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08/18/2023
Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment
Larger language models (LLMs) have taken the world by storm with their m...
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05/23/2023
Domain-Expanded ASTE: Rethinking Generalization in Aspect Sentiment Triplet Extraction
Aspect Sentiment Triplet Extraction (ASTE) is a subtask of Aspect-Based ...
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05/22/2023
Chain of Knowledge: A Framework for Grounding Large Language Models with Structured Knowledge Bases
We introduce Chain of Knowledge (CoK), a framework that augments large l...
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04/24/2023
Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model
The immense scale of the recent large language models (LLM) allows many ...
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02/07/2023
UDApter – Efficient Domain Adaptation Using Adapters
We propose two methods to make unsupervised domain adaptation (UDA) more...
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05/09/2022
So Different Yet So Alike! Constrained Unsupervised Text Style Transfer
Automatic transfer of text between domains has become popular in recent ...
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09/10/2021
PIP: Physical Interaction Prediction via Mental Imagery with Span Selection
To align advanced artificial intelligence (AI) with human values and pro...
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10/22/2020
MTGAT: Multimodal Temporal Graph Attention Networks for Unaligned Human Multimodal Language Sequences
Human communication is multimodal in nature; it is through multiple moda...
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11/21/2019
WildMix Dataset and Spectro-Temporal Transformer Model for Monoaural Audio Source Separation
Monoaural audio source separation is a challenging research area in mach...
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05/08/2019
Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances
Emotion is intrinsic to humans and consequently emotion understanding is...
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11/01/2018
DialogueRNN: An Attentive RNN for Emotion Detection in Conversations
Emotion detection in conversations is a necessary step for a number of a...
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10/05/2018
