Rajarshi Das
26 papers · 2007–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (63) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Deep Specialist
(13)
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Dynamic Duo
(18)
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Keyword Trendsetter Combo
(4)
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Topic Evolution
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Keyword Champion
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Keyword Pioneer
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Prolific Year Β· Productive
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Trend Setter
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Unstoppable Β· Bronze
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The Questioner
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Conference Pioneer
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Renaissance Researcher
(8)
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Century Club Β· Bronze
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Keyword Collector
(132)
Top co-authors
Research topics
Natural Language Processing
(18)
Applications
(15)
Machine Learning
(14)
Artificial Intelligence
(13)
Core AI
(13)
Learning Types Β· Machine Learning
(9)
Deep Learning
(7)
Knowledge & Reasoning
(6)
Core Methods
(5)
Learning Types Β· Deep Learning
(5)
Reasoning
(5)
Architectures
(4)
Representation
(4)
Resources & Methods
(3)
Understanding
(3)
Keywords
question answering
(11)
machine reading comprehension
(4)
case-based reasoning
(4)
knowledge graph
(4)
multi-hop reasoning
(3)
knowledge base
(3)
knowledge classification
(2)
large language model
(2)
information retrieval
(2)
knowledge base question answering
(2)
science question
(2)
non-parametric memory
(2)
open-domain question answering
(2)
relation prediction
(2)
semantic parsing
(2)
reinforcement learning
(2)
entity recognition
(2)
document summarization
(1)
performance optimization
(1)
claim verification
(1)
Papers
Constrained Decoding with Speculative Lookaheads
NAACL 2025
Searching for Optimal Solutions with LLMs via Bayesian Optimization
ICLR 2025
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA
NAACL 2024
Machine Reading Comprehension using Case-based Reasoning
EMNLP 2023
When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories
ACL 2023
Calibration of Machine Reading Systems at Scale
ACL 2022
DISAPERE: A Dataset for Discourse Structure in Peer Review Discussions
NAACL 2022
Knowledge Base Question Answering by Case-based Reasoning over Subgraphs
ICML 2022
Case-based Reasoning for Natural Language Queries over Knowledge Bases
EMNLP 2021
Long Document Summarization in a Low Resource Setting using Pretrained Language Models
ACL 2021
An Instance Level Approach for Shallow Semantic Parsing in Scientific Procedural Text
EMNLP 2020
Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion
EMNLP 2020
ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning
EMNLP 2020
Building Dynamic Knowledge Graphs from Text using Machine Reading Comprehension
ICLR 2019
Chains-of-Reasoning at TextGraphs 2019 Shared Task: Reasoning over Chains of Facts for Explainable Multi-hop Inference
EMNLP 2019
Do Multi-hop Readers Dream of Reasoning Chains?
EMNLP 2019
Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering
EMNLP 2019
Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering
ICLR 2019
Optimal Transport-based Alignment of Learned Character Representations for String Similarity
ACL 2019
An Interface for Annotating Science Questions
EMNLP 2018
A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset
ACL 2018
Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning
ICLR 2018
Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks
EACL 2017
Question Answering on Knowledge Bases and Text using Universal Schema and Memory Networks
ACL 2017
Gaussian LDA for Topic Models with Word Embeddings
ACL 2015
Managing Power Consumption and Performance of Computing Systems Using Reinforcement Learning
NeurIPS 2007