Das, Rajarshi

1. When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories
   2022/12/20 by Alex Mallen, Akari Asai, Mallen, Alex +9 · 187 citations
   Computer Science · Decision Sciences · #Topic Modeling #Natural Language Processing Techniques #Data Quality and Management
2. Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning
   2017/11/15 by Rajarshi Das, Das, Rajarshi, Shehzaad Dhuliawala +13 · 30 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
3. A Systematic Classification of Knowledge, Reasoning, and Context within\n the ARC Dataset
   2018/06/01 by Michael Boratko, Boratko, Michael, Harshit Padigela +23 · 8 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
4. A Survey on Semantic Parsing
   2018/12/03 by Kamath, Aishwarya, Das, Rajarshi · 7 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Case-based Reasoning for Natural Language Queries over Knowledge Bases
   2021/04/18 by Rajarshi Das, Manzil Zaheer, Das, Rajarshi +15 · 6 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #AI-based Problem Solving and Planning
6. Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering
   2019/05/14 by Das, Rajarshi, Dhuliawala, Shehzaad, Zaheer, Manzil +1 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning
   2020/05/02 by Boratko, Michael, Li, Xiang Lorraine, Das, Rajarshi +3 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
8. Long Document Summarization in a Low Resource Setting using Pretrained Language Models
   2021/03/01 by Bajaj, Ahsaas, Dangati, Pavitra, Krishna, Kalpesh +7 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
9. Building Dynamic Knowledge Graphs from Text using Machine Reading Comprehension
   2018/10/12 by Rajarshi Das, Das, Rajarshi, Tsendsuren Munkhdalai +7 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
10. Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA
    2023/11/14 by Agarwal, Dhruv, Das, Rajarshi, Khosla, Sopan +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Optimal Transport-based Alignment of Learned Character Representations for String Similarity
    2019/07/23 by Tam, Derek, Monath, Nicholas, Kobren, Ari +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
12. Constrained Decoding with Speculative Lookaheads
    2024/12/09 by Nakshatri, Nishanth, Roy, Shamik, Das, Rajarshi +3 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
13. Knowledge Base Question Answering by Case-based Reasoning over Subgraphs
    2022/02/22 by Raj Das, Ameya Godbole, Das, Rajarshi +13 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
14. Machine Reading Comprehension using Case-based Reasoning
    2023/05/24 by Thai, Dung, Agarwal, Dhruv, Chaudhary, Mudit +6 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
15. Multi-step Entity-centric Information Retrieval for Multi-Hop Question\n Answering
    2019/09/17 by Ameya Godbole, Dilip Kavarthapu, Godbole, Ameya +20 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
16. A Simple Approach to Case-Based Reasoning in Knowledge Bases
    2020/06/25 by Rajarshi Das, Ameya Godbole, Das, Rajarshi +7 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Topic Modeling