Ankit Gupta
13 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (7) π Academic Marathon (5) π Cross-Pollinator (10)
πΊοΈ
Taxonomy Completionist
(32)
π£
Hot Topic Early Bird
π
Conference Polyglot
(7)
π
Keyword Champion
(2)
π₯
Mega-Team
(24)
π
Century Club
(13)
ποΈ
Keyword Collector
(64)
π₯
Unstoppable
(6)
Conferences
EMNLP (3)
ACL (2)
ICLR (2)
INTERSPEECH (2)
NIPS (2)
IJCAI (1)
NAACL (1)
Top co-authors
Keywords
sequence modeling
(3)
question answering
(3)
state space model
(3)
long-range dependency
(3)
transfer learning
(2)
long-range dependencies
(2)
transformer model
(2)
attention mechanism
(2)
approximate attention
(2)
automatic speech recognition
(1)
text summarization
(1)
language modeling
(1)
embedding space
(1)
deep learning
(1)
data augmentation
(1)
benchmark suite
(1)
model alignment
(1)
model interpretability
(1)
sparse approximation
(1)
natural language inference
(1)
Papers
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors (Extended Abstract)
IJCAI 2025
Exploring the limits of decoder-only models trained on public speech recognition corpora
INTERSPEECH 2024
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors
ICLR 2024
Long Range Language Modeling via Gated State Spaces
ICLR 2023
Analyzing Transformers in Embedding Space
ACL 2023
5G-IoT Cloud based Demonstration of Real-Time Audio-Visual Speech Enhancement for Multimodal Hearing-aids
INTERSPEECH 2023
Diagonal State Spaces are as Effective as Structured State Spaces
NIPS 2022
On the Parameterization and Initialization of Diagonal State Space Models
NIPS 2022
SCROLLS: Standardized CompaRison Over Long Language Sequences
EMNLP 2022
Memory-efficient Transformers via Top-k Attention
EMNLP 2021
Value-aware Approximate Attention
EMNLP 2021
DART: Open-Domain Structured Data Record to Text Generation
NAACL 2021
Injecting Numerical Reasoning Skills into Language Models
ACL 2020