NeurIPS 2025 Mexico City –Call for Socials
Beyond Normalization: Rethinking the Partition Function as a Difficulty Scheduler for RLVR
arXiv:2602.12642v1 Announce Type: new Abstract: Reward-maximizing RL methods enhance the reasoning performance of LLMs, but often reduce the diversity among outputs. Recent works address this issue by adopting GFlowNets, training LLMs to match a target distribution while jointly learning its...
Curriculum Learning and Pseudo-Labeling Improve the Generalization of Multi-Label Arabic Dialect Identification Models
arXiv:2602.12937v1 Announce Type: new Abstract: Being modeled as a single-label classification task for a long time, recent work has argued that Arabic Dialect Identification (ADI) should be framed as a multi-label classification task. However, ADI remains constrained by the availability...
Constraint-Rectified Training for Efficient Chain-of-Thought
arXiv:2602.12526v1 Announce Type: cross Abstract: Chain-of-Thought (CoT) has significantly enhanced the reasoning capabilities of Large Language Models (LLMs), especially when combined with reinforcement learning (RL) based post-training methods. While longer reasoning traces can improve answer quality and unlock abilities such...
Coden: Efficient Temporal Graph Neural Networks for Continuous Prediction
arXiv:2602.12613v1 Announce Type: new Abstract: Temporal Graph Neural Networks (TGNNs) are pivotal in processing dynamic graphs. However, existing TGNNs primarily target one-time predictions for a given temporal span, whereas many practical applications require continuous predictions, that predictions are issued frequently...
Formalizing the Sampling Design Space of Diffusion-Based Generative Models via Adaptive Solvers and Wasserstein-Bounded Timesteps
arXiv:2602.12624v1 Announce Type: new Abstract: Diffusion-based generative models have achieved remarkable performance across various domains, yet their practical deployment is often limited by high sampling costs. While prior work focuses on training objectives or individual solvers, the holistic design of...
Uncovering spatial tissue domains and cell types in spatial omics through cross-scale profiling of cellular and genomic interactions
arXiv:2602.12651v1 Announce Type: new Abstract: Cellular identity and function are linked to both their intrinsic genomic makeup and extrinsic spatial context within the tissue microenvironment. Spatial transcriptomics (ST) offers an unprecedented opportunity to study this, providing in situ gene expression...
SLA2: Sparse-Linear Attention with Learnable Routing and QAT
arXiv:2602.12675v1 Announce Type: new Abstract: Sparse-Linear Attention (SLA) combines sparse and linear attention to accelerate diffusion models and has shown strong performance in video generation. However, (i) SLA relies on a heuristic split that assigns computations to the sparse or...
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing - ACL Anthology
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts - ACL Anthology
Episode 38: Non-intervention— past, present and future - EJIL: The Podcast!
Stanford University
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Assistant Neutrality in the Age of Generative AI
Anita Srinivasan, LL.M. Candidate, Class of 2026 Artificial intelligence assistants are becoming the new gateways to online information. Products such as Google’s Gemini, Microsoft’s Copilot, and Apple’s integration of ChatGPT into Siri allow users to ask questions directly and receive...
Volume 40, Issue 3
COMPLETE VOLUME 40, ISSUE 3 Complete Issue FRONT MATTER Front Matter ARTICLES Foreword by Nicole Boucher and John Moore Antitrust and the Orange Book: An Analysis of Efforts to Reduce Improper Listings by Monica Jeung Collateral Estoppel of PTAB Decisions...
ASML-Mistral AI: It's the Geopolitics, Stupid - AI Now Institute
Between rigid respect for international law and judicial deference: Front Polisario I and Front Polisario II
Among the many territorial or ethnic conflicts and unresolved issues of contemporary international politics, the dispute over Western Sahara rarely garners media attention. However, in October 2024, this silence was interrupted by two judgments of the Court of Justice of...
Deals
Only the best deals on Verge-approved gadgets get the Verge Deals stamp of approval, so if you’re looking for a deal on your next gadget or gift from major retailers like Amazon, Walmart, Best Buy, Target, and more, this is...
Disney
Once the public face of squeaky-clean, harmless family entertainment, the Walt Disney Corporation has evolved into a widespread conglomerate known as much for the properties it controls as the films it produces. With subsidiaries including Marvel Studios, Lucasfilm, National Geographic,...
Nintendo
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Have money, will travel: a16z’s hunt for the next European unicorn
According to a16z, it has eyes around the world in order to spot companies as early as local funds might.