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Crystal: Characterizing Relative Impact of Scholarly Publications
arXiv:2603.26791v3 Announce Type: replace Abstract: Assessing a cited paper's impact is typically done by analyzing its citation context in isolation within the citing paper. While this focuses on the most directly relevant text, it prevents relative comparisons across all the works a paper cites. We propose Crystal, which instead jointly ranks all cited papers within a citing paper using large language models (LLMs).
CYGNET: Cypher Gate for Neural Execution Triage and Cost Containment
new Abstract: Language models acting as agents over knowledge graphs generate Cypher queries that fail structurally (crashing at the database) or semantically (executing but returning wrong results). We place a pre-execution gate between query generation and a production Neo4j database. The gate validates structure through a four-backend chain culminating in execution against a mirror graph at 5.6 ms median latency.
Overview of the ClinicalSkillQA 2026 Shared Task on Continuous Perception and Procedural Reasoning in Clinical Skill Assessment
Announce Type: new Abstract: This paper presents an overview of the ClinicalSkillQA 2026 shared task, which was organized with the BioNLP Workshop at ACL 2026. The goal of this shared task is to evaluate continuous perception and procedural reasoning in clinical skill assessment by requiring systems to reconstruct the correct temporal order of shuffled clinical key frames and generate rationales grounded in clinical workflow knowledge. The benchmark contains 200 test-only instances sampled...
Show HN: Nucleus – A security-hardened, Nix-native container runtime
Extremely lightweight, security-hardened, declarative container runtime for agents and production services Nucleus is a minimalist container runtime for Linux. It provides isolated execution environments using Linux kernel primitives without the overhead of traditional container runtimes. For production services, it is designed around a fully declarative model: Nix builds the root filesystem, the NixOS module declares the service, and Nucleus mounts a pinned, reproducible closure at runtime.
Future Power Rankings: How all 68 Power 4 college football teams stack up
Projecting a college football program's future is harder than ever. Rosters and fortunes change dramatically and championship pathways are more open than ever. The assets that make a program great in 2026 might not be there in 2027.
Ranking college football's top 100 newcomers for t...
If the upcoming 2026 college football season is anything like its predecessor, transfer quarterbacks and top freshmen will be crucial for many College Football Playoff runs. And by now, with less than 100 days until the start of the season, we can assess rosters and what players did during spring practice with their new teams. While we have analyzed the top newcomer for each Power 4 team, these rankings are regardless of teams.
Betting preview: One bet to make on every team
The 2026 World Cup gets underway on Thursday and continues through the final match on July 19. With 48 countries ready to take the field for a total of 104 matches, there's plenty of soccer on the horizon, and that means plenty of opportunity to make some wagers on the action. With so many potential bets that can be made, it might be a bit overwhelming to know where to begin.
Why Liverpool sacked Slot and how Iraola's Klopp c...
Andoni Iraola took a pen between his fingers and began to gesticulate wildly. The year was 2020, and the former Athletic Club defender -- who was the manager of Spanish second-tier club CD Mirandés at the time -- was one of the keynote speakers for a webinar discussing the demands of elite-level coaching. "Football is not black and white," he explained with a smile.
How the USMNT went from embarrassment in Italy to ...
As the FIFA World Cup arrives on North American shores this month, confidence in the U.S. men's national team has never been higher. Mauricio Pochettino's team is littered with UEFA Champions League regulars, stars who have lifted trophies across Europe's Big Five leagues, and champions of this country's domestic league. But American soccer's outlook wasn't always so rosy.
Spain’s World Cup 2026 team preview: Players to watch, group matches, squad
Spain’s World Cup 2026 team preview: Players to watch, group matches, squad Led by some outrageously young and talented players, are Spain set to repeat another Euro-World Cup double in 2026? Previous World Cup appearances: 16 Best performance: Winners (2010) First appearance: 1934 (Italy) Top goal scorer: David Villa (9) Most appearances: Sergio Busquets, Iker Casillas, Sergio Ramos (17) Player to watch: Lamine Yamal FIFA world ranking: 2 The reigning European champions arguably boast the...