Asim Munawar
14 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Keyword Collector
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Research topics
Artificial Intelligence
(12)
Core AI
(12)
Machine Learning
(8)
Deep Learning
(6)
Reinforcement Learning
(6)
Natural Language Processing
(5)
Learning Types Β· Deep Learning
(5)
Learning Types Β· Machine Learning
(5)
Applications
(4)
Methods
(4)
Resources & Methods
(3)
Application Areas
(2)
Generation
(2)
Learning Paradigms
(2)
Computer Vision
(1)
Keywords
reinforcement learning
(6)
text-based game
(6)
policy learning
(3)
large language model
(3)
neuro-symbolic reasoning
(3)
function calling
(2)
logical neural network
(2)
neuro-symbolic method
(2)
interpretable policy
(2)
api call
(2)
tool use
(2)
neuro-symbolic learning
(2)
symbolic rule learning
(2)
in-context learning
(1)
self-supervised learning
(1)
multi-task learning
(1)
preference learning
(1)
dataset creation
(1)
semi-supervised learning
(1)
anomaly detection
(1)
Papers
NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls
EMNLP 2025
A Grounded Preference Model for LLM Alignment
ACL 2024
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs
ACL 2024
BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback
ICML 2024
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
EMNLP 2024
Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs
EMNLP 2023
Learning Neuro-Symbolic World Models with Conversational Proprioception
ACL 2023
Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning
ACL 2023
Language-based General Action Template for Reinforcement Learning Agents
ACL 2021
LOA: Logical Optimal Actions for Text-based Interaction Games
ACL 2021
Neuro-Symbolic Approaches for Text-Based Policy Learning
EMNLP 2021
Neuro-Symbolic Reinforcement Learning with First-Order Logic
EMNLP 2021
Adversarial Discriminative Attention for Robust Anomaly Detection
WACV 2020
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games
EMNLP 2020