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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19 results for Pavan Kapanipathi

Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines
- - Keerthiram Murugesan
  - Mattia Atzeni
  - et al.
- 2021
- AAAI 2021
Type-augmented Relation Prediction in Knowledge Graphs
- - Zijun Cui
  - Pavan Kapanipathi
  - et al.
- 2021
- AAAI 2021
A Deep Reinforcement Learning Approach to First-Order Logic Theorem Proving
- - Maxwell Crouse
  - Ibrahim Abdelaziz
  - et al.
- 2021
- AAAI 2021
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs
- - Kinjal Basu
  - Ibrahim Abdelaziz
  - et al.
- 2024
- ACL 2024
A Semantic Parsing and Reasoning-Based Approach to Knowledge Base Question Answering
- - Ibrahim Abdelaziz
  - Srinivas Ravishankar
  - et al.
- 2021
- AAAI 2021
A Hybrid Neuro-Symbolic approach for Text-Based Games using Inductive Logic Programming
- - Kinjal Basu
  - Keerthiram Murugesan
  - et al.
- 2022
- AAAI 2022
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
- - Pavan Kapanipathi
  - Ibrahim Abdelaziz
  - et al.
- 2021
- ACL-IJCNLP 2021
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations
- - Keerthiram Murugesan
  - Mattia Atzeni
  - et al.
- 2021
- ACL-IJCNLP 2021
A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering
- - Tahira Naseem
  - Srinivas Ravishankar
  - et al.
- 2021
- ACL-IJCNLP 2021
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types
- - Keerthiram Murugesan
  - Sarathkrishna Swaminathan
  - et al.
- 2023
- ACL 2023