activity
20132023
most citedChallenges in Representation Learning: A report on three machine learning contests

103 citations · 142 across the 24 of their papers we have counts for

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Showing 2023Show all

7 papers · 1 filter

cs.CL2023

AKEM: Aligning Knowledge Base to Queries with Ensemble Model for Entity Recognition and Linking

Di Lu, Zhongping Liang, Caixia Yuan +1

This paper presents a novel approach to address the Entity Recognition and Linking Challenge at NLPCC 2015. The task involves extracting named entity mentions from short search que…

cs.CV2023

Whether you can locate or not? Interactive Referring Expression Generation

Fulong Ye, Yuxing Long, Fangxiang Feng +1

Referring Expression Generation (REG) aims to generate unambiguous Referring Expressions (REs) for objects in a visual scene, with a dual task of Referring Expression Comprehension…

cs.CL2023

FATRER: Full-Attention Topic Regularizer for Accurate and Robust Conversational Emotion Recognition

Yuzhao Mao, Di Lu, Xiaojie Wang +1

This paper concentrates on the understanding of interlocutors' emotions evoked in conversational utterances. Previous studies in this literature mainly focus on more accurate emoti…

eess.SP2023

Enhancing Feature Extraction for Indoor Fingerprint Localization Using Diversified Data

Jiyu Jiao, Xiaojun Wang, Chenlin He

Given the rapid advancements in wireless communication and terminal devices, high-speed and convenient WiFi has permeated various aspects of people's lives, and attention has been…

cs.IR2023

Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark

Yuxing Long, Binyuan Hui, Caixia Yuan1 +3

Existing multimodal task-oriented dialog data fails to demonstrate the diverse expressions of user subjective preferences and recommendation acts in the real-life shopping scenario…

cs.CL2023

An Asynchronous Updating Reinforcement Learning Framework for Task-oriented Dialog System

Sai Zhang, Yuwei Hu, Xiaojie Wang +1

Reinforcement learning has been applied to train the dialog systems in many works. Previous approaches divide the dialog system into multiple modules including DST (dialog state tr…

cs.CL2023

SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph

Yuxing Long, Binyuan Hui, Fulong Ye +5

Existing multimodal conversation agents have shown impressive abilities to locate absolute positions or retrieve attributes in simple scenarios, but they fail to perform well when…