3

Clarify or Answer: Reinforcement Learning for Agentic VQA with Context Under-specification featured image

Agentic Systems

Clarify or Answer: Reinforcement Learning for Agentic VQA with Context Under-specification

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

Jan 20, 2026 • 1 min read

Tensorized Clustered LoRA Merging for Multi-Task Interference

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

Aug 15, 2025 • 1 min read

Multimodal Models

MMMG: A Comprehensive and Reliable Evaluation Suite for Multitask Multimodal Generation

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

May 20, 2025 • 1 min read

InfoVisDial: An Informative Visual Dialogue Dataset by Bridging Large Multimodal and Language Models featured image

Visual Dialogue

InfoVisDial: An Informative Visual Dialogue Dataset by Bridging Large Multimodal and Language Models

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

Dec 1, 2023 • 1 min read

Recommender Systems

Towards Generating Robust, Fair, and Emotion-Aware Explanations for Recommender Systems

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

Aug 20, 2022 • 1 min read

Recommender Systems

EGCR: Explanation Generation for Conversational Recommendation

Generating explanations in multi-turn conversational recommendation with EGCR.

Aug 20, 2022 • 1 min read