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Daily Papers

byAK and the research community

Jun 23

Submitted by

Yuki131

KaLM-Reranker-V1: Fast but Not Late Interaction for Compressed Document Reranking

KaLM-Embedding

Submitted by

JiayuJeff

PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems

UIUC-CS

University of Illinois at Urbana-Champaign

Submitted by

florinshum

World Action Models: A Survey

NationalUniversityofSingapore

National University of Singapore

Submitted by

iseesaw

EnterpriseClawBench: Benchmarking Agents from Real Workplace Sessions

FrontisAI

Submitted by

BradyFU

EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory

nanjinguniv

Nanjing University

Submitted by

tzt

HydraHead: From Head-Level Functional Heterogeneity to Specialized Attention Hybridization

·
7 authors

1

Submitted by

CheeryLJH

CLI-Universe: Towards Verifiable Task Synthesis Engine for Terminal Agents

NJU-LINK

Submitted by

shenyao

Learning from Your Own Mistakes: Constructing Learnable Micro-Reflective Trajectories for Self-Distillation

QwenBusinessUnit-Edu

QwenBusinessUnit-Edu

1

Submitted by

smallkang2025

OpenRath: Session-Centered Runtime State for Agent Systems

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3 authors

Submitted by

yigengx

Deep Research in Physical Sciences: A Multi-Agent Framework and Comprehensive Benchmark

Submitted by

wagoriginal

DailyReport: An Open-ended Benchmark for Evaluating Search Agents on Daily Search Tasks

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11 authors

Submitted by

cheese1

Exploring the Design Space of Reward Backpropagation for Flow Matching

tencent

Submitted by

quiet-storm

PoLAR: Factorizing Extent and Mode in Latent Actions for Robot Policy Learning

SeoulNatlUniv

Seoul National University

Submitted by

jaehong31

Safe Few-Step Generation via Velocity Editing

nanyang-technological-university-singapore

Nanyang Technological University Singapore

Submitted by

yanxi-chen

Connect the Dots: Training LLMs for Long-Lifecycle Agents with Cross-Domain Generalization Via Reinforcement Learning

AlibabaTongyiLab

Submitted by

taesiri

Training Open Models for Agentic Phone Use

Tencent-Hunyuan

Tencent Hunyuan

Submitted by

yujiazheng

Causal Discovery in the Era of Agents

CarnegieMellonU

Carnegie Mellon University

Submitted by

chenfeng1271

PolicyTrim: Boosting Intrinsic Policy Efficiency of Vision-Language-Action Models

sichuan university

Submitted by

ashwinnv

CalVerT: Augmenting Agents with Calibrated Verifier Telemetry Improves Action and Learning in Knowledge-Intensive Tasks

UTEXAS

University of Texas at Austin

Submitted by

taesiri

Tapered Language Models

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3 authors

Submitted by

taesiri

Unlimited OCR Works

baidu

Submitted by

taesiri

Self-Compacting Language Model Agents

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8 authors

Submitted by

jihochoi

Dense Reward for Multi-View 3D Reasoning with Global Maps and Local Views

kaist-ai

Submitted by

darrienmckenzie

Manifold Bandits: Bayesian Curriculum Learning over the Latent Geometry of Large Language Models

UCSanDiego

University of California at San Diego

Submitted by

thrshr

FastMix: Fast Data Mixture Optimization via Gradient Descent

Tencent-Hunyuan

Tencent Hunyuan