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07/06/2023
On the Cultural Gap in Text-to-Image Generation
One challenge in text-to-image (T2I) generation is the inadvertent refle...
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06/20/2023
UVSCAN: Detecting Third-Party Component Usage Violations in IoT Firmware
Nowadays, IoT devices integrate a wealth of third-party components (TPCs...
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06/15/2023
Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration
Although instruction-tuned large language models (LLMs) have exhibited r...
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05/23/2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future
Machine learning (ML) systems in natural language processing (NLP) face ...
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05/16/2023
Is a Video worth n× n Images? A Highly Efficient Approach to Transformer-based Video Question Answering
Conventional Transformer-based Video Question Answering (VideoQA) approa...
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05/14/2023
Semantic-aware Dynamic Retrospective-Prospective Reasoning for Event-level Video Question Answering
Event-Level Video Question Answering (EVQA) requires complex reasoning a...
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05/02/2023
New Trends in Machine Translation using Large Language Models: Case Examples with ChatGPT
Machine Translation (MT) has made significant progress in recent years u...
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04/05/2023
Document-Level Machine Translation with Large Language Models
Large language models (LLMs) such as Chat-GPT can produce coherent, cohe...
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03/23/2023
Dialogue-to-Video Retrieval
Recent years have witnessed an increasing amount of dialogue/conversatio...
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03/05/2023
MINER: A Hybrid Data-Driven Approach for REST API Fuzzing
In recent years, REST API fuzzing has emerged to explore errors on a clo...
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12/28/2022
One Bad Apple Spoils the Barrel: Understanding the Security Risks Introduced by Third-Party Components in IoT Firmware
Currently, the development of IoT firmware heavily depends on third-part...
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12/17/2022
Exploiting Rich Textual User-Product Context for Improving Sentiment Analysis
User and product information associated with a review is useful for sent...
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10/09/2022
QAScore – An Unsupervised Unreferenced Metric for the Question Generation Evaluation
Question Generation (QG) aims to automate the task of composing question...
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04/09/2022
Extending the Scope of Out-of-Domain: Examining QA models in multiple subdomains
Past works that investigate out-of-domain performance of QA systems have...
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11/18/2020
Improving Document-Level Sentiment Analysis with User and Product Context
Past work that improves document-level sentiment analysis by encoding us...
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10/05/2020
