Srini Iyer
8 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (28) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze
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Machine Learning
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few-shot learning
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in-context learning
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question answering
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language model
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fact verification
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data augmentation
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multi-task learning
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prompt engineering
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self-supervised learning
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text summarization
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code generation
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program verification
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dense retrieval
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pre-trained language model
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inference efficiency
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model scaling
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zero-shot learning
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sequence-to-sequence model
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sentence selection
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Papers
Byte Latent Transformer: Patches Scale Better Than Tokens
ACL 2025
ACUEval: Fine-grained Hallucination Evaluation and Correction for Abstractive Summarization
ACL 2024
Demystifying Prompts in Language Models via Perplexity Estimation
EMNLP 2023
LEVER: Learning to Verify Language-to-Code Generation with Execution
ICML 2023
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization
NAACL 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training
NAACL 2022
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval
ICLR 2021
FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation
EMNLP 2021