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06/15/2023
CMMLU: Measuring massive multitask language understanding in Chinese
As the capabilities of large language models (LLMs) continue to advance,...
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05/23/2023
Query Rewriting for Retrieval-Augmented Large Language Models
Large Language Models (LLMs) play a powerful Reader of the Retrieve-then...
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02/02/2023
Multimodal Chain-of-Thought Reasoning in Language Models
Large language models (LLMs) have shown impressive performance on comple...
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12/16/2022
Self-Prompting Large Language Models for Open-Domain QA
Open-Domain Question Answering (ODQA) requires models to answer factoid ...
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11/18/2021
Seeking Common but Distinguishing Difference, A Joint Aspect-based Sentiment Analysis Model
Aspect-based sentiment analysis (ABSA) task consists of three typical su...
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04/29/2020
Syntax-aware Data Augmentation for Neural Machine Translation
Data augmentation is an effective performance enhancement in neural mach...
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09/18/2019
Subword ELMo
Embedding from Language Models (ELMo) has shown to be effective for impr...
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08/31/2019
Open Named Entity Modeling from Embedding Distribution
In this paper, we report our discovery on named entity distribution in g...
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07/05/2019
Head-Driven Phrase Structure Grammar Parsing on Penn Treebank
Head-driven phrase structure grammar (HPSG) enjoys a uniform formalism r...
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08/10/2018
Lingke: A Fine-grained Multi-turn Chatbot for Customer Service
Traditional chatbots usually need a mass of human dialogue data, especia...
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05/09/2018
