactually Augmented Data
2021/07/01 by Nitish Joshi, Joshi, Nitish, He He +1 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Mobile Crowdsensing and Crowdsourcing #Topic Modeling
- Personas as a Way to Model Truthfulness in Language Models
2023/10/27 by Nitish Joshi, Javier Rando, Joshi, Nitish +7 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Persona Design and Applications #Topic Modeling
- Are All Spurious Features in Natural Language Alike? An Analysis through a Causal Lens
2022/10/25 by Nitish Joshi, Xiang Pan, Joshi, Nitish +3 · 2 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Software Engineering Research
- Flattery, Fluff, and Fog: Diagnosing and Mitigating Idiosyncratic Biases in Preference Models
2025/06/05 by Anirudh Bharadwaj, Chaitanya Malaviya, Bharadwaj, Anirudh +5 · 2 voices · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling #cs.CL
- Cross-Lingual Training for Automatic Question Generation
2019/06/06 by Kumar, Vishwajeet, Joshi, Nitish, Mukherjee, Arijit +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Monitoring Decomposition Attacks in LLMs with Lightweight Sequential Monitors
2025/06/12 by Chen Yueh-Han, Yueh-Han, Chen, Nitish Joshi +9 · 4 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Topic Modeling