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Daily Papers

byAK and the research community

Oct 7

Submitted by

KevinQHLin

Paper2Video: Automatic Video Generation from Scientific Papers

showlab

Submitted by

taesiri

Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

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13 authors

Submitted by

taesiri

Video-LMM Post-Training: A Deep Dive into Video Reasoning with Large Multimodal Models

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27 authors

Submitted by

YuchengShi

MITS: Enhanced Tree Search Reasoning for LLMs via Pointwise Mutual Information

UGA-AI

University of Georgia

3

Submitted by

raymin0223

Hybrid Architectures for Language Models: Systematic Analysis and Design Insights

MetaSuperintelligenceLab

2

Submitted by

taesiri

VChain: Chain-of-Visual-Thought for Reasoning in Video Generation

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6 authors

Submitted by

P2333

Imperceptible Jailbreaking against Large Language Models

sail

Submitted by

ofivite

Optimal Scaling Needs Optimal Norm

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4 authors

Submitted by

AdamF92

Reactive Transformer (RxT) -- Stateful Real-Time Processing for Event-Driven Reactive Language Models

ReactiveAI

Submitted by

shrimai19

Front-Loading Reasoning: The Synergy between Pretraining and Post-Training Data

nvidia

4

Submitted by

Cqy2019

MOSS-Speech: Towards True Speech-to-Speech Models Without Text Guidance

fnlp

OpenMOSS (SII, Fudan NLP)

Submitted by

JackyZhuo

Factuality Matters: When Image Generation and Editing Meet Structured Visuals

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11 authors

Submitted by

XingweiT

Fine-Tuning on Noisy Instructions: Effects on Generalization and Performance

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3 authors

2

Submitted by

weqweasdas

Reinforce-Ada: An Adaptive Sampling Framework for Reinforce-Style LLM Training

RLHFlow

Submitted by

zhhli

Judging with Confidence: Calibrating Autoraters to Preference Distributions

google

2

Submitted by

taesiri

SwiReasoning: Switch-Thinking in Latent and Explicit for Pareto-Superior Reasoning LLMs

microsoft

Submitted by

haizhongzheng

Prosperity before Collapse: How Far Can Off-Policy RL Reach with Stale Data on LLMs?

Carnegie Mellon University

Submitted by

taesiri

Watch and Learn: Learning to Use Computers from Online Videos

google

Submitted by

jayw

ChronoEdit: Towards Temporal Reasoning for Image Editing and World Simulation

nvidia

Submitted by

mujianijan

Self-Reflective Generation at Test Time

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8 authors

Submitted by

RohamKoohestani

Code4MeV2: a Research-oriented Code-completion Platform

AISE research lab at TU Delft

Submitted by

Luffuly

Character Mixing for Video Generation

MBZUAI

Mohamed Bin Zayed University of Artificial Intelligence

Submitted by

qcz

Good Intentions Beyond ACL: Who Does NLP for Social Good, and Where?

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6 authors

Submitted by

danielhzlin

EvolProver: Advancing Automated Theorem Proving by Evolving Formalized Problems via Symmetry and Difficulty

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9 authors

2

Submitted by

garibida

SAEdit: Token-level control for continuous image editing via Sparse AutoEncoder

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6 authors

2

Submitted by

amrit0714

Test-Time Scaling in Diffusion LLMs via Hidden Semi-Autoregressive Experts

University of Central Florida

2

Submitted by

epark

Optimized Minimal 4D Gaussian Splatting

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10 authors

Submitted by

jacobkahn

CWM: An Open-Weights LLM for Research on Code Generation with World Models

Submitted by

lucasbandarkar

Multilingual Routing in Mixture-of-Experts

UCLA

University of California, Los Angeles

Submitted by

hisoka94

MoME: Mixture of Matryoshka Experts for Audio-Visual Speech Recognition

ImperialCollegeLondon

Imperial College London

2

Submitted by

wzywp

Slow-Fast Policy Optimization: Reposition-Before-Update for LLM Reasoning

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8 authors

Submitted by

saksornr

Thai Semantic End-of-Turn Detection for Real-Time Voice Agents

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4 authors

2

Submitted by

skyil7

HiKE: Hierarchical Evaluation Framework for Korean-English Code-Switching Speech Recognition

thetaone-ai

Submitted by

pihull

LLMSQL: Upgrading WikiSQL for the LLM Era of Text-to-SQL

llmsql-bench

Submitted by

Lillianwei

Alignment Tipping Process: How Self-Evolution Pushes LLM Agents Off the Rails

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10 authors

Submitted by

jonhue

Learning on the Job: Test-Time Curricula for Targeted Reinforcement Learning

lasgroup

LAS @ ETH Zurich

Submitted by

eliebak

Paris: A Decentralized Trained Open-Weight Diffusion Model

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4 authors

Submitted by

charleslwang

Utility-Learning Tension in Self-Modifying Agents

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3 authors

2

Submitted by

dwright37

Epistemic Diversity and Knowledge Collapse in Large Language Models

copenlu

2

Submitted by

niloofarm

Position: Privacy Is Not Just Memorization!

cmu-lti

Submitted by

zhenyupan

AdvEvo-MARL: Shaping Internalized Safety through Adversarial Co-Evolution in Multi-Agent Reinforcement Learning

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16 authors

Submitted by

yurun-chen

Graph2Eval: Automatic Multimodal Task Generation for Agents via Knowledge Graphs

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11 authors

Submitted by

xuefeng-xu

Power Transform Revisited: Numerically Stable, and Federated

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2 authors

Submitted by

xuefeng-xu

Federated Computation of ROC and PR Curves

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2 authors