Ivaxi Sheth
6 papers · 2023–2026 · 5 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
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(2)
Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Reasoning
(1)
Resources & Methods
(1)
Keywords
large language model
(4)
causal graph
(2)
causal inference
(2)
causal reasoning
(1)
conversational ai
(1)
text generation
(1)
causal effect estimation
(1)
interpretable machine learning
(1)
concept representation
(1)
distribution shift
(1)
performance evaluation
(1)
observational study
(1)
concept bottleneck
(1)
distributional shift
(1)
task interference
(1)
concept bottleneck model
(1)
observational data
(1)
performance degradation
(1)
scientific discovery
(1)
instrumental variable
(1)
Papers
Funny or Persuasive, but Not Both: Evaluating Fine-Grained Multi-Concept Control in LLMs
EACL 2026
IV Co-Scientist: Multi-Agent LLM Framework for Causal Instrumental Variable Discovery
CLeaR 2026
CausalGraph2LLM: Evaluating LLMs for Causal Queries
NAACL 2025
Context-Aware Reasoning On Parametric Knowledge for Inferring Causal Variables
EMNLP 2025
LLM Task Interference: An Initial Study on the Impact of Task-Switch in Conversational History
EMNLP 2024
Auxiliary Losses for Learning Generalizable Concept-based Models
NeurIPS 2023