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20202026
most citedGenerating a Structured Summary of Numerous Academic Papers: Dataset and Method

17 citations · 34 across the 21 of their papers we have counts for

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10 papers · 1 filter

cs.CL2026

PolyInterview: An LLM-based Platform for Immersive Mock Interview Practice with Comprehensive Multimodal Assessment

Zhiyuan Wen, Jiannong Cao, Kelly Chan +5

Preparing for job interviews is important for securing desired positions, yet realistic practice remains difficult to access: real interviews are infrequent, expert mock coaching i…

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.CL2025

SGSimEval: A Comprehensive Multifaceted and Similarity-Enhanced Benchmark for Automatic Survey Generation Systems

Beichen Guo, Zhiyuan Wen, Yu Yang +3

The growing interest in automatic survey generation (ASG), a task that traditionally required considerable time and effort, has been spurred by recent advances in large language mo…

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

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…

cs.CL2023★ 17 cited

Generating a Structured Summary of Numerous Academic Papers: Dataset and Method

Shuaiqi Liu, Jiannong Cao, Ruosong Yang +1

Writing a survey paper on one research topic usually needs to cover the salient content from numerous related papers, which can be modeled as a multi-document summarization (MDS) t…

cs.CL2023★ 1 cited

Long Text and Multi-Table Summarization: Dataset and Method

Shuaiqi Liu, Jiannong Cao, Ruosong Yang +1

Automatic document summarization aims to produce a concise summary covering the input document's salient information. Within a report document, the salient information can be scatt…

cs.CL2021

Automatically Select Emotion for Response via Personality-affected Emotion Transition

Wen Zhiyuan, Cao Jiannong, Yang Ruosong +2

To provide consistent emotional interaction with users, dialog systems should be capable to automatically select appropriate emotions for responses like humans. However, most exist…