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09/14/2023
Pop Quiz! Do Pre-trained Code Models Possess Knowledge of Correct API Names?
Recent breakthroughs in pre-trained code models, such as CodeBERT and Co...
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08/14/2023
OctoPack: Instruction Tuning Code Large Language Models
Finetuning large language models (LLMs) on instructions leads to vast pe...
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07/23/2023
A First Look at On-device Models in iOS Apps
Powered by the rising popularity of deep learning techniques on smartpho...
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05/31/2023
Data Augmentation Approaches for Source Code Models: A Survey
The increasingly popular adoption of source code in many critical tasks ...
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05/09/2023
StarCoder: may the source be with you!
The BigCode community, an open-scientific collaboration working on the r...
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04/27/2023
Large Language Models Are State-of-the-Art Evaluators of Code Generation
Recent advancements in the field of natural language generation have fac...
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02/08/2023
Training-free Lexical Backdoor Attacks on Language Models
Large-scale language models have achieved tremendous success across vari...
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01/30/2023
On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex
Semantic parsing is a technique aimed at constructing a structured repre...
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01/30/2023
Exploring AI Ethics of ChatGPT: A Diagnostic Analysis
Recent breakthroughs in natural language processing (NLP) have permitted...
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01/09/2023
SantaCoder: don't reach for the stars!
The BigCode project is an open-scientific collaboration working on the r...
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10/11/2022
ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities
We introduce ViLPAct, a novel vision-language benchmark for human activi...
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09/15/2022
Rethinking Round-trip Translation for Automatic Machine Translation Evaluation
A parallel corpus is generally required to automatically evaluate the tr...
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03/21/2022
Paraphrasing Techniques for Maritime QA system
There has been an increasing interest in incorporating Artificial Intell...
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04/22/2021