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Soujanya Poria

LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models

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Apr 04, 2023
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Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding

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Mar 02, 2023
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UDApter -- Efficient Domain Adaptation Using Adapters

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Feb 16, 2023
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A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach

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Nov 18, 2022
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Few-shot Multimodal Sentiment Analysis based on Multimodal Probabilistic Fusion Prompts

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Nov 12, 2022
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Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering

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Oct 29, 2022
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MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences

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Oct 23, 2022
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SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training

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Oct 23, 2022
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Multiview Contextual Commonsense Inference: A New Dataset and Task

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Oct 06, 2022
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WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs

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Sep 27, 2022
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