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