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20212026
most citedGenerating a Structured Summary of Numerous Academic Papers: Dataset and Method

17 citations · 27 across the 14 of their papers we have counts for

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cs.CL2026

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation

Beichen Guo, Zhiyuan Wen, Jia Gu +6

Automatic Survey Generation (ASG) aims to produce comprehensive literature surveys by retrieving, organizing, and synthesizing academic papers. Despite rapid progress in specialize…

cs.CL2024★ 3 cited

Self-assessment, Exhibition, and Recognition: a Review of Personality in Large Language Models

Zhiyuan Wen, Yu Yang, Jiannong Cao +3

As large language models (LLMs) appear to behave increasingly human-like in text-based interactions, more and more researchers become interested in investigating personality in LLM…

cs.CL2024★ 2 cited

LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing

Jiangshu Du, Yibo Wang, Wenting Zhao +37

This work is motivated by two key trends. On one hand, large language models (LLMs) have shown remarkable versatility in various generative tasks such as writing, drawing, and ques…

cs.CL2024

Personality-affected Emotion Generation in Dialog Systems

Zhiyuan Wen, Jiannong Cao, Jiaxing Shen +3

Generating appropriate emotions for responses is essential for dialog systems to provide human-like interaction in various application scenarios. Most previous dialog systems tried…

cs.CL2024★ 1 cited

Affective-NLI: Towards Accurate and Interpretable Personality Recognition in Conversation

Zhiyuan Wen, Jiannong Cao, Yu Yang +2

Personality Recognition in Conversation (PRC) aims to identify the personality traits of speakers through textual dialogue content. It is essential for providing personalized servi…

cs.CL2024

Low-Resource Court Judgment Summarization for Common Law Systems

Shuaiqi Liu, Jiannong Cao, Yicong Li +2

Common law courts need to refer to similar precedents' judgments to inform their current decisions. Generating high-quality summaries of court judgment documents can facilitate leg…