Alert button
Picture for Shafiq Joty

Shafiq Joty

Alert button

L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models

Oct 02, 2023
Ansong Ni, Pengcheng Yin, Yilun Zhao, Martin Riddell, Troy Feng, Rui Shen, Stephen Yin, Ye Liu, Semih Yavuz, Caiming Xiong, Shafiq Joty, Yingbo Zhou, Dragomir Radev, Arman Cohan

Figure 1 for L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models
Figure 2 for L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models
Figure 3 for L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models
Figure 4 for L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models
Viaarxiv icon

Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles

Sep 17, 2023
Kung-Hsiang Huang, Philippe Laban, Alexander R. Fabbri, Prafulla Kumar Choubey, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu

Figure 1 for Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles
Figure 2 for Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles
Figure 3 for Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles
Figure 4 for Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles
Viaarxiv icon

RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair

Sep 12, 2023
Weishi Wang, Yue Wang, Shafiq Joty, Steven C. H. Hoi

Figure 1 for RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair
Figure 2 for RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair
Figure 3 for RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair
Figure 4 for RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair
Viaarxiv icon

XGen-7B Technical Report

Sep 07, 2023
Erik Nijkamp, Tian Xie, Hiroaki Hayashi, Bo Pang, Congying Xia, Chen Xing, Jesse Vig, Semih Yavuz, Philippe Laban, Ben Krause, Senthil Purushwalkam, Tong Niu, Wojciech Kryściński, Lidiya Murakhovs'ka, Prafulla Kumar Choubey, Alex Fabbri, Ye Liu, Rui Meng, Lifu Tu, Meghana Bhat, Chien-Sheng Wu, Silvio Savarese, Yingbo Zhou, Shafiq Joty, Caiming Xiong

Figure 1 for XGen-7B Technical Report
Figure 2 for XGen-7B Technical Report
Figure 3 for XGen-7B Technical Report
Figure 4 for XGen-7B Technical Report
Viaarxiv icon

Exploring the Integration Strategies of Retriever and Large Language Models

Aug 24, 2023
Ye Liu, Semih Yavuz, Rui Meng, Meghana Moorthy, Shafiq Joty, Caiming Xiong, Yingbo Zhou

Figure 1 for Exploring the Integration Strategies of Retriever and Large Language Models
Figure 2 for Exploring the Integration Strategies of Retriever and Large Language Models
Figure 3 for Exploring the Integration Strategies of Retriever and Large Language Models
Figure 4 for Exploring the Integration Strategies of Retriever and Large Language Models
Viaarxiv icon

PromptSum: Parameter-Efficient Controllable Abstractive Summarization

Aug 06, 2023
Mathieu Ravaut, Hailin Chen, Ruochen Zhao, Chengwei Qin, Shafiq Joty, Nancy Chen

Figure 1 for PromptSum: Parameter-Efficient Controllable Abstractive Summarization
Figure 2 for PromptSum: Parameter-Efficient Controllable Abstractive Summarization
Figure 3 for PromptSum: Parameter-Efficient Controllable Abstractive Summarization
Figure 4 for PromptSum: Parameter-Efficient Controllable Abstractive Summarization
Viaarxiv icon

Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts

Jun 20, 2023
Xuan-Phi Nguyen, Sharifah Mahani Aljunied, Shafiq Joty, Lidong Bing

Viaarxiv icon

A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets

Jun 08, 2023
Md Tahmid Rahman Laskar, M Saiful Bari, Mizanur Rahman, Md Amran Hossen Bhuiyan, Shafiq Joty, Jimmy Xiangji Huang

Figure 1 for A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets
Figure 2 for A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets
Figure 3 for A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets
Figure 4 for A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets
Viaarxiv icon

Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning

Jun 01, 2023
Fan Yin, Jesse Vig, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Jason Wu

Figure 1 for Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning
Figure 2 for Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning
Figure 3 for Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning
Figure 4 for Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning
Viaarxiv icon

Building Extractive Question Answering System to Support Human-AI Health Coaching Model for Sleep Domain

May 31, 2023
Iva Bojic, Qi Chwen Ong, Shafiq Joty, Josip Car

Figure 1 for Building Extractive Question Answering System to Support Human-AI Health Coaching Model for Sleep Domain
Figure 2 for Building Extractive Question Answering System to Support Human-AI Health Coaching Model for Sleep Domain
Viaarxiv icon