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Daily Papers

byAK and the research community

Aug 12

Submitted by

xyma

ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability

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7 authors

Submitted by

Jarvis1111

WideSearch: Benchmarking Agentic Broad Info-Seeking

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13 authors

Submitted by

X-iZhang

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

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15 authors

Submitted by

xiaochonglinghu

Omni-Effects: Unified and Spatially-Controllable Visual Effects Generation

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10 authors

Submitted by

CheeryLJH

Part I: Tricks or Traps? A Deep Dive into RL for LLM Reasoning

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15 authors

Submitted by

razzant

SONAR-LLM: Autoregressive Transformer that Thinks in Sentence Embeddings and Speaks in Tokens

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5 authors

Submitted by

Jiafei1224

MolmoAct: Action Reasoning Models that can Reason in Space

allenai

Ai2

Submitted by

Suu

Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization

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8 authors

Submitted by

MrLight

BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent

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20 authors

Submitted by

weijiawu

Reinforcement Learning in Vision: A Survey

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9 authors

Submitted by

chengq9

UserBench: An Interactive Gym Environment for User-Centric Agents

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12 authors

Submitted by

hywu

Grove MoE: Towards Efficient and Superior MoE LLMs with Adjugate Experts

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13 authors

Submitted by

Monta3Pt

Spectrum Projection Score: Aligning Retrieved Summaries with Reader Models in Retrieval-Augmented Generation

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6 authors

2

Submitted by

tricktreat

OmniEAR: Benchmarking Agent Reasoning in Embodied Tasks

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10 authors

Submitted by

qianlanwyd

Temporal Self-Rewarding Language Models: Decoupling Chosen-Rejected via Past-Future

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12 authors

Submitted by

drkylj

Less Is More: Training-Free Sparse Attention with Global Locality for Efficient Reasoning

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8 authors

2

Submitted by

XiaodongChen

MoBE: Mixture-of-Basis-Experts for Compressing MoE-based LLMs

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5 authors

Submitted by

Dunge0nMaster

Follow-Your-Shape: Shape-Aware Image Editing via Trajectory-Guided Region Control

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9 authors

Submitted by

FrankLuox

Shortcut Learning in Generalist Robot Policies: The Role of Dataset Diversity and Fragmentation

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6 authors

2

Submitted by

stefan-it

GLiClass: Generalist Lightweight Model for Sequence Classification Tasks

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6 authors

Submitted by

puar-playground

VisR-Bench: An Empirical Study on Visual Retrieval-Augmented Generation for Multilingual Long Document Understanding

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9 authors

Submitted by

zeju-0727

Compressing Chain-of-Thought in LLMs via Step Entropy

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8 authors

2

Submitted by

j-min

Bifrost-1: Bridging Multimodal LLMs and Diffusion Models with Patch-level CLIP Latents

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5 authors

Submitted by

stellaathena

Deep Ignorance: Filtering Pretraining Data Builds Tamper-Resistant Safeguards into Open-Weight LLMs

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10 authors

Submitted by

clem

Anatomy of a Machine Learning Ecosystem: 2 Million Models on Hugging Face

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3 authors

4

Submitted by

HarryHe

Fact2Fiction: Targeted Poisoning Attack to Agentic Fact-checking System

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6 authors

2

Submitted by

marsianin500

Speech-to-LaTeX: New Models and Datasets for Converting Spoken Equations and Sentences

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9 authors

Submitted by

oneonlee

When Good Sounds Go Adversarial: Jailbreaking Audio-Language Models with Benign Inputs

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8 authors

2

Submitted by

justinphan3110

TextQuests: How Good are LLMs at Text-Based Video Games?

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4 authors