← Authors

Pavan Kapanipathi

29 papers · 2018–2025 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (7) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (56) πŸ”¬ Deep Specialist (10) 🀝 Dynamic Duo (17) πŸ† Keyword Champion (6) 🧬 Topic Evolution πŸ‘₯ Mega-Team (30) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (8) ⚑ Prolific Year (5) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (124) πŸ’Ž Century Club (29)

Conferences

ACL (9) EMNLP (8) AAAI (6) IJCNLP (3) NAACL (2) COLING (1)

Top co-authors

Ibrahim Abdelaziz (17) Alexander Gray (12) Achille Fokoue (12) Kartik Talamadupula (10) Salim Roukos (10) Srinivas Ravishankar (8) Maxwell Crouse (8) Tahira Naseem (7) Maria Chang (7) Keerthiram Murugesan (6)

Keywords

knowledge base question answering (6) reinforcement learning (5) knowledge graph (5) question answering (4) semantic parsing (4) text-based game (4) natural language inference (4) abstract meaning representation (3) science question (3) rule learning (3) large language model (3) knowledge base (3) relation linking (3) commonsense knowledge (3) logical form (2) textual entailment (2) function calling (2) multi-task learning (2) machine reading comprehension (2) graph representation (2)

Papers

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory ACL 2025
NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls EMNLP 2025
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs ACL 2024
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks EMNLP 2024
Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing ACL 2023
Self-Supervised Rule Learning to Link Text Segments to Relational Elements of Structured Knowledge EMNLP 2023
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types ACL 2023
Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning ACL 2023
Zero-shot Entity Linking with Less Data NAACL 2022
Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules EMNLP 2022
X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization EMNLP 2022
SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases EMNLP 2022
A Two-Stage Approach towards Generalization in Knowledge Base Question Answering EMNLP 2022
A Semantic Parsing and Reasoning-Based Approach to Knowledge Base Question Answering AAAI 2021
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines AAAI 2021
A Deep Reinforcement Learning Approach to First-Order Logic Theorem Proving AAAI 2021
A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering IJCNLP 2021
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering ACL 2021
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations ACL 2021
A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering ACL 2021
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations IJCNLP 2021
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering IJCNLP 2021
Looking Beyond Sentence-Level Natural Language Inference for Question Answering and Text Summarization NAACL 2021
Type-augmented Relation Prediction in Knowledge Graphs AAAI 2021
Reading Comprehension as Natural Language Inference:A Semantic Analysis COLING 2020
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks AAAI 2020
Improving Natural Language Inference Using External Knowledge in the Science Questions Domain AAAI 2019
An Interface for Annotating Science Questions EMNLP 2018
A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset ACL 2018