Prasanna Parthasarathi
21 papers · 2018–2026 · 7 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (49) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Dynamic Duo
(10)
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Unstoppable · Bronze
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The Questioner
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Century Club · Bronze
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Natural Language Processing
(15)
Artificial Intelligence
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Machine Learning
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Generation
(7)
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(5)
Architectures
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Optimization & Theory
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Resources & Methods
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Understanding
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Models
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Knowledge & Reasoning
(2)
Keywords
large language model
(6)
benchmark evaluation
(3)
language model
(3)
pre-trained language model
(2)
natural language understanding
(2)
text classification
(2)
question answering
(2)
knowledge-grounded dialogue
(2)
word order perturbation
(2)
model selection
(1)
multilingual nlp
(1)
natural language inference
(1)
data augmentation
(1)
information extraction
(1)
few-shot learning
(1)
representation learning
(1)
attention mechanism
(1)
response generation
(1)
knowledge extraction
(1)
dialogue generation
(1)
Papers
Thinking Long, but Short: Stable Sequential Test-Time Scaling for Large Reasoning Models
EACL 2026
CHARPEVAL: Benchmarking Large Language Models’ Contextual Reasoning in Knowledge-Grounded Dialogue
ACL 2025
Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination
ACL 2025
CHARP: Conversation History AwaReness Probing for Knowledge-grounded Dialogue Systems
ACL 2024
Context-Aware Assistant Selection for Improved Inference Acceleration with Large Language Models
EMNLP 2024
Do Large Language Models Know How Much They Know?
EMNLP 2024
EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems
ACL 2024
Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness
AAAI 2023
EpiK-Eval: Evaluation for Language Models as Epistemic Models
EMNLP 2023
Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models
EMNLP 2023
On the utility of enhancing BERT syntactic bias with Token Reordering Pretraining
CoNLL 2023
Practical Takes on Federated Learning with Pretrained Language Models
EACL 2023
Detecting Languages Unintelligible to Multilingual Models through Local Structure Probes
EMNLP 2022
Local Structure Matters Most in Most Languages
AACL 2022
Local Structure Matters Most: Perturbation Study in NLU
ACL 2022
Memory Augmented Optimizers for Deep Learning
ICLR 2022
Sometimes We Want Ungrammatical Translations
EMNLP 2021
UnNatural Language Inference
ACL 2021
Learning an Unreferenced Metric for Online Dialogue Evaluation
ACL 2020
On Task-Level Dialogue Composition of Generative Transformer Model
EMNLP 2020
Extending Neural Generative Conversational Model using External Knowledge Sources
EMNLP 2018