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Apr 28, 2026 One paper accepted at ACL’26: MedDCR, a closed-loop framework for automatic design and optimisation of agentic systems for medical coding, a complex task that requires multi-step reasoning and tool use.
Apr 03, 2026 Two papers accepted at CVPR’26: OraPO, a data-efficient reinforcement finetuning method for radiology report generation that achieves SOTA performance while only using less than 0.1% of training data, and a flow matching-based scene graph generation method.
Feb 14, 2025 Two papers accepted at NAACL’25: a survey on data synthesis for CodeLLMs (main track) and knowledge distillation for NL2SQL (industry track).
Jan 02, 2025 One paper accepted at AAAI’25: on table understanding.
Sep 21, 2024 Three papers accepted at EMNLP’24: on visual social intelligence, spatial intelligence and task-oriented dialogues.
Apr 22, 2024 Two papers on LLMs accepted at ICLR’24: on reducing reasoning hallucinations and time series forecasting.