Mehran Kazemi
15 papers · 2023–2025 · 6 venues · across top CS/AI venues
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large language model
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reasoning evaluation
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multimodal learning
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temporal reasoning
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attention mechanism
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language model reasoning
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chain-of-thought reasoning
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question answering
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code generation
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visual reasoning
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logical reasoning
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Papers
BIG-Bench Extra Hard
ACL 2025
Generative Verifiers: Reward Modeling as Next-Token Prediction
ICLR 2025
GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models
NAACL 2025
Smaller, Weaker, Yet Better: Training LLM Reasoners via Compute-Optimal Sampling
ICLR 2025
Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning
ICLR 2025
Transformers Struggle to Learn to Search
ICLR 2025
ReMI: A Dataset for Reasoning with Multiple Images
NeurIPS 2024
TaskLAMA: Probing the Complex Task Understanding of Language Models
AAAI 2024
Understanding Transformer Reasoning Capabilities via Graph Algorithms
NeurIPS 2024
BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information
NeurIPS 2023
KwikBucks: Correlation Clustering with Cheap-Weak and Expensive-Strong Signals
ACL 2023
LAMBADA: Backward Chaining for Automated Reasoning in Natural Language
ACL 2023
Testing the General Deductive Reasoning Capacity of Large Language Models Using OOD Examples
NeurIPS 2023
TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs
EACL 2023
Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic
ACL 2023