Sahana Ramnath
8 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (27) 🐣 Hot Topic Early Bird
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The Questioner
Top co-authors
Research topics
Natural Language Processing
(7)
Artificial Intelligence
(6)
Applications
(6)
Core AI
(6)
Machine Learning
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Application Areas
(2)
Generation
(2)
Reinforcement Learning
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Keywords
large language model
(5)
question answering
(4)
explanation generation
(2)
human evaluation
(2)
neural machine translation
(1)
text generation
(1)
text classification
(1)
dialogue evaluation
(1)
quality estimation
(1)
machine reading comprehension
(1)
low-resource language
(1)
language model
(1)
supervised fine-tuning
(1)
multi-turn dialogue
(1)
model interpretation
(1)
reading comprehension
(1)
integrated gradient
(1)
preference data
(1)
data augmentation
(1)
reinforcement learning
(1)
Papers
Amulet: Putting Complex Multi-Turn Conversations on the Stand with LLM Juries
EMNLP 2025
CAVE: Controllable Authorship Verification Explanations
NAACL 2025
ELI-Why: Evaluating the Pedagogical Utility of Language Model Explanations
ACL 2025
Tailoring Self-Rationalizers with Multi-Reward Distillation
ICLR 2024
Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-text Rationales
ACL 2023
Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning
EMNLP 2023
HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints
EMNLP 2021
Towards Interpreting BERT for Reading Comprehension Based QA
EMNLP 2020