Vishakh Padmakumar
16 papers · 2021–2025 · 7 venues · across top CS/AI venues
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Natural Language Processing
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Generation
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Keywords
large language model
(5)
text generation
(4)
language model
(3)
creative writing
(3)
collaborative writing
(2)
poetry generation
(2)
question answering
(2)
multi-task learning
(1)
benchmark evaluation
(1)
representation learning
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knowledge extraction
(1)
extractive summarization
(1)
model evaluation
(1)
natural language processing
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zero-shot learning
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text summarization
(1)
document understanding
(1)
transfer learning
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reading comprehension
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image captioning
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Papers
Intent-aware Schema Generation and Refinement for Literature Review Tables
EMNLP 2025
Principled Content Selection to Generate Diverse and Personalized Multi-Document Summaries
ACL 2025
Transformers Struggle to Learn to Search
ICLR 2025
Whose Boat Does it Float? Improving Personalization in Preference Tuning via Inferred User Personas
ACL 2025
Does Writing with Language Models Reduce Content Diversity?
ICLR 2024
Creative Natural Language Generation
EMNLP 2023
Extract, Select and Rewrite: A Modular Sentence Summarization Method
EMNLP 2023
Extrapolative Controlled Sequence Generation via Iterative Refinement
ICML 2023
Reward Gaming in Conditional Text Generation
ACL 2023
Testing the General Deductive Reasoning Capacity of Large Language Models Using OOD Examples
NeurIPS 2023
BBQ: A hand-built bias benchmark for question answering
ACL 2022
Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning
NAACL 2022
Help me write a poem: Instruction Tuning as a Vehicle for Collaborative Poetry Writing
EMNLP 2022
Machine-in-the-Loop Rewriting for Creative Image Captioning
NAACL 2022
QuALITY: Question Answering with Long Input Texts, Yes!
NAACL 2022
Unsupervised Extractive Summarization using Pointwise Mutual Information
EACL 2021