Ivaxi Sheth
5 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
EMNLP (2)
EACL (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
large language model
(3)
causal graph
(2)
causal inference
(2)
causal reasoning
(1)
conversational ai
(1)
text generation
(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)
performance degradation
(1)
scientific discovery
(1)
conversational history
(1)
context sensitivity
(1)
fine-grained control
(1)
Papers
Funny or Persuasive, but Not Both: Evaluating Fine-Grained Multi-Concept Control in LLMs
EACL 2026
Context-Aware Reasoning On Parametric Knowledge for Inferring Causal Variables
EMNLP 2025
CausalGraph2LLM: Evaluating LLMs for Causal Queries
NAACL 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
NIPS 2023