Jwala Dhamala
10 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (30) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π€ Dynamic Duo (10)
β
The Questioner
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(7)
Application Areas
(6)
Artificial Intelligence
(5)
Natural Language Processing
(5)
Core AI
(5)
Deep Learning
(4)
Generation
(3)
Applications
(2)
Learning Types Β· Deep Learning
(2)
Knowledge & Reasoning
(1)
Architectures
(1)
Learning Types Β· Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Reasoning
(1)
Keywords
large language model
(3)
question answering
(2)
knowledge distillation
(1)
natural language inference
(1)
data augmentation
(1)
neural architecture search
(1)
semantic parsing
(1)
paraphrase detection
(1)
toxicity detection
(1)
knowledge graph question answering
(1)
ambiguity resolution
(1)
model architecture
(1)
text generation
(1)
text-to-image generation
(1)
machine translation
(1)
semantic similarity
(1)
knowledge graph
(1)
generative model
(1)
tree search
(1)
text classification
(1)
Papers
MICo: Preventative Detoxification of Large Language Models through Inhibition Control
NAACL 2024
Tokenization Matters: Navigating Data-Scarce Tokenization for Gender Inclusive Language Technologies
NAACL 2024
Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs
ACL 2024
Multi-VALUE: A Framework for Cross-Dialectal English NLP
ACL 2023
Resolving Ambiguities in Text-to-Image Generative Models
ACL 2023
Measuring Fairness of Text Classifiers via Prediction Sensitivity
ACL 2022
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal
ACL 2022
On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations
ACL 2022
Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification
ACL 2021
Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks
EMNLP 2020