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Vikram Goyal

4 accepted papers

2024

SymTax: Symbiotic Relationship and Taxonomy Fusion for Effective Citation Recommendation

ACL 2024findings

Citing pertinent literature is pivotal to writing and reviewing a scientific document. Existing techniques mainly focus on the local context or the global context for recommending citations but fail to consider the actual human citation behaviour. We propose SymTax, a three-stage recommendation arch…

2024

Tox-BART: Leveraging Toxicity Attributes for Explanation Generation of Implicit Hate Speech

ACL 2024findings

Employing language models to generate explanations for an incoming implicit hate post is an active area of research. The explanation is intended to make explicit the underlying stereotype and aid content moderators. The training often combines top-k relevant knowledge graph (KG) tuples to provide wo…

2023

Promoting Topic Coherence and Inter-Document Consorts in Multi-Document Summarization via Simplicial Complex and Sheaf Graph

EMNLP 2023long main

Multi-document Summarization (MDS) characterizes compressing information from multiple source documents to its succinct summary. An ideal summary should encompass all topics and accurately model cross-document relations expounded upon in the source documents. However, existing systems either impose…

Cited by 0SourceScholar
2022

Multi-Relational Graph Transformer for Automatic Short Answer Grading

NAACL 2022long

The recent transition to the online educational domain has increased the need for Automatic Short Answer Grading (ASAG). ASAG automatically evaluates a student’s response against a (given) correct response and thus has been a prevalent semantic matching task. Most existing methods utilize sequential…