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upvoted a paper about 21 hours ago

TurnSight: Turn-Level Hindsight Self-Distillation for Tool-Integrated Reasoning

Paper • 2608.04007 • Published 2 days ago • 17

upvoted a paper about 1 month ago

OneRank: Unified Transformer-Native Ranking Architecture for Multi-Task Recommendation

Paper • 2606.16838 • Published Jun 15 • 19

upvoted a paper 3 months ago

DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data

Paper • 2604.19859 • Published Apr 21 • 53

upvoted a paper 4 months ago

Learning to Retrieve from Agent Trajectories

Paper • 2604.04949 • Published Mar 30 • 72

upvoted a collection 4 months ago

LRAT

Collection

Official resources for LRAT, including trajectory-trained dense retrievers and the LRAT training dataset for agentic search. • 4 items • Updated Apr 8 • 5

upvoted a paper 5 months ago

MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning

Paper • 2603.03379 • Published Mar 3 • 32

upvoted 2 papers 6 months ago

DLLM-Searcher: Adapting Diffusion Large Language Model for Search Agents

Paper • 2602.07035 • Published Feb 3 • 31

UI-Venus-1.5 Technical Report

Paper • 2602.09082 • Published Feb 9 • 157

upvoted a paper 7 months ago

When Personalization Misleads: Understanding and Mitigating Hallucinations in Personalized LLMs

Paper • 2601.11000 • Published Jan 16 • 27

upvoted a collection 7 months ago

MatchTIR

Collection

The official datasets and model checkpoints of MatchTIR. • 6 items • Updated Jan 16 • 3

upvoted 2 papers 7 months ago

OnePiece: Bringing Context Engineering and Reasoning to Industrial Cascade Ranking System

Paper • 2509.18091 • Published Sep 22, 2025 • 34

MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching

Paper • 2601.10712 • Published Jan 15 • 24

upvoted a paper 11 months ago

Staying in the Sweet Spot: Responsive Reasoning Evolution via Capability-Adaptive Hint Scaffolding

Paper • 2509.06923 • Published Sep 8, 2025 • 22

upvoted a paper about 1 year ago

NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search

Paper • 2505.14680 • Published May 20, 2025 • 9

upvoted 2 papers over 1 year ago

Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation

Paper • 2503.22675 • Published Mar 28, 2025 • 36

Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents

Paper • 2503.08684 • Published Mar 11, 2025 • 5