COLM 2025 Past NLP
First Workshop on Bridging NLP and Public Opinion Research
NLPOR 2025
- Submission deadline
- Jun 24, 2025, 11:59 UTC imported from OpenReview — check the website for extensions
- Submission portal
- OpenReview
- Notes
- Auto-imported from the OpenReview venue record on 2026-06-11 — please verify and enrich (topics are keyword-guessed).
Accepted papers (24)
Fetched from OpenReview (v2) on 2026-06-11.
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[Work-in-Progress] Multi-Instance Learning for Social Media- Based Spatiotemporal Public Opinion Analysis
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AIn’t Nothing But a Survey? Using Large Language Models for Coding German Open-Ended Survey Responses on Survey Motivation
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Annotation Sensitivity: Training Data Collection Methods Affect Model Performance
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Back to the basics and to the future: Evaluating silicon samples with POR standards
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Beyond Accuracy: A Replication Fidelity Framework for Trustworthy LLM Evaluation in Social Science Applications
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Beyond Consensus: Use of Demographics for Datasets that Reflect Annotator Disagreement
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Cross-corpora argument analysis using textual entailment
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Evaluating the Human-Likeness of LLM-Generated Open-Ended Responses
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Exploring Side-by-Side LLM Evaluation Through Human Alignment and Bias Mitigation
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In Your Own Words: Free-Text Descriptions of Identity Reveal Information Beyond Census Categories
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In-Context Learning for the Imputation of Survey Data
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Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions
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Linking Survey and Social Media Data: Natural Language Processing for Bridging the Gap Between Open Access and Data Protection
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LLM-Enhanced Survey Methodology: Validation, Automation, and Mixed Methods at Scale
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Mic Drop or Data Flop? Evaluating the Fitness for Purpose of AI Voice Interviewers for Data Collection within Quantitative & Qualitative Research Contexts
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More Parameters Than Populations: A Systematic Review of Large Language Models in Survey Research
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Position: Insights from Survey Methodology can Improve Training Data
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SAI What?! Ping the Bots Before You Probe the People: Testing Large Language Models for Pre-Cognitive Interviewing in Survey Research
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SimBench: Benchmarking the Ability of Large Language Models to Simulate Human Behaviors
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Social sciences and AI joining forces: towards new approaches for computational social sciences
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Uncovering Hidden Factions through Text-Network Representations: Unsupervised Public Opinion Mapping of Iran on Twitter in the 2022 Unrest
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Understanding Public Opinion through Social Media: Summarization, Stance Annotation, Demographic Inference
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Using Large Language Models to measure and classify occupations in surveys
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Who Counts? The Potentials and Pitfalls of Using LLMs in Survey Research