Abhilasha Ravichander
- The Generative AI Paradox: "What It Can Create, It May Not Understand"
2023/10/31 by Peter West, Ximing Lu, West, Peter +27 · 5 voices · 13 citations
Computer Science · Social Sciences · Medicine · #cs.AI #cs.CL #cs.CV #cs.LG
- Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research
2024/01/31 by Luca Soldaini, Soldaini, Luca, Rodney Kinney +69 · 80 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- OLMo: Accelerating the Science of Language Models
2024/02/01 by Dirk Groeneveld, Iz Beltagy, Groeneveld, Dirk +83 · 76 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Measuring and Improving Consistency in Pretrained Language Models
2021/02/01 by Yanai Elazar, Elazar, Yanai, Nora Kassner +11 · 28 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- What's In My Big Data?
2023/10/31 by Yanai Elazar, Akshita Bhagia, Elazar, Yanai +23 · 3 voices · 12 citations
#cs.CL #cs.LG
- The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning
2023/12/04 by Bill Yuchen Lin, Abhilasha Ravichander, Lin, Bill Yuchen +13 · 33 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Stress Test Evaluation for Natural Language Inference
2018/06/02 by Aakanksha Naik, Naik, Aakanksha, Abhilasha Ravichander +7 · 11 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- The Art of Saying No: Contextual Noncompliance in Language Models
2024/07/02 by Faeze Brahman, Brahman, Faeze, Sachin Kumar +26 · 2 voices · 14 citations
Computer Science · #Hate Speech and Cyberbullying Detection #Multi-Agent Systems and Negotiation #cs.AI #cs.CL #cs.HC
- HALoGEN: Fantastic LLM Hallucinations and Where to Find Them
2025/01/14 by Abhilasha Ravichander, Shrusti Ghela, Ravichander, Abhilasha +5 · 4 voices · 11 citations
Arts and Humanities · Medicine · Neuroscience · #Mental Health and Psychiatry #Biofield Effects and Biophysics #Hallucinations in medical conditions
- MacGyver: Are Large Language Models Creative Problem Solvers?
2023/11/16 by Yufei Tian, Tian, Yufei, Abhilasha Ravichander +15 · 7 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
- Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models
2025/03/15 by Abhilasha Ravichander, Jillian Fisher, Ravichander, Abhilasha +15 · 1 voice · 5 citations
#cs.CL
- Measuring Causal Effects of Data Statistics on Language Model's `Factual' Predictions
2022/07/28 by Yanai Elazar, Nora Kassner, Elazar, Yanai +15 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
- CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation
2022/11/01 by Abhilasha Ravichander, Ravichander, Abhilasha, Matt Gardner +3 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Why and How LLMs Hallucinate: Connecting the Dots with Subsequence Associations
2025/04/17 by Yiyou Sun, Sun, Yiyou, Yu Gai +9 · 4 citations
Computer Science · Medicine · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Mental Health via Writing #Schizophrenia research and treatment