Awesome and

Linear Attention Architectures: Mechanisms, Trade-offs, and Cross-Layer Routing (2026)

Tommaso Cerruti et al.

2.00

DLLM-Searcher: Adapting Diffusion Large Language Model for Search Agents (2026)

Jiahao Zhao et al.

1.94

DeNovoSWE: Scaling Long-Horizon Environments for Generating Entire Repositories from Scratch (2026)

Jiale Zhao et al.

1.94

Agentic Reasoning for Large Language Models (2026)

Tianxin Wei et al.

1.67

The Jumping Reasoning Curve? Tracking the Evolution of Reasoning Performance in GPT-[n] and o-[n] Models on Multimodal Puzzles (2025)

Vernon Y. H. Toh et al.

1.28

Dedicated Feedback and Edit Models Empower Inference-Time Scaling for Open-Ended General-Domain Tasks (2025)

Zhilin Wang et al.

1.28

CodeARC: Benchmarking Reasoning Capabilities of LLM Agents for Inductive Program Synthesis (2025)

Anjiang Wei et al.

1.28

Self-alignment of Large Video Language Models with Refined Regularized Preference Optimization (2025)

Pritam Sarkar et al.

1.28

DRAGON: Distributional Rewards Optimize Diffusion Generative Models (2025)

Yatong Bai et al.

1.28

Seed1.5-VL Technical Report (2025)

Dong Guo et al.

1.28

FREESON: Retriever-Free Retrieval-Augmented Reasoning via Corpus-Traversing MCTS (2025)

Chaeeun Kim et al.

1.28

Synthetic Data RL: Task Definition Is All You Need (2025)

Yiduo Guo et al.

1.28

Data and AI governance: Promoting equity, ethics, and fairness in large language models (2025)

Alok Abhishek et al.

1.28

Retrieval-augmented reasoning with lean language models (2025)

Ryan Sze-Yin Chan et al.

1.28

SAIL-VL2 Technical Report (2025)

Weijie Yin et al.

1.28

Think-on-Graph 3.0: Efficient and Adaptive LLM Reasoning on Heterogeneous Graphs via Multi-Agent Dual-Evolving Context Retrieval (2025)

Xiaojun Wu et al.

1.28

Ming-UniVision: Joint Image Understanding and Generation with a Unified Continuous Tokenizer (2025)

Ziyuan Huang et al.

1.28

DialectGen: Benchmarking and Improving Dialect Robustness in Multimodal Generation (2025)

Yu Zhou et al.

1.28

TV2TV: A Unified Framework for Interleaved Language and Video Generation (2025)

Xiaochuang Han et al.

1.28

LACoS-BLOOM: Low-rank Adaptation with Contrastive objective on 8 bits Siamese-BLOOM (2023)

Wen-Yu Hua et al.

—

From Word Models to World Models: Translating from Natural Language to the Probabilistic Language of Thought (2023)

Lionel Wong et al.

—

Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency (2023)

Tianhong Li et al.

—

RoboVQA: Multimodal Long-Horizon Reasoning for Robotics (2023)

Pierre Sermanet et al.

—

LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents (2023)

Shilong Liu et al.

—

CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay (2024)

Natasha Butt et al.

—

StarCoder 2 and The Stack v2: The Next Generation (2024)

Anton Lozhkov et al.

—

Paint by Inpaint: Learning to Add Image Objects by Removing Them First (2024)

Navve Wasserman et al.

—

DOCCI: Descriptions of Connected and Contrasting Images (2024)

Yasumasa Onoe et al.

—

Xmodel-LM Technical Report (2024)

Yichuan Wang et al.

—

Large Scale Transfer Learning for Tabular Data via Language Modeling (2024)

Josh Gardner et al.

—

Goldfish: Vision-Language Understanding of Arbitrarily Long Videos (2024)

Kirolos Ataallah et al.

—

MMCOMPOSITION: Revisiting the Compositionality of Pre-trained Vision-Language Models (2024)

Hang Hua et al.

—

TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation (2024)

Wenhao Wang et al.

—

VideoGLaMM: A Large Multimodal Model for Pixel-Level Visual Grounding in Videos (2024)

Shehan Munasinghe et al.

—

Awesome and

Datasets & benchmarks

Key papers

and

Awesome and

Datasets & benchmarks

Key papers