Persuasiveness

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

No dataset record in the archive lists this task.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

28 shown of 28 papers with code (97 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Must Read: A Systematic Survey of Computational Persuasion
  12 May 2025 1 repository listed
  Persuasion is a fundamental aspect of communication, influencing decision-making across diverse contexts, from everyday conversations to high-stakes scenarios such as politics, marketing, and law.
• Labeling Messages as AI-Generated Does Not Reduce Their Persuasive Effects
  14 Apr 2025 1 repository listed
  To address this gap, we conducted a survey experiment (N=1601) on a diverse sample of Americans, presenting participants with an AI-generated message about several public policies (e.
• Tailored Truths: Optimizing LLM Persuasion with Personalization and Fabricated Statistics
  28 Jan 2025 1 repository listed
  We studied the persuasiveness of LLMs in a debate setting by having humans (n=33) engage with LLM-generated arguments intended to change the human's opinion.
• CAP: Evaluation of Persuasive and Creative Image Generation
  10 Dec 2024 1 repository listed
  Existing evaluation methods focus largely on assessing alignment with explicit, detailed descriptions, but evaluating alignment with visually implicit prompts remains an open problem.
• Hidden Persuaders: LLMs' Political Leaning and Their Influence on Voters
  31 Oct 2024 1 repository listed Syntology ran 0 of 11 samples · 11 unverified
  Through a voting simulation, we first demonstrate 18 open- and closed-weight LLMs' political preference for a Democratic nominee over a Republican nominee.
• I Want to Break Free! Persuasion and Anti-Social Behavior of LLMs in Multi-Agent Settings with Social Hierarchy
  9 Oct 2024 1 repository listed
  We do so by specifically studying two types of phenomena: persuasion and anti-social behavior in simulated scenarios involving a guard and a prisoner agent who seeks to achieve a specific goal (i.
• Persona Knowledge-Aligned Prompt Tuning Method for Online Debate
  5 Oct 2024 1 repository listed
  Debate is the process of exchanging viewpoints or convincing others on a particular issue.
• LLM Echo Chamber: personalized and automated disinformation
  24 Sep 2024 1 repository listed
  Recent advancements have showcased the capabilities of Large Language Models like GPT4 and Llama2 in tasks such as summarization, translation, and content review.
• Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities
  10 Jul 2024 1 repository listed Syntology ran 6 of 9 samples · 3 unverified · 9 pointer-only (licence)
  The rapid adoption of large language models (LLMs) in multi-agent systems has highlighted their impressive capabilities in various applications, such as collaborative problem-solving and autonomous negotiation.
• Evidence of a log scaling law for political persuasion with large language models
  20 Jun 2024 1 repository listed Syntology ran 2 of 2 samples · 0 unverified
  Large language models can now generate political messages as persuasive as those written by humans, raising concerns about how far this persuasiveness may continue to increase with model size.
• Persuasiveness of Generated Free-Text Rationales in Subjective Decisions: A Case Study on Pairwise Argument Ranking
  20 Jun 2024 1 repository listed
  Recently, there has been growing interest in using these rationales to provide insights for various important downstream tasks.
• Language Model Council: Democratically Benchmarking Foundation Models on Highly Subjective Tasks
  12 Jun 2024 1 repository listed
  However, using a single LLM judge is prone to intra-model bias, and many tasks - such as those related to emotional intelligence, creative writing, and persuasiveness - may be too subjective for a single model to judge…
• Debating with More Persuasive LLMs Leads to More Truthful Answers
  9 Feb 2024 1 repository listed Syntology ran 11 of 13 samples · 2 unverified
  In anticipation of this, we ask: can weaker models assess the correctness of stronger models?
• Overview of ImageArg-2023: The First Shared Task in Multimodal Argument Mining
  15 Oct 2023 1 repository listed
