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Autoregressive Boltzmann Generators

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Autoregressive Boltzmann Generators

·8 min read·Danyal Rehman, Charlie B. Tan, Yoshua Bengio et al.

This paper addresses the fundamental challenge of efficiently sampling molecular conformations at thermodynamic equilibrium, which is key for understanding macroscopic phenomena like protein folding

researchautoregressive-modelsboltzmann-generatorsmolecular-simulationnormalizing-flows

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BetXplain — An Explanation-Annotated Dataset for Detecting Manipulative Betting Advertisements on Social Media

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BetXplain — An Explanation-Annotated Dataset for Detecting Manipulative Betting Advertisements on Social Media

·8 min read·MSVPJ Sathvik, Parmitha Vangapadu, Nishit Rane et al.

This paper addresses the problem of detecting manipulative and deceptive betting advertisements on social media, which present significant societal risks including financial harm and mental health …

researchmanipulative-advertisementsbetting-ads-detectionexplainable-aitransformer-models

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Beyond Surface Forms — A Comprehensive, Mechanism-Oriented Taxonomy of Indirect Linguistic Encoding for LLM-Based Coded Language Detection

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Beyond Surface Forms — A Comprehensive, Mechanism-Oriented Taxonomy of Indirect Linguistic Encoding for LLM-Based Coded Language Detection

·8 min read·Hamid Reza Firoozfar, Mohammadsadegh Abolhasani, Reza Mousavi et al.

This paper addresses the challenge of detecting indirect linguistic encoding (ILE) in social media posts, which users employ to evade moderation by camouflaging sensitive meanings

researchcoded-language-detectionindirect-linguistic-encodingcontent-moderationlarge-language-models

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Comparing BERT Sentence-Pair Classification and Few-Shot LLM Prompting for Detecting Threat and Solution Framing in German Climate News

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Comparing BERT Sentence-Pair Classification and Few-Shot LLM Prompting for Detecting Threat and Solution Framing in German Climate News

·8 min read·Raven Adam, David Maier, Marie Kogler

This paper addresses the automated detection of threat versus solution framing at the sentence level in German-language climate change news articles, a key content distinction that shapes public pe…

researchclimate-change-framinggerman-nlpbert-classificationfew-shot-llm-prompting

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DanceOPD — On-Policy Generative Field Distillation

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DanceOPD — On-Policy Generative Field Distillation

·8 min read·Wei Zhou, Xiongwei Zhu, Zelin Xu et al.

This paper addresses the challenge of training a single image generation model that unifies diverse capabilities—text-to-image (T2I) synthesis, local editing, and global editing—which are often con…

researchimage-generationflow-matchingon-policy-distillationmulti-capability-composition

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Design and Performance Evaluation of Secure RF and WiFi-Based Communication in Drone Swarms via Testbed Implementation

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Design and Performance Evaluation of Secure RF and WiFi-Based Communication in Drone Swarms via Testbed Implementation

·8 min read·Bhavya Dixit, Aayushi Rajgor, Subham Kumar et al.

This paper addresses the critical challenge of securing UAV swarm communications against eavesdropping, focusing on the widely used but unencrypted MAVLink protocol that underpins UAV telemetry exc…

researchuav-swarm-securitylightweight-encryptionmavlink-communicationcollision-avoidance

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