NLP

A Comparative Analysis of Representation Flow in State-Space and Transformer Architectures
We study the feature flow across layers in state-space models compared to Transformers.
ChatCRS: Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems
We incoporate external knowledge and goals for better CRS.
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ChatCRS: Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems
Summarizing Scientific Content with Social Media Language
Translating complex scientific content into accessible language for social media platforms.
Assessing the AI Scientist
We find positive use cases, but also weaknesses that need much handholding from human scientists.
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Assessing the AI Scientist
Discourse and LLMs
We measure and enhance LLMs’ discourse understanding and reasoning faithfulness.
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Discourse and LLMs
Benchmarking and Improving OCR System for Southeast Asian Languages
We benchmark and improve modern OCR systems on Southeast Asian languages.
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Benchmarking and Improving OCR System for Southeast Asian Languages
Emoji Composition
We provide language resource for emoji composition.
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Emoji Composition
Perspectives on crowdsourcing annotations for natural language processing
Crowdsourcing has emerged as a new method for obtaining annotations for training models for machine learning. While many variants of …
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Re-engineering the OPAC User Interface
Envisioning the Library Catalog in a tabbed, Overview plus Details framework.
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Re-engineering the OPAC User Interface
Light Verb Constructions
We investigate methods to identify light verb constructions (LVCs) from a corpus, as well as recognizing linguistic features of LVCs.
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Light Verb Constructions