Kishaloy Halder
- Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty
2024/12/12 by Feng Yu, Feng, Yu, Phu Mon Htut +17 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Statistical and Computational Modeling
- Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis
2022/10/12 by Siddharth Varia, Varia, Siddharth, Shuai Wang +17 · 1 citation
Computer Science · #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies #Advanced Text Analysis Techniques
- Characterizing and Measuring Linguistic Dataset Drift
2023/05/26 by Tyler A. Chang, Kishaloy Halder, Chang, Tyler A. +11 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Inference time LLM alignment in single and multidomain preference spectrum
2024/10/24 by Sadat Shahriar, Zheng Qi, Shahriar, Sadat +13 · 2 citations
Computer Science · #Rough Sets and Fuzzy Logic #Data Management and Algorithms #Web Data Mining and Analysis
- Exploration of Plan-Guided Summarization for Narrative Texts: the Case of Small Language Models
2025/04/12 by Matt Grenander, Siddharth Varia, Grenander, Matt +9 · 1 citation
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling