Asim Munawar
16 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(5)
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(26)
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Prolific Year
(6)
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Conference Pioneer
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Century Club
(16)
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Keyword Collector
(64)
Conferences
ACL (6)
EMNLP (6)
IJCNLP (2)
ICML (1)
WACV (1)
Top co-authors
Keywords
text-based game
(7)
reinforcement learning
(7)
neuro-symbolic reasoning
(4)
policy learning
(3)
large language model
(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
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
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs
ACL 2024
Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning
ACL 2023
Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs
EMNLP 2023
Learning Neuro-Symbolic World Models with Conversational Proprioception
ACL 2023
LOA: Logical Optimal Actions for Text-based Interaction Games
ACL 2021
Language-based General Action Template for Reinforcement Learning Agents
ACL 2021
Neuro-Symbolic Approaches for Text-Based Policy Learning
EMNLP 2021
Neuro-Symbolic Reinforcement Learning with First-Order Logic
EMNLP 2021
LOA: Logical Optimal Actions for Text-based Interaction Games
IJCNLP 2021
Language-based General Action Template for Reinforcement Learning Agents
IJCNLP 2021
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games
EMNLP 2020
Adversarial Discriminative Attention for Robust Anomaly Detection
WACV 2020