Jane Dwivedi-Yu

1. Toolformer: Language Models Can Teach Themselves to Use Tools
   2023/02/09 by Timo Schick, Jane Dwivedi-Yu, Schick, Timo +15 · 7 voices · 720 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
2. Atlas: Few-shot Learning with Retrieval Augmented Language Models
   2022/08/05 by Gautier Izacard, Izacard, Gautier, Patrick Lewis +17 · 117 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
3. Active Retrieval Augmented Generation
   2023/05/11 by Zhengbao Jiang, Frank F. Xu, Jiang, Zhengbao +15 · 72 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
4. Augmented Language Models: a Survey
   2023/02/15 by Grégoire Mialon, Mialon, Grégoire, Roberto Dessì +23 · 34 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
5. Teaching Large Language Models to Reason with Reinforcement Learning
   2024/03/07 by Alex Havrilla, Havrilla, Alex, Yuqing Du +15 · 29 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
6. GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements
   2024/02/13 by Alex Havrilla, Sharath Chandra Raparthy, Havrilla, Alex +10 · 16 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies
7. Active Learning Principles for In-Context Learning with Large Language Models
   2023/05/23 by Katerina Margatina, Timo Schick, Margatina, Katerina +6 · 1 voice · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification #Topic Modeling #cs.AI #cs.CL
8. Self-Taught Evaluators
   2024/08/05 by Tianlu Wang, Ilia Kulikov, Wang, Tianlu +17 · 14 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
9. Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources
   2024/09/12 by Alisia Lupidi, Carlos Gemmell, Lupidi, Alisia +13 · 11 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Time Series Analysis and Forecasting #Video Analysis and Summarization
10. Shepherd: A Critic for Language Model Generation
    2023/08/08 by Tianlu Wang, Ping Yu, Wang, Tianlu +17 · 7 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
11. Efficient Tool Use with Chain-of-Abstraction Reasoning
    2024/01/30 by Silin Gao, Gao, Silin, Jane Dwivedi-Yu +17 · 6 citations
    Computer Science · Business, Management and Accounting · #Semantic Web and Ontologies #Advanced Database Systems and Queries #Business Process Modeling and Analysis
12. TimelineQA: A Benchmark for Question Answering over Timelines
    2023/06/01 by Wang-Chiew Tan, Jane Dwivedi-Yu, Tan, Wang-Chiew +11 · 4 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Expert finding and Q&A systems
13. NormBank: A Knowledge Bank of Situational Social Norms
    2023/05/26 by Caleb Ziems, Jane Dwivedi-Yu, Ziems, Caleb +7 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
14. ROBBIE: Robust Bias Evaluation of Large Generative Language Models
    2023/11/29 by David Esiobu, Esiobu, David, Xiaoqing Tan +17 · 4 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Topic Modeling
15. PEER: A Collaborative Language Model
    2022/08/24 by Timo Schick, Schick, Timo, Jane Dwivedi-Yu +17 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
16. Measuring and Addressing Indexical Bias in Information Retrieval
    2024/06/06 by Caleb Ziems, Ziems, Caleb, William A. Held +5 · 2 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Multi-Criteria Decision Making