Simerjot Kaur
10 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Natural Language Processing
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(6)
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(5)
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(3)
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large language model
(7)
relation extraction
(3)
natural language inference
(2)
expected calibration error
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uncertainty quantification
(1)
machine translation
(1)
variational inference
(1)
claim verification
(1)
information bottleneck
(1)
data annotation
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multimodal learning
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document understanding
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confidence calibration
(1)
semantic similarity
(1)
variational information bottleneck
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adversarial perturbation
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benchmark dataset
(1)
pre-trained language model
(1)
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Papers
Distill and Align Decomposition for Enhanced Claim Verification
EACL 2026
How Reliable are Confidence Estimators for Large Reasoning Models? A Systematic Benchmark on High-Stakes Domains
EACL 2026
Advanced Messaging Platform (AMP): Pipeline for Automated Enterprise Email Processing
ACL 2025
A Variational Approach for Mitigating Entity Bias in Relation Extraction
ACL 2025
Calibrating LLM Confidence by Probing Perturbed Representation Stability
EMNLP 2025
Conservative Bias in Large Language Models: Measuring Relation Predictions
ACL 2025
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking
NAACL 2025
Translating Domain-Specific Terminology in Typologically-Diverse Languages: A Study in Tax and Financial Education
EMNLP 2025
DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding
ACL 2024
Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency
COLING 2024