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Daily Papers

byAK and the research community

Nov 11

Submitted by

Hush-cd

HaluMem: Evaluating Hallucinations in Memory Systems of Agents

MemTensor

Submitted by

GuoxinChen

IterResearch: Rethinking Long-Horizon Agents via Markovian State Reconstruction

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16 authors

5

Submitted by

xxzcc

DRIVE: Data Curation Best Practices for Reinforcement Learning with Verifiable Reward in Competitive Code Generation

tencent

Submitted by

taesiri

The Station: An Open-World Environment for AI-Driven Discovery

·
2 authors

Submitted by

CheeryLJH

MVU-Eval: Towards Multi-Video Understanding Evaluation for Multimodal LLMs

NJU-LINK

Submitted by

zhoutianyi

Routing Manifold Alignment Improves Generalization of Mixture-of-Experts LLMs

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3 authors

Submitted by

Hiiamein

RedOne 2.0: Rethinking Domain-specific LLM Post-Training in Social Networking Services

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12 authors

Submitted by

zz1358m

SofT-GRPO: Surpassing Discrete-Token LLM Reinforcement Learning via Gumbel-Reparameterized Soft-Thinking Policy Optimization

NationalUniversityofSingapore

National University of Singapore

Submitted by

tianyiwuhaha

Reasoning with Confidence: Efficient Verification of LLM Reasoning Steps via Uncertainty Heads

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11 authors

Submitted by

smcleish

Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence

tomg-group-umd

Tom Goldstein's Lab at University of Maryland, College Park

Submitted by

taesiri

Robot Learning from a Physical World Model

deepmind

Submitted by

SadilKhan

NURBGen: High-Fidelity Text-to-CAD Generation through LLM-Driven NURBS Modeling

dfki-av

Augmented Vision

1

Submitted by

taesiri

DigiData: Training and Evaluating General-Purpose Mobile Control Agents

Submitted by

tianyilt

MPJudge: Towards Perceptual Assessment of Music-Induced Paintings

ECNU

East China Normal University

1

Submitted by

ybabakhin

Llama-Embed-Nemotron-8B: A Universal Text Embedding Model for Multilingual and Cross-Lingual Tasks

nvidia

1

Submitted by

zyzeng

RLoop: An Self-Improving Framework for Reinforcement Learning with Iterative Policy Initialization

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6 authors

Submitted by

che111

Ariadne: A Controllable Framework for Probing and Extending VLM Reasoning Boundaries

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6 authors

Submitted by

ZhiyuanZeng

RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments

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17 authors

Submitted by

taesiri

SWE-fficiency: Can Language Models Optimize Real-World Repositories on Real Workloads?

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8 authors

Submitted by

soujanyaporia

10 Open Challenges Steering the Future of Vision-Language-Action Models

declare-lab

Deep Cognition and Language Research (DeCLaRe) Lab

Submitted by

huckiyang

Long Grounded Thoughts: Distilling Compositional Visual Reasoning Chains at Scale

nvidia

Submitted by

Flourish

Diffusion-SDPO: Safeguarded Direct Preference Optimization for Diffusion Models

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7 authors

Submitted by

LiXinran1

Do LLMs Feel? Teaching Emotion Recognition with Prompts, Retrieval, and Curriculum Learning

dalian-university-of-technology

DaLian University of Technology

Submitted by

rmokady

Generating an Image From 1,000 Words: Enhancing Text-to-Image With Structured Captions

briaai

1

Submitted by

taesiri

DIMO: Diverse 3D Motion Generation for Arbitrary Objects

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5 authors

Submitted by

cmhungsteve

VADER: Towards Causal Video Anomaly Understanding with Relation-Aware Large Language Models

nvidia

1

Submitted by

hisoka94

Omni-AVSR: Towards Unified Multimodal Speech Recognition with Large Language Models

ImperialCollegeLondon

Imperial College London

Submitted by

OswaldHe123

LUT-LLM: Efficient Large Language Model Inference with Memory-based Computations on FPGAs

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5 authors

Submitted by

niloofarm

Reinforcement Learning Improves Traversal of Hierarchical Knowledge in LLMs

AI-at-Meta

1