Abhay Gupta
8 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)
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Prolific Year
(5)
Conferences
EMNLP (3)
ICML (2)
AACL (1)
IJCNLP (1)
UAI (1)
Top co-authors
Keywords
large language model
(4)
bias detection
(3)
clinical decision support
(2)
counterfactual reasoning
(2)
semantic textual similarity
(2)
benchmark evaluation
(2)
context length
(1)
multi-hop reasoning
(1)
fairness evaluation
(1)
few-shot prompting
(1)
long-context understanding
(1)
bias evaluation
(1)
dialect fairness
(1)
medical ai
(1)
weight sparsity
(1)
reasoning depth
(1)
long-context comprehension
(1)
failure mode analysis
(1)
reasoning stability
(1)
sparse pre-training
(1)
Papers
MEDEQUALQA: Evaluating Biases in LLMs with Counterfactual Reasoning
AACL 2025
NovelHopQA: Diagnosing Multi-Hop Reasoning Failures in Long Narrative Contexts
EMNLP 2025
EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models
EMNLP 2025
$\mathrmμ$nit Scaling: Simple and Scalable FP8 LLM Training
ICML 2025
MEDEQUALQA: Evaluating Biases in LLMs with Counterfactual Reasoning
IJCNLP 2025
AAVENUE: Detecting LLM Biases on NLU Tasks in AAVE via a Novel Benchmark
EMNLP 2024
Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency
ICML 2024
SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models
UAI 2023