Kartik Mehta
10 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (26)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Keyword Champion
(2)
π
Century Club
(10)
Conferences
EMNLP (5)
IJCNLP (2)
NAACL (2)
ACL (1)
Top co-authors
Keywords
siamese network
(2)
quadruplet loss
(2)
answer triggering
(2)
hard negative
(2)
semantic matching
(2)
triplet loss
(2)
answer selection
(2)
attribute normalization
(2)
self-supervised learning
(2)
response generation
(1)
out-of-distribution generalization
(1)
question answering
(1)
synthetic data generation
(1)
constraint satisfaction
(1)
embedding learning
(1)
machine reading comprehension
(1)
chain-of-thought prompting
(1)
instruction following
(1)
reasoning framework
(1)
constrained decoding
(1)
Papers
DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning
EMNLP 2025
FLAMES: Improving LLM Math Reasoning via a Fine-Grained Analysis of the Data Synthesis Pipeline
EMNLP 2025
LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints
EMNLP 2024
Redefining Proactivity for Information Seeking Dialogue
EMNLP 2024
NER-MQMRC: Formulating Named Entity Recognition as Multi Question Machine Reading Comprehension
NAACL 2022
Scalable Approach for Normalizing E-commerce Text Attributes (SANTA)
IJCNLP 2021
LATEX-Numeric: Language Agnostic Text Attribute Extraction for Numeric Attributes
NAACL 2021
Scalable Approach for Normalizing E-commerce Text Attributes (SANTA)
ACL 2021
Improving Answer Selection and Answer Triggering using Hard Negatives
EMNLP 2019
Improving Answer Selection and Answer Triggering using Hard Negatives
IJCNLP 2019