Nishant Kambhatla
10 papers · 2018–2023 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (20) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π§¬
Topic Evolution
π
Keyword Champion
(2)
π€
Dynamic Duo
(10)
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(10)
Applications
(9)
Machine Learning
(7)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Core Methods
(3)
Architectures
(2)
Generation
(2)
Learning Types Β· Machine Learning
(2)
Optimization & Theory
(2)
Application Areas
(1)
Learning Types Β· Deep Learning
(1)
Models
(1)
Keywords
neural machine translation
(5)
attention mechanism
(3)
substitution cipher
(2)
probability divergence
(2)
offensive language detection
(1)
hierarchical clustering
(1)
cross-lingual transfer
(1)
low-resource translation
(1)
nearest neighbor
(1)
adversarial setting
(1)
sequence-to-sequence learning
(1)
language model
(1)
latency reduction
(1)
beam search
(1)
model interpretability
(1)
word embedding
(1)
token importance
(1)
latent feature
(1)
adversarial training
(1)
topic modeling
(1)
Papers
Decipherment as Regression: Solving Historical Substitution Ciphers by Learning Symbol Recurrence Relations
EACL 2023
Language Model Based Target Token Importance Rescaling for Simultaneous Neural Machine Translation
ACL 2023
Learning Nearest Neighbour Informed Latent Word Embeddings to Improve Zero-Shot Machine Translation
ACL 2023
CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation
ACL 2022
Measuring and Improving Faithfulness of Attention in Neural Machine Translation
EACL 2021
Training with Adversaries to Improve Faithfulness of Attention in Neural Machine Translation
AACL 2020
Interrogating the Explanatory Power of Attention in Neural Machine Translation
EMNLP 2019
Sign Clustering and Topic Extraction in Proto-Elamite
NAACL 2019
Decipherment for Adversarial Offensive Language Detection
EMNLP 2018
Decipherment of Substitution Ciphers with Neural Language Models
EMNLP 2018