Kartik Mehta
8 papers · 2019–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(25)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Natural Language Processing
(4)
Core AI
(4)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Applications
(3)
Core Methods
(3)
Application Areas
(1)
Architectures
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
multi-task learning
(1)
embedding learning
(1)
mathematical reasoning
(1)
self-supervised learning
(1)
question answering
(1)
response generation
(1)
named entity recognition
(1)
attribute extraction
(1)
instruction following
(1)
machine reading comprehension
(1)
out-of-distribution generalization
(1)
semantic matching
(1)
synthetic data generation
(1)
constraint satisfaction
(1)
language model
(1)
information seeking
(1)
constrained decoding
(1)
reasoning framework
(1)
chain-of-thought prompting
(1)
benchmark evaluation
(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
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