Neha Anna John
8 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(27)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(6)
Machine Learning
(5)
Natural Language Processing
(5)
Applications · Natural Language Processing
(4)
Core AI
(4)
Learning Types
(4)
Deep Learning
(2)
Application Areas
(2)
Learning Paradigms
(2)
Models
(2)
Optimization & Theory
(2)
Computer Science
(1)
Applications · Computer Science
(1)
Core Methods
(1)
Generation
(1)
Keywords
large language model
(2)
aspect-based sentiment analysis
(2)
few-shot learning
(2)
multi-task learning
(1)
domain adaptation
(1)
knowledge editing
(1)
transfer learning
(1)
text generation
(1)
information retrieval
(1)
masked language model
(1)
multimodal learning
(1)
sentiment classification
(1)
factual knowledge
(1)
weak supervision
(1)
safety alignment
(1)
instruction tuning
(1)
distribution shift
(1)
information preservation
(1)
vision-language model
(1)
natural language inference
(1)
Papers
Open Domain Question Answering with Conflicting Contexts
NAACL 2025
Towards Long Context Hallucination Detection
NAACL 2025
Understanding and Improving Information Preservation in Prompt Compression for LLMs
EMNLP 2025
Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models
ACL 2025
A Weak Supervision Approach for Few-Shot Aspect Based Sentiment Analysis
EACL 2024
Characterizing and Measuring Linguistic Dataset Drift
ACL 2023
Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple Views
EACL 2023
Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis
ACL 2023