COLT

university

AI & ML interests

A novel tool retrieval approach that uses message propagation and cross-view graph contrastive learning among queries, scenes, and tools, incorporating better collaborative information among various tools.

KID-22

authored a paper 4 months ago

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

Paper • 2509.18091 • Published Sep 22, 2025 • 33

KID-22

authored 3 papers 5 months ago

KID-22

authored a paper 8 months ago

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

Paper • 2505.14680 • Published May 20, 2025 • 9

KID-22

authored a paper 9 months ago

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

Paper • 2503.22675 • Published Mar 28, 2025 • 36

KID-22

authored 3 papers 10 months ago

Uncovering ChatGPT's Capabilities in Recommender Systems

Paper • 2305.02182 • Published May 3, 2023 • 1

From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions

Paper • 2410.08197 • Published Oct 10, 2024 • 2

Length-Induced Embedding Collapse in Transformer-based Models

Paper • 2410.24200 • Published Oct 31, 2024 • 2

stuedu

updated a dataset over 1 year ago

Tool-COLT/ToolBenchG2

Viewer • Updated Sep 4, 2024 • 291k • 70 • 1

stuedu

updated a model over 1 year ago

Tool-COLT/msmarco-roberta-base-ance-firstp-v1-ToolBenchG3

stuedu

updated 2 datasets over 1 year ago

Tool-COLT/ToolBenchG3

Viewer • Updated Aug 16, 2024 • 88.1k • 27 • 1

Tool-COLT/ToolLens

Viewer • Updated Aug 16, 2024 • 62.3k • 38 • 1

stuedu

updated 7 models over 1 year ago

COLT

AI & ML interests

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

RecGPT Technical Report

GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents

Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents

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

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

Uncovering ChatGPT's Capabilities in Recommender Systems

From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions

Length-Induced Embedding Collapse in Transformer-based Models

Tool-COLT/ToolBenchG2

Tool-COLT/msmarco-roberta-base-ance-firstp-v1-ToolBenchG3

Tool-COLT/ToolBenchG3

Tool-COLT/ToolLens

Tool-COLT/msmarco-distilbert-base-tas-b-v1-ToolBenchG3

Tool-COLT/msmarco-bert-co-condensor-v1-ToolBenchG3

Tool-COLT/contriever-base-msmarco-v1-ToolBenchG3

Tool-COLT/msmarco-roberta-base-ance-firstp-v1-ToolBenchG2

Tool-COLT/msmarco-distilbert-base-tas-b-v1-ToolBenchG2

Tool-COLT/msmarco-bert-co-condensor-v1-ToolBenchG2

Tool-COLT/contriever-base-msmarco-v1-ToolBenchG2

AI & ML interests

Team members 2

Tool-COLT's activity