Directed Social Analysis
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Social Caption: Evaluating Social Understanding in Multimodal Models
arXiv:2601.14569v2 Announce Type: replace Abstract: Social understanding abilities are crucial for multimodal large language models (MLLMs) to interpret human social interactions. We introduce SOCIAL CAPTION, a framework grounded in interaction theory to evaluate social understanding abilities of MLLMs along three dimensions: Social Inference (SI), the ability to make accurate inferences about interactions; Holistic Social Analysis (HSA), the ability to generate comprehensive descriptions of...
Annotation of Positive vs Negative User Interactions for Social Sign Prediction
Announce Type: new Abstract: Inferring the sign of social relationships from online interactions is a fundamental challenge in social network analysis. Existing approaches typically rely on sentiment analysis to label individual interactions as positive or negative, then aggregate these labels to assign a sign to the relationship.
Tonight the Music Seems So Loud by Sathnam Sanghera review – a heartbreaking portrait of George Michael
This affecting exploration of the troubled genius’s impact is packed with anecdote, sharp analysis and social contextIn 1998, George Michael was arrested for public lewdness in an LA lavatory, an incident that finally led the singer to publicly come out. The following day, Sathnam Sanghera found himself unable to leave his room at university: the doorway had been mockingly plastered with tabloid newspaper headlines – “ZIP ME UP BEFORE YOU GO-GO!” – by fellow students aware of his...
Tonight the Music Seems So Loud by Sathnam Sanghera review – a heartbreaking portrait of George Michael
This affecting exploration of the troubled genius’s impact is packed with anecdote, sharp analysis and social contextIn 1998, George Michael was arrested for public lewdness in an LA lavatory, an incident that finally led the singer to publicly come out. The following day, Sathnam Sanghera found himself unable to leave his room at university: the doorway had been mockingly plastered with tabloid newspaper headlines – “ZIP ME UP BEFORE YOU GO-GO!” – by fellow students aware of his...
The truth about Trump’s Truths
U.S. President Donald Trump’s May was dominated by the war in Iran and his continued pursuit to bring the entirety of the GOP to heel. But the president had other things on his mind, too. A POLITICO analysis of every single post Trump made last month on Truth Social, the social media site that he owns — totaling well over 800 posts or reposts — revealed a president focused as much on foreign policy as the beautification of the nation’s capital.
‘Obsession’ Takes Gen Z’s Social Anxiety to the Extreme
The following contains spoilers for the film Obsession. The premise of the hit horror movie Obsession may sound relatable: What if you had a totally debilitating crush on someone but were too afraid to confess your feelings to them? In the early scenes of the director Curry Barker’s feature debut, a 20-something record-store employee named Bear (played by Michael Johnston) can’t work up the nerve to ask out his co-worker Nikki (Inde Navarrette)—even when she demands to know, point-blank,...
Deep learning four decades of human migration
Abstract Human migration is a fundamental driver of global demographic change, shaping population structure, labour markets and social policy across countries1,2,3. Although long-term migration patterns are often linked to economic development4, they can shift rapidly in response to shocks such as conflict, environmental crises and political change5. Despite its importance, migration remains difficult to measure consistently: existing data are sparse, concentrated in high-income settings and...
SC: Can’t use OSA to deny accused access to documents relied on by prosecution
Holding that it is part of an accused’s right to fair trial that he gets access to documents relied upon by the prosecution, Supreme Court has said invocation of the Official Secrets Act (OSA) cannot take away the right of the accused person to get copies of the documents forming part of the chargesheet even if they are highly classified and confidential pertaining to national security. A bench of Justices J K Maheshwari and Atul S Chandurkar directed the Centre to provide the alleged secret...
SC: Law is against commercialising prostitution, doesn't want to ban it
After an "exhaustive and microscopic" analysis of the 70-year-old Immoral Traffic Prevention Act (ITPA), Supreme Court has ruled that the principal objective of the legislation is neither to abolish prostitution nor to make it a criminal offence but to prevent its commercialisation. A bench of Justices J B Pardiwala and R Mahadevan said, "We are sure that abolition of prostitution or making prostitution a criminal offence is not the principal object of the Act. Rather, what it aims for is...
Archaeologists find ancient matrilineal society in Turkiye’s Catalhoyuk
Archaeologists find ancient matrilineal society in Turkiye’s Catalhoyuk About 9,000 years ago, the Neolithic settlement of Catalhoyuk was an egalitarian, matrilineal society with no evidence of organised violence. Catalhoyuk, Turkiye – About an hour southeast of Konya lies one of the most exciting Neolithic finds of the 20th century – the densely populated settlement of Catalhoyuk. Occupied for 1,000 years from about 7000 to 6000 BC, Catalhoyuk has drawn archaeologists since its discovery in...