LLMs as annotators: the effect of party cues on labelling decisions by large language models
                Humanities and Social Sciences Communications - LLMs as annotators: the effect of party cues on labelling decisions by large language models
            
        
    
    
            Just *published* our paper with @westernupolisci.bsky.social PhD student, Hunter Driggers, on LLM bias from party cues in annotation tasks. We extend a previous study showing annotation bias from human coders in the presence of party cuesβ¦ LLM show similar bias π§΅: 
rdcu.be/eIKCj
               
            
            
                29.09.2025 21:04 β π 14    π 8    π¬ 2    π 0                      
            
         
            
        
            
            
            
            
                                                
                                                
    
    
    
    
            The killing of Charlie Kirk is part of a grim pattern of political violence in America. This is what the data show econ.st/4nqZysO
               
            
            
                16.09.2025 15:01 β π 127    π 66    π¬ 11    π 23                      
            
         
            
        
            
            
            
            
            
    
    
    
    
            Iβm incredibly grateful for my time at UBC, especially to my supervisor, @sborwein.bsky.social, for her support and guidance. While I look back on this chapter with pride, Iβm also excited to look ahead as I begin my PhD in Political Science at the University of Toronto.
               
            
            
                28.08.2025 13:06 β π 1    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
            
    
    
    
    
            Using regression analysis, I demonstrate this relationship, and through structural topic modeling of open-ended survey responses, I show that people living in neglected areas explicitly recognize and describe these inequalities...
               
            
            
                28.08.2025 13:06 β π 0    π 0    π¬ 1    π 0                      
            
         
            
        
            
            
            
            
            
    
    
    
    
            In my thesis, I show that objective political neglect β defined as reduced access to infrastructure, hospitals, and broadband β is a primary driver of place-based affective polarization in Canada...
               
            
            
                28.08.2025 13:06 β π 1    π 0    π¬ 1    π 0                      
            
         
            
        
            
            
            
            
                                                
                                                
    
    
    
    
            Iβm very proud to share that last week I successfully defended my Masterβs thesis, βThe Material Origins of Place-Based Affective Polarization in Canada.β Its now available on the UBC library: open.library.ubc.ca/soa/cIRcle/c...
               
            
            
                28.08.2025 13:06 β π 3    π 0    π¬ 1    π 0                      
            
         
            
        
            
        
            
            
            
            
                                                
                                                        
                                                
    
    
    
    
            πΊDo TV ads sway voters in presidential primaries?
β‘R Bird & M Peress develop a new method to estimate ad effects and find that both positive and negative ads boost supportβbut negative ads work best www.cambridge.org/core/journal... #FirstView
               
            
            
                20.06.2025 13:21 β π 6    π 2    π¬ 0    π 0                      
            
         
            
        
            
        
            
            
            
            
                                                
                                                
    
    
    
    
            Proud to have presented our coauthored paper @cpsa-acsp.bsky.social on immigration rhetoric in party manifestos. Honoured to work with Salar Asadolahi, @mjdonnelly.bsky.social , @mattpolacko.bsky.social  & Marc-Antoine Rancourt. This was truly a team effort! Thanks to everyone who came.
               
            
            
                03.06.2025 18:25 β π 6    π 1    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
            
    
    
    
    
            Hi! The raw counts are not included, but you can calculate it easily. Just multiply each policy variable (format: perXXX) by the βtotalβ variable and divide by 100.
               
            
            
                08.05.2025 17:20 β π 1    π 0    π¬ 0    π 0                      
            
         
            
        
            
        
            
            
                            
            
            
            
    
    
    
    
            Me trying to keep up with the DiD literature.
               
            
            
                03.05.2025 22:22 β π 72    π 6    π¬ 1    π 0                      
            
         
            
        
            
        
            
            
            
            
                                                
                                                
    
    
    
    
            They are obviously slow learners
               
            
            
                11.04.2025 13:09 β π 49540    π 10855    π¬ 3567    π 1348                      
            
         
            
        
            
        
            
            
            
            
                                                
                                                
    
    
    
    
            One of these things is not like the other.
               
            
            
                11.03.2025 23:40 β π 17894    π 5362    π¬ 463    π 356                      
            
         
            
        
            
        
            
            
            
            
            
    
    
    
    
            Thatβs really disappointing, especially in light of how recent rhetoric has strained Canada-US relations. Solidarity should be more than symbolicβit should come with real support and understanding. Iβm sorry you had to go through that.
               
            
            
                11.03.2025 04:28 β π 1    π 0    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                
                                                
    
    
    
    
            "Education as Identity? A Meta-Analysis of Education-Based In-Group Preferences in Candidate Choice Experiments" by Elizabeth Simon and Stuart J. Turnbull-Dugarte.https://www.journals.uchicago.edu/doi/10.1086/730745
               
            
            
                11.03.2025 02:03 β π 10    π 2    π¬ 0    π 1                      
            
         
            
        
            
            
            
            
                                                
                                                
    
    
    
    
            Can norm-based information campaigns reduce corruption? by Aaron Erlich and Jordan Gans-Morse is now available in Early View. @aaronerlich.bsky.social @jgansmorse.bsky.social 
ajps.org/2025/01/15/c...
               
            
            
                16.01.2025 16:43 β π 11    π 2    π¬ 0    π 1                      
            
         
            
        
            
        
            
        
            
            
            
            
                                                
                                                
    
    
    
    
            This quote
               
            
            
                03.12.2024 00:21 β π 24176    π 4319    π¬ 431    π 174                      
            
         
            
        
            
            
            
            
                                                
                                                
    
    
    
    
            New in Electoral Studies: βAre leftist or rightist voters better substantively represented? The effects of variance in district magnitude on party-voter ideological congruenceβ by Robin E. Beast: www.sciencedirect.com/science/arti... 
#polisky
               
            
            
                02.12.2024 17:08 β π 7    π 3    π¬ 0    π 0                      
            
         
            
        
            
            
            
            
                                                
                                                
    
    
    
    
            How to cope with an increasingly turbulent world?
Currently, I'm cuddling with Mabel & avoiding reality entirely.
               
            
            
                02.12.2024 23:39 β π 132298    π 6049    π¬ 6157    π 592                      
            
         
            
        
            
            
            
            
            
    
    
    
    
            A thread about whether the global β and American β center-left needs a different kind of liberalism. These are thoughts triggered by Trumpβs victory in the United States and the swing against mainstream incumbents in many other elections around the world.
               
            
            
                02.12.2024 17:02 β π 100    π 25    π¬ 10    π 14                      
            
         
    
         
        
            
        
                            
                    
                    
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