Summary of Smaller, Weaker, Yet Better: Training Llm Reasoners Via Compute-optimal Sampling, by Hritik Bansal et al.
Smaller, Weaker, Yet Better: Training LLM Reasoners via Compute-Optimal Samplingby Hritik Bansal, Arian Hosseini, Rishabh…
Summary of Multilingual Arbitrage: Optimizing Data Pools to Accelerate Multilingual Progress, by Ayomide Odumakinde et al.
Multilingual Arbitrage: Optimizing Data Pools to Accelerate Multilingual Progressby Ayomide Odumakinde, Daniel D'souza, Pat Verga,…
Summary of Zebrapose: Zebra Detection and Pose Estimation Using Only Synthetic Data, by Elia Bonetto and Aamir Ahmad
ZebraPose: Zebra Detection and Pose Estimation using only Synthetic Databy Elia Bonetto, Aamir AhmadFirst submitted…
Summary of Synthetic Simplicity: Unveiling Bias in Medical Data Augmentation, by Krishan Agyakari Raja Babu et al.
Synthetic Simplicity: Unveiling Bias in Medical Data Augmentationby Krishan Agyakari Raja Babu, Rachana Sathish, Mrunal…
Summary of Table-filling Via Mean Teacher For Cross-domain Aspect Sentiment Triplet Extraction, by Kun Peng et al.
Table-Filling via Mean Teacher for Cross-domain Aspect Sentiment Triplet Extractionby Kun Peng, Lei Jiang, Qian…
Summary of Mpox Detection Advanced: Rapid Epidemic Response Through Synthetic Data, by Yudara Kularathne et al.
Mpox Detection Advanced: Rapid Epidemic Response Through Synthetic Databy Yudara Kularathne, Prathapa Janitha, Sithira Ambepitiya,…
Summary of Data Generation Using Large Language Models For Text Classification: An Empirical Case Study, by Yinheng Li et al.
Data Generation Using Large Language Models for Text Classification: An Empirical Case Studyby Yinheng Li,…
Summary of Beyond Instruction Following: Evaluating Inferential Rule Following Of Large Language Models, by Wangtao Sun et al.
Beyond Instruction Following: Evaluating Inferential Rule Following of Large Language Modelsby Wangtao Sun, Chenxiang Zhang,…
Summary of Into the Unknown: Generating Geospatial Descriptions For New Environments, by Tzuf Paz-argaman et al.
Into the Unknown: Generating Geospatial Descriptions for New Environmentsby Tzuf Paz-Argaman, John Palowitch, Sayali Kulkarni,…
Summary of Tsynd: Targeted Synthetic Data Generation For Enhanced Medical Image Classification, by Joshua Niemeijer et al.
TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classificationby Joshua Niemeijer, Jan Ehrhardt, Hristina…