Adding “?” to the end of a query in Kagi gives a GPT summary of the top results. As annoying as AI-hype is, combining lenses and GPT summaries is really powerful. I have a lens for tool documentation and can get fairly accurate answers really quickly. e.g. “!doclens BigQuery materialized views?”
November 13, 2024 at 9:20 PM
Adding “?” to the end of a query in Kagi gives a GPT summary of the top results. As annoying as AI-hype is, combining lenses and GPT summaries is really powerful. I have a lens for tool documentation and can get fairly accurate answers really quickly. e.g. “!doclens BigQuery materialized views?”
DocLens : A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding
@dwzhu128 et al. at Google present a multi-agent framework that enhances evidence localization in long documents.
📝 arxiv.org/abs/2511.11552
👨🏽💻 dwzhu-pku.github.io/DocLens/
@dwzhu128 et al. at Google present a multi-agent framework that enhances evidence localization in long documents.
📝 arxiv.org/abs/2511.11552
👨🏽💻 dwzhu-pku.github.io/DocLens/
DocLens : A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding
Comprehending long visual documents, where information is distributed across extensive pages of text and visual elements, is a critical but challenging task for modern Vision-Language Models (VLMs). E...
arxiv.org
November 18, 2025 at 6:05 AM
DocLens : A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding
@dwzhu128 et al. at Google present a multi-agent framework that enhances evidence localization in long documents.
📝 arxiv.org/abs/2511.11552
👨🏽💻 dwzhu-pku.github.io/DocLens/
@dwzhu128 et al. at Google present a multi-agent framework that enhances evidence localization in long documents.
📝 arxiv.org/abs/2511.11552
👨🏽💻 dwzhu-pku.github.io/DocLens/
Yiqing Xie, Sheng Zhang, Hao Cheng, Pengfei Liu, Zelalem Gero, Cliff Wong, Tristan Naumann, Hoifung Poon, Carolyn Rose
DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation
https://arxiv.org/abs/2311.09581
DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation
https://arxiv.org/abs/2311.09581
February 20, 2024 at 10:03 AM
Yiqing Xie, Sheng Zhang, Hao Cheng, Pengfei Liu, Zelalem Gero, Cliff Wong, Tristan Naumann, Hoifung Poon, Carolyn Rose
DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation
https://arxiv.org/abs/2311.09581
DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation
https://arxiv.org/abs/2311.09581
Dawei Zhu, Rui Meng, Jiefeng Chen, Sujian Li, Tomas Pfister, Jinsung Yoon: DocLens : A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding https://arxiv.org/abs/2511.11552 https://arxiv.org/pdf/2511.11552 https://arxiv.org/html/2511.11552
November 17, 2025 at 6:32 AM
Dawei Zhu, Rui Meng, Jiefeng Chen, Sujian Li, Tomas Pfister, Jinsung Yoon: DocLens : A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding https://arxiv.org/abs/2511.11552 https://arxiv.org/pdf/2511.11552 https://arxiv.org/html/2511.11552
RL framework GRPO paired with DocLens improves factuality and brevity in clinical notes, in clinical documentation; GPT‑5 reviewers favored it over baselines. Read more: https://getnews.me/reinforcement-learning-improves-clinical-text-generation-accuracy/ #reinforcementlearning #clinicalai
October 6, 2025 at 4:21 AM
RL framework GRPO paired with DocLens improves factuality and brevity in clinical notes, in clinical documentation; GPT‑5 reviewers favored it over baselines. Read more: https://getnews.me/reinforcement-learning-improves-clinical-text-generation-accuracy/ #reinforcementlearning #clinicalai
Yiqing Xie, Sheng Zhang, Hao Cheng, Pengfei Liu, Zelalem Gero, Cliff Wong, Tristan Naumann, Hoifung Poon, Carolyn Rose
DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation
https://arxiv.org/abs/2311.09581
DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation
https://arxiv.org/abs/2311.09581
October 4, 2024 at 4:01 PM
Yiqing Xie, Sheng Zhang, Hao Cheng, Pengfei Liu, Zelalem Gero, Cliff Wong, Tristan Naumann, Hoifung Poon, Carolyn Rose
DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation
https://arxiv.org/abs/2311.09581
DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation
https://arxiv.org/abs/2311.09581
Dawei Zhu, Rui Meng, Jiefeng Chen, Sujian Li, Tomas Pfister, Jinsung Yoon
DocLens : A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding
https://arxiv.org/abs/2511.11552
DocLens : A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding
https://arxiv.org/abs/2511.11552
November 17, 2025 at 5:58 AM
Dawei Zhu, Rui Meng, Jiefeng Chen, Sujian Li, Tomas Pfister, Jinsung Yoon
DocLens : A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding
https://arxiv.org/abs/2511.11552
DocLens : A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding
https://arxiv.org/abs/2511.11552
【無料キャンペーン実施中】
RAGの精度でお困りの企業様へ
✅図表含むOfficeファイルの処理
✅正確な情報抽出
✅RAGの精度向上
全て解決いたします！
期間：6/4-7/31
詳細：
www.acroquest.co.jp/archives/191...
#RAG #生成AI #DX
RAGの精度でお困りの企業様へ
✅図表含むOfficeファイルの処理
✅正確な情報抽出
✅RAGの精度向上
全て解決いたします！
期間：6/4-7/31
詳細：
www.acroquest.co.jp/archives/191...
#RAG #生成AI #DX
RAG精度向上キャンペーン開始 ｜ アクロクエストテクノロジー株式会社
～ドキュメント解析ソリューション「DocLens」で企業のRAG活用を支援～ アクロクエストテクノロジー株式会
www.acroquest.co.jp
June 4, 2025 at 1:59 AM
【無料キャンペーン実施中】
RAGの精度でお困りの企業様へ
✅図表含むOfficeファイルの処理
✅正確な情報抽出
✅RAGの精度向上
全て解決いたします！
期間：6/4-7/31
詳細：
www.acroquest.co.jp/archives/191...
#RAG #生成AI #DX
RAGの精度でお困りの企業様へ
✅図表含むOfficeファイルの処理
✅正確な情報抽出
✅RAGの精度向上
全て解決いたします！
期間：6/4-7/31
詳細：
www.acroquest.co.jp/archives/191...
#RAG #生成AI #DX
アクロクエストがRAG精度向上キャンペーンを開始！企業必見の取り組み#アクロクエスト#RAG#DocLens
アクロクエストが、RAGの精度を向上させるキャンペーンを開始。経験豊富なエンジニアによる包括的なサポートを提供します！
アクロクエストが、RAGの精度を向上させるキャンペーンを開始。経験豊富なエンジニアによる包括的なサポートを提供します！
アクロクエストがRAG精度向上キャンペーンを開始！企業必見の取り組み
アクロクエストが、RAGの精度を向上させるキャンペーンを開始。経験豊富なエンジニアによる包括的なサポートを提供します！
kanagawa.publishing.3rd-in.co.jp
June 4, 2025 at 1:57 AM