Das, Kamalika

1. SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency
   2023/11/03 by Zhang, Jiaxin, Li, Zhuohang, Das, Kamalika +2 · 14 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
2. SPUQ: Perturbation-Based Uncertainty Quantification for Large Language Models
   2024/03/04 by Xiang Gao, Jiaxin Zhang, Gao, Xiang +5 · 9 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
3. Customizing Language Model Responses with Contrastive In-Context Learning
   2024/01/30 by Gao, Xiang, Das, Kamalika · 6 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization
   2024/02/17 by Cui, Wendi, Li, Zhuohang, Sun, Hao +5 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Discriminant Distance-Aware Representation on Deterministic Uncertainty Quantification Methods
   2024/02/20 by Zhang, Jiaxin, Das, Kamalika, Kumar, Sricharan · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models
   2024/10/12 by Jiaxin Zhang, Zhang, Jiaxin, Wendi Cui +7 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
7. A Survey of Automatic Prompt Optimization with Instruction-focused Heuristic-based Search Algorithm
   2025/02/26 by Cui, Wendi, Li, Zhuohang, Sun, Hao +5 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
8. The Behavior Gap: Evaluating Zero-shot LLM Agents in Complex Task-Oriented Dialogs
   2025/06/13 by Avinash Baidya, Baidya, Avinash, Xiang Gao +2 · 2 citations
   Computer Science · #Topic Modeling #Multi-Agent Systems and Negotiation
9. Survival of the Safest: Towards Secure Prompt Optimization through Interleaved Multi-Objective Evolution
   2024/10/12 by Ankita Sinha, Sinha, Ankita, Wendi Cui +5 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)