Excited to Share: Three Papers Accepted to ACL 2025! 🎉
I’m thrilled to announce that our research team has had three papers accepted to the Association for Computational Linguistics (ACL) 2025 conference! Here’s a brief overview of our contributions:
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“Enhancing Transformers for Generalizable First-Order Logical Entailment”
We explore transformers’ reasoning capabilities with parameterized knowledge and propose TEGA, a logic-aware architecture that significantly improves performance in first-order logical entailment tasks. -
“EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning”
We introduce a novel framework for generating product-enriched scripts and present the first large-scale benchmark for e-commerce script planning, containing over 600,000 scripts from 2.4 million products. -
“On the Robustness of RAG Systems in Educational Question Answering”
We investigate how knowledge discrepancies affect retrieval-augmented generation systems in educational contexts and present EDUKDQA, a dataset of 3,005 questions across five subjects to test the robustness of these systems.
Looking forward to presenting our work and engaging with the NLP community at ACL 2025! Feel free to reach out if you’re interested in learning more about any of these projects.