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Daily Papers

byAK and the research community

Aug 8

Submitted by

Liang0223

On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification

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10 authors

Submitted by

ChengsongHuang

R-Zero: Self-Evolving Reasoning LLM from Zero Data

tencent

Submitted by

sundrops

Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation

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14 authors

Submitted by

tellarin

DeepPHY: Benchmarking Agentic VLMs on Physical Reasoning

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10 authors

Submitted by

ZhangYuhan

Hi3DEval: Advancing 3D Generation Evaluation with Hierarchical Validity

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8 authors

3

Submitted by

Bohan-Jiang

Are Today's LLMs Ready to Explain Well-Being Concepts?

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5 authors

5

Submitted by

shuaishuaicdp

Are We on the Right Way for Assessing Document Retrieval-Augmented Generation?

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7 authors

Submitted by

yichaodu

Don't Overthink It: A Survey of Efficient R1-style Large Reasoning Models

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11 authors

Submitted by

ChenyangLyu

Marco-Voice Technical Report

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11 authors

Submitted by

linxinso

CoAct-1: Computer-using Agents with Coding as Actions

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12 authors

3

Submitted by

WhiteCatY

Can Large Multimodal Models Actively Recognize Faulty Inputs? A Systematic Evaluation Framework of Their Input Scrutiny Ability

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5 authors

Submitted by

HenghuiDing

MOSEv2: A More Challenging Dataset for Video Object Segmentation in Complex Scenes

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8 authors

Submitted by

SiriusL

InfiAlign: A Scalable and Sample-Efficient Framework for Aligning LLMs to Enhance Reasoning Capabilities

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7 authors

Submitted by

amazingj

Evaluating, Synthesizing, and Enhancing for Customer Support Conversation

DianJin

4

Submitted by

ccsasuke

Learning to Reason for Factuality

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8 authors

Submitted by

ChengmingX

StrandDesigner: Towards Practical Strand Generation with Sketch Guidance

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9 authors

Submitted by

ZhengChen1999

Steering One-Step Diffusion Model with Fidelity-Rich Decoder for Fast Image Compression

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6 authors

Submitted by

Zihao1

Attention Basin: Why Contextual Position Matters in Large Language Models

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9 authors

2

Submitted by

nielsr

Unlocking the Potential of MLLMs in Referring Expression Segmentation via a Light-weight Mask Decode

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5 authors

Submitted by

yxl66666

Visual Document Understanding and Question Answering: A Multi-Agent Collaboration Framework with Test-Time Scaling

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9 authors

2

Submitted by

amanchadha

PRvL: Quantifying the Capabilities and Risks of Large Language Models for PII Redaction

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6 authors

2

Submitted by

amanchadha

I Think, Therefore I Am Under-Qualified? A Benchmark for Evaluating Linguistic Shibboleth Detection in LLM Hiring Evaluations

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4 authors

2

Submitted by

reshmighosh

Hop, Skip, and Overthink: Diagnosing Why Reasoning Models Fumble during Multi-Hop Analysis

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10 authors

2

Submitted by

liuziyan

I2CR: Intra- and Inter-modal Collaborative Reflections for Multimodal Entity Linking

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9 authors

Submitted by

mnandwana

REINA: Regularized Entropy Information-Based Loss for Efficient Simultaneous Speech Translation

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4 authors

2

Submitted by

fengyiwu

RPCANet++: Deep Interpretable Robust PCA for Sparse Object Segmentation

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7 authors