Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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40 results for Asim Munawar

API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs
- - Kinjal Basu
  - Ibrahim Abdelaziz
  - et al.
- 2024
- ACL 2024
BRAIn: Bayesian Reward-conditioned Amortized INference for natural language generation from feedback
- - Gaurav Pandey
  - Yatin Nandwani
  - et al.
- 2024
- ICML 2024
Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning
- - Subhajit Chaudhury
  - Sarathkrishna Swaminathan
  - et al.
- 2023
- ACL 2023
Scalable co-simulation of functional models with accurate event exchange
- - Asim Munawar
  - Shuichi Shimizu
- 2014
- DAC 2014
AI as a peer: Polymer discovery with neuro-symbolic intelligent agents
- - Sarathkrishna Swaminathan
  - Dmitry Zubarev
  - et al.
- 2023
- ACS Spring 2023
Neuro-Symbolic Reinforcement Learning for Polymer Discovery
- - Sarath Swaminathan
  - Dmitry Zubarev
  - et al.
- 2022
- MRS Spring Meeting 2022
Reinforcement Learning with Logical Action-Aware Features for Polymer Discovery
- - Sarathkrishna Swaminathan
  - Dmitry Zubarev
  - et al.
- 2021
- ICML 2021
Neuro-Symbolic Learning and Reasoning in the era of Large Language Models (NuCLeaR)
- - Asim Munawar
  - Elham Barezi
  - et al.
- 2024
- AAAI 2024
Language-based General Action Template for Reinforcement Learning Agents
- - Ryosuke Kohita
  - Akifumi Wachi
  - et al.
- 2021
- ACL-IJCNLP 2021
A Grounded Preference Model for LLM Alignment
- - Tahira Naseem
  - GX Xu
  - et al.
- 2024
- ACL 2024