Girish A. Koushik on Diptesh Kanojia https://dipteshkanojia.co.uk/authors/girish-a.-koushik/ Recent content in Girish A. Koushik on Diptesh Kanojia Source Themes Academic (https://sourcethemes.com/academic/) en-us Sun, 25 Oct 2026 00:00:00 +0000 IndicQE-APE: A Consolidated Benchmark for Quality Estimation and Automatic Post-Editing over Indic Languages https://dipteshkanojia.co.uk/publication/kanojia-2026-indicqe/ Sun, 25 Oct 2026 00:00:00 +0000 https://dipteshkanojia.co.uk/publication/kanojia-2026-indicqe/ Beyond Relevance: Structured Semantic Supervision for Product Search with LLM-Augmented Annotations https://dipteshkanojia.co.uk/publication/koushik-2026-beyond/ Sun, 20 Sep 2026 00:00:00 +0000 https://dipteshkanojia.co.uk/publication/koushik-2026-beyond/ Decodable but Misrouted: Sparse Features Uncover a Readout Gap in Vision-Language Models for Harmful Meme Detection https://dipteshkanojia.co.uk/publication/koushik-2026-decodable/ Wed, 16 Sep 2026 00:00:00 +0000 https://dipteshkanojia.co.uk/publication/koushik-2026-decodable/ TRACE: Textual Relevance Augmentation and Contextual Encoding for Multimodal Hate Detection https://dipteshkanojia.co.uk/publication/koushik-2026-trace/ Sat, 14 Mar 2026 00:00:00 +0000 https://dipteshkanojia.co.uk/publication/koushik-2026-trace/ Beyond Scalar Scores: Reinforcement Learning for Error-Aware Quality Estimation of Machine Translation https://dipteshkanojia.co.uk/publication/sindhujan-2026-beyond/ Mon, 09 Feb 2026 00:00:00 +0000 https://dipteshkanojia.co.uk/publication/sindhujan-2026-beyond/ TANDEM: Temporal-Aware Neural Detection for Multimodal Hate Speech https://dipteshkanojia.co.uk/publication/koushik-2026-tandem/ Fri, 16 Jan 2026 00:00:00 +0000 https://dipteshkanojia.co.uk/publication/koushik-2026-tandem/ Cyberbullying Detection via Aggression-Enhanced Prompting https://dipteshkanojia.co.uk/publication/saeid-etal-2025-cyberbullying/ Mon, 01 Sep 2025 00:00:00 +0000 https://dipteshkanojia.co.uk/publication/saeid-etal-2025-cyberbullying/ The Mind's Eye: A Multi-Faceted Reward Framework for Guiding Visual Metaphor Generation https://dipteshkanojia.co.uk/publication/koushik-etal-2025-mind/ Mon, 25 Aug 2025 00:00:00 +0000 https://dipteshkanojia.co.uk/publication/koushik-etal-2025-mind/ Towards a Robust Framework for Multimodal Hate Detection: A Study on Video vs. Image-based Content https://dipteshkanojia.co.uk/publication/koushik-etal-2025-multimodal-hate-detection/ Fri, 23 May 2025 00:00:00 +0000 https://dipteshkanojia.co.uk/publication/koushik-etal-2025-multimodal-hate-detection/