Nitika Mathur
11 papers · 2015–2025 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (24) π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Pioneer
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Topic Evolution
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Century Club Β· Bronze
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Research topics
Machine Learning
(9)
Natural Language Processing
(7)
Applications
(6)
Optimization & Theory
(6)
Application Areas
(4)
Learning Types
(3)
Artificial Intelligence
(2)
Core AI
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Architectures
(1)
Clinical
(1)
Linguistics
(1)
Resources & Methods
(1)
Keywords
human evaluation
(6)
machine translation
(5)
bleu score
(3)
automatic metric
(3)
evaluation metric
(3)
neural metric
(2)
correlation analysis
(2)
metric correlation
(2)
translation evaluation
(2)
quality assessment
(2)
statistical significance
(1)
text classification
(1)
contextual embedding
(1)
annotation quality
(1)
quality estimation
(1)
reference translation
(1)
machine translation evaluation
(1)
automatic evaluation
(1)
translation quality
(1)
crowdsourced annotation
(1)
Papers
Taming the Real-world Complexities in CPT E/M Coding with Large Language Models
EMNLP 2025
Are LLMs Breaking MT Metrics? Results of the WMT24 Metrics Shared Task
EMNLP 2024
Improving Statistical Significance in Human Evaluation of Automatic Metrics via Soft Pairwise Accuracy
EMNLP 2024
Results of WMT23 Metrics Shared Task: Metrics Might Be Guilty but References Are Not Innocent
EMNLP 2023
Results of WMT22 Metrics Shared Task: Stop Using BLEU β Neural Metrics Are Better and More Robust
EMNLP 2022
Results of the WMT21 Metrics Shared Task: Evaluating Metrics with Expert-based Human Evaluations on TED and News Domain
EMNLP 2021
Results of the WMT20 Metrics Shared Task
EMNLP 2020
Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation Metrics
ACL 2020
Putting Evaluation in Context: Contextual Embeddings Improve Machine Translation Evaluation
ACL 2019
Sequence Effects in Crowdsourced Annotations
EMNLP 2017
Accurate Evaluation of Segment-level Machine Translation Metrics
NAACL 2015