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@XMUDeepLIT

DeepLIT Group in Xiamen University

Homepage - https://xmudeeplit.github.io/

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  1. LLaVE LLaVE Public

    LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning

    Python 75 3

  2. VNMT VNMT Public

    Code for "Variational Neural Machine Translation" (EMNLP2016)

    Python 56 14

  3. RRWEL RRWEL Public

    Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning. Code from IJCAI 2019 paper.

    Python 45 4

  4. DCCN DCCN Public

    Code for "Dynamic Context-guided Capsule Network for Multimodal Machine Translation" （ACM MM2020）

    Python 42 4

  5. UME-R1 UME-R1 Public

    The code implementation for UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings (ICLR 2026).

    Python 39 1

  6. AVG-LLaVA AVG-LLaVA Public

    Code for "AVG-LLaVA: A Multimodal Large Model with Adaptive Visual Granularity"

    Python 33 1

Repositories

Showing 10 of 92 repositories
  • XMUDeepLIT.github.io Public
    XMUDeepLIT/XMUDeepLIT.github.io’s past year of commit activity
    HTML 0 MIT 0 0 0 Updated Feb 19, 2026
  • TTCS Public

    The code implementation for TTCS: Test-Time Curriculum Synthesis for Self-Evolving.

    XMUDeepLIT/TTCS’s past year of commit activity
    Python 32 4 2 2 Updated Feb 6, 2026
  • Bi-directional-Bias-Attribution Public

    The code implementation for Bi-directional Bias Attribution: Debiasing Large Language Models without Modifying Prompts (ICLR 2026).

    XMUDeepLIT/Bi-directional-Bias-Attribution’s past year of commit activity
    Python 2 0 0 0 Updated Feb 4, 2026
  • UME-R1 Public

    The code implementation for UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings (ICLR 2026).

    XMUDeepLIT/UME-R1’s past year of commit activity
    Python 39 Apache-2.0 1 1 0 Updated Dec 19, 2025
  • AimKP Public

    Code and Data for "AimKP: Augmenting Intra-Modal Understanding in MLLMs for Robust Multimodal Keyphrase Generation"(AAAI-25)

    XMUDeepLIT/AimKP’s past year of commit activity
    Python 4 Apache-2.0 0 0 0 Updated Nov 9, 2025
  • Faithful-RAG Public

    Code and Data for "FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation" (ACL25)

    XMUDeepLIT/Faithful-RAG’s past year of commit activity
    Python 29 5 0 0 Updated Oct 26, 2025
  • Spec-RL Public

    SPEC-RL: Accelerating On-Policy Reinforcement Learning via Speculative Rollouts

    XMUDeepLIT/Spec-RL’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Oct 12, 2025
  • PATIMT-Bench Public

    Code and Data for "PATIMT-Bench: A Multi-Scenario Benchmark for Position-Aware Text Image Machine Translation in Large Vision-Language Models" (EMNLP-25 findings)

    XMUDeepLIT/PATIMT-Bench’s past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Sep 24, 2025
  • LLM-OREF Public

    Code and Data for "LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models"(EMNLP-25)

    XMUDeepLIT/LLM-OREF’s past year of commit activity
    Python 3 1 0 0 Updated Sep 18, 2025
  • MARO Public Forked from Brtulien/MARO

    MARO is an end-to-end multi-agent framework that empowers Large Language Models (LLMs) to detect cross-domain misinformation through automated analysis and optimized decision-making.

    XMUDeepLIT/MARO’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Sep 5, 2025
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