Ali Payani
27 papers · 2023–2026 · 10 conferences · across top CS/AI conferences
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🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (10)
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(10)
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The Questioner
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Conferences
ACL (7)
EMNLP (5)
AAAI (4)
ICLR (4)
ICML (2)
AISTATS (1)
ICCV (1)
IJCAI (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
large language model
(10)
question answering
(4)
transfer learning
(3)
temporal reasoning
(3)
benchmark evaluation
(2)
logical reasoning
(2)
prompt engineering
(2)
knowledge graph
(2)
mathematical reasoning
(2)
multimodal learning
(1)
semantic parsing
(1)
chain-of-thought reasoning
(1)
model editing
(1)
text representation
(1)
uncertainty quantification
(1)
llm evaluation
(1)
program synthesis
(1)
visual representation
(1)
code generation
(1)
theorem proving
(1)
Papers
Model Editing as a Double-Edged Sword: Steering Agent Behavior Toward Beneficence or Harm
AAAI 2026
Benchmarking LLMs for Political Science: A United Nations Perspective
AAAI 2026
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists
EMNLP 2025
Language Ranker: A Metric for Quantifying LLM Performance Across High and Low-Resource Languages
AAAI 2025
Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model
ACL 2025
Beyond Semantic Entropy: Boosting LLM Uncertainty Quantification with Pairwise Semantic Similarity
ACL 2025
MDBench: A Synthetic Multi-Document Reasoning Benchmark Generated with Knowledge Guidance
ACL 2025
SAE-SSV: Supervised Steering in Sparse Representation Spaces for Reliable Control of Language Models
EMNLP 2025
Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability
EMNLP 2025
How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on tau-bench
EMNLP 2025
Effective Training Data Synthesis for Improving MLLM Chart Understanding
ICCV 2025
Can Knowledge Editing Really Correct Hallucinations?
ICLR 2025
A Generic Framework for Conformal Fairness
ICLR 2025
Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution
ICLR 2025
Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning
NAACL 2025
Few-shot Adaptation to Distribution Shifts By Mixing Source and Target Embeddings
ICML 2024
Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation
ACL 2024
Large Language Models Can Learn Temporal Reasoning
ACL 2024
When is Tree Search Useful for LLM Planning? It Depends on the Discriminator
ACL 2024
A Federated Stochastic Multi-level Compositional Minimax Algorithm for Deep AUC Maximization
ICML 2024
TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning
AAAI 2024
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems
NIPS 2024
Temporal Inductive Logic Reasoning over Hypergraphs
IJCAI 2024
Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity
AISTATS 2024
Can LLMs Reason in the Wild with Programs?
EMNLP 2024
LogicDP: Creating Labels for Graph Data via Inductive Logic Programming
ICLR 2023
Text-to-SQL Error Correction with Language Models of Code
ACL 2023