Med-RLVR: Emerging Medical Reasoning from a 3B base model via reinforcement Learning

Authors: Zhang, Sheng, Liu, Qianchu, Qin, Guanghui, Naumann, Tristan, Poon, Hoifung

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2502.19655

Universal Abstraction: Harnessing Frontier Models to Structure Real-World Data at Scale

Authors: Wong, Cliff, Preston, Sam, Liu, Qianchu, Gero, Zelalem, Bagga, Jass, Zhang, Sheng, Jain, Shrey, Zhao, Theodore, Gu, Yu, Xu, Yanbo, Kiblawi, Sid, Weerasinghe, Roshanthi, Leidner, Rom, Young, Kristina, Piening, Brian, Bifulco, Carlo, Naumann, Tristan, Wei, Mu, Poon, Hoifung

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2502.00943

CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation

Authors: He, Han, Liu, Qianchu, Xu, Lei, Shivade, Chaitanya, Zhang, Yi, Srinivasan, Sundararajan, Kirchhoff, Katrin

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2410.02748

Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing

Authors: Bannur, Shruthi, Hyland, Stephanie, Liu, Qianchu, Perez-Garcia, Fernando, Ilse, Maximilian, Castro, Daniel C., Boecking, Benedikt, Sharma, Harshita, Bouzid, Kenza, Thieme, Anja, Schwaighofer, Anton, Wetscherek, Maria, Lungren, Matthew P., Nori, Aditya, Alvarez-Valle, Javier, Oktay, Ozan

Source: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) CVPR Computer Vision and Pattern Recognition (CVPR), 2023 IEEE/CVF Conference on. :15016-15027 Jun, 2023

Relation: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Exploring the Boundaries of GPT-4 in Radiology

Authors: Liu, Qianchu, Hyland, Stephanie, Bannur, Shruthi, Bouzid, Kenza, Castro, Daniel C., Wetscherek, Maria Teodora, Tinn, Robert, Sharma, Harshita, Pérez-García, Fernando, Schwaighofer, Anton, Rajpurkar, Pranav, Khanna, Sameer Tajdin, Poon, Hoifung, Usuyama, Naoto, Thieme, Anja, Nori, Aditya V., Lungren, Matthew P., Oktay, Ozan, Alvarez-Valle, Javier

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2310.14573

Compositional Zero-Shot Domain Transfer with Text-to-Text Models

Authors: Liu, Fangyu, Liu, Qianchu, Bannur, Shruthi, Pérez-García, Fernando, Usuyama, Naoto, Zhang, Sheng, Naumann, Tristan, Nori, Aditya, Poon, Hoifung, Alvarez-Valle, Javier, Oktay, Ozan, Hyland, Stephanie L.

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2303.13386

Measuring Context-Word Biases in Lexical Semantic Datasets

Authors: Liu, Qianchu, McCarthy, Diana, Korhonen, Anna

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2112.06733

MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models

Authors: Liu, Qianchu, Liu, Fangyu, Collier, Nigel, Korhonen, Anna, Vulić, Ivan

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2109.09237

AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples

Authors: Liu, Qianchu, Ponti, Edoardo M., McCarthy, Diana, Vulić, Ivan, Korhonen, Anna

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2104.08639

XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning

Authors: Ponti, Edoardo Maria, Glavaš, Goran, Majewska, Olga, Liu, Qianchu, Vulić, Ivan, Korhonen, Anna

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2005.00333

Detectability by X-ray micro computed tomography of fatigue initiating void defects in laser powder-bed additively manufactured Ti-6Al-4V coupons

Authors: Sun, Stephen, Miller, Jonathan D., Choi, Yi Rye, Turk, Suzana, Donnelly, Drew, Liu, Qianchu

Source: In Additive Manufacturing 5 February 2024 81

Microstructure and precipitation behaviours of laser clad 7075 aluminium alloy

Authors: Wang, Jiangting, Timokhina, Ilana, Sharp, Khan, Shekhter, Alex, Liu, Qianchu

Source: In Surface & Coatings Technology 15 September 2022 445

Mechanical properties and deformation mechanisms of martensitic Ti6Al4V alloy processed by laser powder bed fusion and water quenching

Authors: Sun, Shoujin, Zhang, Duyao, Palanisamy, Suresh, Liu, Qianchu, Dargusch, Matthew S.

Source: In Materials Science & Engineering A 6 April 2022 839

Effect of Sample‐Build Orientation on the Tensile Deformation and Properties of Ti6Al4V Processed by Laser Powder Bed Fusion.

Authors: Sun, Shoujin^1,2, shoujin.sun@griffith.edu.au, Zhang, Duyao³, Palanisamy, Suresh^2,4, Liu, Qianchu⁵, Schmidt, Michael⁶, Dargusch, Matthew S.^2,7

Source: Advanced Engineering Materials; Nov2024, Vol. 26 Issue 21, p1-25, 25p

Small fatigue crack growth behavior of Ti-6Al-4V produced via selective laser melting: In situ characterization of a 3D crack tip interactions with defects

Authors: Waddell, Michael, Walker, Kevin, Bandyopadhyay, Ritwik, Kapoor, Kartik, Mallory, Alexandra, Xiao, Xianghui, Chuang, Andrew C., Liu, Qianchu, Phan, Nam, Sangid, Michael D.

Source: In International Journal of Fatigue August 2020 137

Influence of deposition strategy on the microstructure and fatigue properties of laser metal deposited Ti-6Al-4V powder on Ti-6Al-4V substrate

Authors: Choi, Yi Rye, Sun, Shi D., Liu, Qianchu, Brandt, Milan, Qian, Ma

Source: In International Journal of Fatigue January 2020 130

In-situ quench and tempering for microstructure control and enhanced mechanical properties of laser cladded AISI 420 stainless steel powder on 300M steel substrates

Authors: Da Sun, Shi, Fabijanic, Daniel, Barr, Cameron, Liu, Qianchu, Walker, Kevin, Matthews, Neil, Orchowski, Nick, Easton, Mark, Brandt, Milan

Source: In Surface & Coatings Technology 15 January 2018 333:210-219

Effect of laser clad repair on the fatigue behaviour of ultra-high strength AISI 4340 steel

Authors: Sun, Shi Da, Liu, Qianchu, Brandt, Milan, Luzin, Vladimir, Cottam, Ryan, Janardhana, Madabhushi, Clark, Graham

Source: In Materials Science & Engineering A 12 June 2014 606:46-57

Can pitting corrosion change the location of fatigue failures in aircraft?

Authors: Crawford, Bruce R., Loader, Chris, Liu, Qianchu, Harrison, Timothy J., Sharp, P. Khan

Source: In International Journal of Fatigue April 2014 61:304-314

A machine learning method to quantitatively predict alpha phase morphology in additively manufactured Ti-6Al-4V.

Authors: Cao, Zhuohan¹, Liu, Qian¹, Liu, Qianchu², Yu, Xiaobo², Kruzic, Jamie J.¹, Li, Xiaopeng¹, xiaopeng.li@unsw.edu.au

Source: NPJ Computational Materials; 10/18/2023, Vol. 9 Issue 1, p1-15, 15p