Shikib Mehri
12 papers · 2017–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (36) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Topic Pioneer
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Keyword Champion
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Topic Evolution
📈
Trend Setter
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Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
(81)
Top co-authors
Research topics
Artificial Intelligence
(11)
Natural Language Processing
(10)
Machine Learning
(8)
Core AI
(8)
Generation
(7)
Deep Learning
(5)
Applications
(4)
Core Methods
(4)
Learning Types · Machine Learning
(4)
Learning Paradigms
(3)
Learning Types · Deep Learning
(3)
Computer Vision
(2)
Architectures
(2)
Resources & Methods
(2)
Interdisciplinary
(1)
Keywords
dialogue system
(5)
multi-turn dialog
(3)
representation learning
(2)
transfer learning
(2)
few-shot learning
(2)
human judgment correlation
(2)
automatic evaluation metric
(2)
dialog system
(2)
dialog evaluation
(2)
automatic evaluation
(2)
uncertainty quantification
(1)
text generation
(1)
bert model
(1)
coreference resolution
(1)
model evaluation
(1)
unsupervised pretraining
(1)
zero-shot learning
(1)
attention mechanism
(1)
natural language
(1)
video captioning
(1)
Papers
LMUNIT: Fine-grained Evaluation with Natural Language Unit Tests
EMNLP 2025
CESAR: Automatic Induction of Compositional Instructions for Multi-turn Dialogs
EMNLP 2023
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning
EMNLP 2022
A Comprehensive Assessment of Dialog Evaluation Metrics
EMNLP 2021
Example-Driven Intent Prediction with Observers
NAACL 2021
“None of the Above”: Measure Uncertainty in Dialog Response Retrieval
ACL 2020
Reasoning Over History: Context Aware Visual Dialog
EMNLP 2020
USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation
ACL 2020
Multi-Granularity Representations of Dialog
EMNLP 2019
Pretraining Methods for Dialog Context Representation Learning
ACL 2019
Middle-Out Decoding
NeurIPS 2018
Chat Disentanglement: Identifying Semantic Reply Relationships with Random Forests and Recurrent Neural Networks
IJCNLP 2017