  This paper presents an overview of the ImageArg shared task, the first multimodal Argument Mining shared task co-located with the 10th Workshop on Argument Mining at EMNLP 2023.
• ReZG: Retrieval-Augmented Zero-Shot Counter Narrative Generation for Hate Speech
  9 Oct 2023 1 repository listed
  Unfortunately, the annotation speed of CN corpora cannot keep up with the growth of HS targets, while generating specific and effective CNs for unseen targets remains a significant challenge for the model.
• Evaluating GPT-3 Generated Explanations for Hateful Content Moderation
  28 May 2023 1 repository listed
  A key concern is that these explanations, generated by LLMs, may lead to erroneous judgments about the nature of flagged content by both users and content moderators.
• Can Large Language Models Transform Computational Social Science?
  12 Apr 2023 1 repository listed Syntology ran 4 of 4 samples · 0 unverified · 4 pointer-only (licence)
  We conclude that the performance of today's LLMs can augment the CSS research pipeline in two ways: (1) serving as zero-shot data annotators on human annotation teams, and (2) bootstrapping challenging creative…
• Audience-Centric Natural Language Generation via Style Infusion
  24 Jan 2023 1 repository listed
  While existing approaches demonstrate textual style transfer with large volumes of parallel or non-parallel data, we argue that grounding style on audience-independent external factors is innately limiting for two…
• PEPDS: A Polite and Empathetic Persuasive Dialogue System for Charity Donation
  1 Oct 2022 1 repository listed
  Our experimental results demonstrate that PEPDS increases the rate of persuasive responses with emotion and politeness acknowledgement compared to the current state-of-the-art dialogue models, while also enhancing the…
• ImageArg: A Multi-modal Tweet Dataset for Image Persuasiveness Mining
  14 Sep 2022 1 repository listed
  The growing interest in developing corpora of persuasive texts has promoted applications in automated systems, e.
• Learning to Rank Rationales for Explainable Recommendation
  10 Jun 2022 1 repository listed
  Seeing this gap, we propose a model named Semantic-Enhanced Bayesian Personalized Explanation Ranking (SE-BPER) to effectively combine the interaction information and semantic information.
• Modeling Persuasive Discourse to Adaptively Support Students’ Argumentative Writing
  1 May 2022 1 repository listed
  We introduce an argumentation annotation approach to model the structure of argumentative discourse in student-written business model pitches.
• Delving into Variance Transmission and Normalization: Shift of Average Gradient Makes the Network Collapse
  22 Mar 2021 1 repository listed Syntology ran 1 of 2 samples · 1 unverified · 2 pointer-only (licence)
  We propose Parametric Weights Standardization (PWS), a fast and robust to mini-batch size module used for conv filters, to solve the shift of the average gradient.
• Examining the Ordering of Rhetorical Strategies in Persuasive Requests
  9 Oct 2020 1 repository listed Syntology ran 0 of 7 samples · 7 unverified
  We find that specific (orderings of) strategies interact uniquely with a request's content to impact success rate, and thus the persuasiveness of a request.
• Outfit Compatibility Prediction and Diagnosis with Multi-Layered Comparison Network
  26 Jul 2019 1 repository listed
  Existing works about fashion outfit compatibility focus on predicting the overall compatibility of a set of fashion items with their information from different modalities.
• Estimating Causal Effects of Tone in Online Debates
  10 Jun 2019 1 repository listed
  In this paper, we estimate the causal effect of reply tones in debates on linguistic and sentiment changes in subsequent responses.
• Incorporating Argument-Level Interactions for Persuasion Comments Evaluation using Co-attention Model
  1 Aug 2018 1 repository listed
  In this paper, we investigate the issue of persuasiveness evaluation for argumentative comments.
• Echoes of Persuasion: The Effect of Euphony in Persuasive Communication
  24 Aug 2015 1 repository listed
  While the effect of various lexical, syntactic, semantic and stylistic features have been addressed in persuasive language from a computational point of view, the persuasive effect of phonetics has received little…

Syntology lines on 7 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.