Aakanksha Chowdhery
10 papers · 2021–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (26) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (6)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
π₯
Mega-Team
(67)
π
Century Club
(10)
β‘
Prolific Year
(7)
Conferences
JMLR (3)
EMNLP (2)
NIPS (2)
ACL (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
large language model
(6)
few-shot learning
(3)
emergent ability
(2)
multi-step reasoning
(2)
model scaling
(2)
multimodal learning
(1)
embodied ai
(1)
efficient inference
(1)
distributed computing
(1)
expert selection
(1)
language model
(1)
scaling law
(1)
mixture of expert
(1)
sparse attention
(1)
chain-of-thought prompting
(1)
reasoning evaluation
(1)
data pipeline
(1)
emergent abilities
(1)
few-shot prompting
(1)
continued training
(1)
Papers
Scaling Instruction-Finetuned Language Models
JMLR 2024
Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them
ACL 2023
Transcending Scaling Laws with 0.1% Extra Compute
EMNLP 2023
Understanding HTML with Large Language Models
EMNLP 2023
Self-Consistency Improves Chain of Thought Reasoning in Language Models
ICLR 2023
PaLM: Scaling Language Modeling with Pathways
JMLR 2023
Scaling Up Models and Data with t5x and seqio
JMLR 2023
PaLM-E: An Embodied Multimodal Language Model
ICML 2023
Sparse is Enough in Scaling Transformers
NIPS 2021
DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learning
NIPS 2021