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08/27/2023
Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum
Augmenting large language models (LLMs) with external tools has emerged ...
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07/19/2023
Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community
The research field of Information Retrieval (IR) has evolved significant...
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05/26/2023
UMSE: Unified Multi-scenario Summarization Evaluation
Summarization quality evaluation is a non-trivial task in text summariza...
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05/19/2023
A Topic-aware Summarization Framework with Different Modal Side Information
Automatic summarization plays an important role in the exponential docum...
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12/20/2022
Contrastive Learning Reduces Hallucination in Conversations
Pre-trained language models (LMs) store knowledge in their parameters an...
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04/23/2021
Deep Multi-Stage CSI Acquisition for Reconfigurable Intelligent Surface Aided MIMO Systems
This article aims to reduce huge pilot overhead when estimating the reco...
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05/10/2020
From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information
Text summarization is the research area aiming at creating a short and c...
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03/10/2020
Learning to Respond with Stickers: A Framework of Unifying Multi-Modality in Multi-Turn Dialog
Stickers with vivid and engaging expressions are becoming increasingly p...
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03/08/2020
Reinforcement Learning Based Cooperative Coded Caching under Dynamic Popularities in Ultra-Dense Networks
For ultra-dense networks with wireless backhaul, caching strategy at sma...
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10/28/2019
RPM-Oriented Query Rewriting Framework for E-commerce Keyword-Based Sponsored Search
Sponsored search optimizes revenue and relevance, which is estimated by ...
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09/19/2019
How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing
Under special circumstances, summaries should conform to a particular st...
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08/17/2019
Deep Learning based Channel Estimation for Massive MIMO with Mixed-Resolution ADCs
In this article, deep learning is applied to estimate the uplink channel...
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01/23/2019
Product-Aware Answer Generation in E-Commerce Question-Answering
In e-commerce portals, generating answers for product-related questions ...
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12/13/2018
Abstractive Text Summarization by Incorporating Reader Comments
In neural abstractive summarization field, conventional sequence-to-sequ...
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09/27/2018