Unified solution for SemEval-2026 Task 13: GenAI Code Detection & Attribution. A modular framework covering Subtasks A (Detection), B (Authorship), and C (Mixed-Source Analysis), designed to distinguish and analyze LLM-generated vs. Human code with a centralized pipeline.

Code release for KCLarity at SemEval-2026 Task 6: Encoder and Zero-Shot Approaches to Political Evasion Detection

SemEval-2026 Task 2: EmoVA. A Transformer-LSTM architecture with Set Attention for modeling longitudinal affect and forecasting emotional variation.

An NLP project for SemEval-2026 Task 6: Detecting and classifying ambiguity in political interviews.

Comparative Hierarchical Analysis of Interlinked Stories Using Thematic & Temporal Analysis

Dual parser neurosymbolic system for syllogistic validity classification. Uses fine tuned T5-small with self consistency decoding to parse natural language into logical form, an 8-region Venn SAT solver for symbolic entailment checking, and a counterfactually trained DistilRoBERTa fallback