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06/15/2023
Rethinking Document-Level Relation Extraction: A Reality Check
Recently, numerous efforts have continued to push up performance boundar...
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05/04/2023
2x Faster Language Model Pre-training via Masked Structural Growth
Acceleration of large language model pre-training is a critical issue in...
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04/19/2023
NetGPT: Generative Pretrained Transformer for Network Traffic
All data on the Internet are transferred by network traffic, thus accura...
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04/14/2023
Research without Re-search: Maximal Update Parametrization Yields Accurate Loss Prediction across Scales
As language models scale up, it becomes increasingly expensive to verify...
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03/17/2023
DialogPaint: A Dialog-based Image Editing Model
We present DialogPaint, an innovative framework that employs an interact...
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03/15/2023
GCRE-GPT: A Generative Model for Comparative Relation Extraction
Given comparative text, comparative relation extraction aims to extract ...
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10/23/2022
PoKE: Prior Knowledge Enhanced Emotional Support Conversation with Latent Variable
Emotional support conversation (ESC) task can utilize various support st...
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10/12/2022
Perplexity from PLM Is Unreliable for Evaluating Text Quality
Recently, amounts of works utilize perplexity (PPL) to evaluate the qual...
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03/23/2022
Chat-Capsule: A Hierarchical Capsule for Dialog-level Emotion Analysis
Many studies on dialog emotion analysis focus on utterance-level emotion...
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02/05/2022
Aspect-based Sentiment Analysis through EDU-level Attentions
A sentence may express sentiments on multiple aspects. When these aspect...
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09/08/2021
A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict
Sarcasm employs ambivalence, where one says something positive but actua...
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02/13/2020