Nikita Bhutani
- Reasoning Capacity in Multi-Agent Systems: Limitations, Challenges and Human-Centered Solutions
2024/02/02 by Pouya Pezeshkpour, Pezeshkpour, Pouya, Eser Kandogan +9 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Machine Learning (cs.LG)
- Less is More for Long Document Summary Evaluation by LLMs
2023/09/14 by Yunshu Wu, Hayate Iso, Wu, Yunshu +7 · 4 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models
2024/02/21 by Seiji Maekawa, Hayate Iso, Maekawa, Seiji +5 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization
2024/10/17 by Catarina G. Belem, Belem, Catarina G., Pezeshkpour, Pouya +8 · 7 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies
- SubjQA: A Dataset for Subjectivity and Review Comprehension
2020/04/29 by Johannes Bjerva, Nikita Bhutani, Bjerva, Johannes +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
- Rethinking Language Models as Symbolic Knowledge Graphs
2023/08/25 by Vishwas Mruthyunjaya, Mruthyunjaya, Vishwas, Pouya Pezeshkpour +5 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
- Natural Language Processing for Human Resources: A Survey
2024/10/21 by Naoki Otani, Nikita Bhutani, Otani, Naoki +3 · 4 citations
Business, Management and Accounting · #AI and HR Technologies #Computation and Language (cs.CL) #FOS: Computer and information sciences
- XATU: A Fine-grained Instruction-based Benchmark for Explainable Text Updates
2023/09/20 by Haopeng Zhang, Hayate Iso, Zhang, Haopeng +5 · 1 voice · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- Zero-shot Triplet Extraction by Template Infilling
2022/12/21 by Bosung Kim, Hayate Iso, Kim, Bosung +8 · 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
- Distilling Large Language Models using Skill-Occupation Graph Context for HR-Related Tasks
2023/11/10 by Pouya Pezeshkpour, Pezeshkpour, Pouya, Hayate Iso +7 · 1 citation
Business, Management and Accounting · Computer Science · Social Sciences · #AI and HR Technologies #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling