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A benchmark and analysis of when tool-using LLM agents should stop and abstain rather than continue acting.

May 1, 2026 • 1 min read

Reinforcement learning for agentic VQA that balances clarification and answering under underspecified context.

Jan 20, 2026 • 1 min read

Tensorized clustered LoRA merging to reduce multi-task interference in adapter-based LLM fine-tuning.

Aug 15, 2025 • 1 min read

Evaluation suite for diverse multitask multimodal generation with large multimodal models.

May 20, 2025 • 1 min read

An informative visual dialogue dataset created by bridging large multimodal and language models.

Dec 1, 2023 • 1 min read

Improving robustness, fairness, and emotion-awareness of explanations in recommender systems.

Aug 20, 2022 • 1 min read

Generating explanations in multi-turn conversational recommendation with EGCR.

Aug 20, 2022 • 1 min read