Title
The Role of Deductive and Inductive Reasoning in Large Language Models Chengkun Cai Xu Zhao Haoliang Liu Zhongyu Jiang Tianfang Zhang Zongkai Wu Lei Li Jenq-Neng Hwang Lei Li LRM 37 2 0 03 Oct 2024
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Geometric Signatures of Compositionality Across a Language Model's Lifetime Jin Hwa Lee Thomas Jiralerspong Lei Yu Yoshua Bengio Emily Cheng CoGe 84 0 0 02 Oct 2024
Positional Attention: Expressivity and Learnability of Algorithmic Computation Artur Back de Luca George Giapitzakis Shenghao Yang Petar Veličković K. Fountoulakis 46 0 0 02 Oct 2024
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Endless Jailbreaks with Bijection Learning Brian R. Y. Huang Maximilian Li Leonard Tang AAML 81 5 0 02 Oct 2024
ReXplain: Translating Radiology into Patient-Friendly Video Reports Luyang Luo Jenanan Vairavamurthy Xiaoman Zhang Abhinav Kumar Ramon R. Ter-Oganesyan Siyang Song Dan Shilo Rydhwana Hossain Mike Moritz Pranav Rajpurkar MedIm LM&MA 28 3 0 01 Oct 2024
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Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution Haiyan Zhao Heng Zhao Bo Shen Ali Payani Fan Yang Mengnan Du 59 2 0 30 Sep 2024
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Data-Centric AI Governance: Addressing the Limitations of Model-Focused Policies Ritwik Gupta Leah Walker Rodolfo Corona Stephanie Fu Suzanne Petryk Janet Napolitano Trevor Darrell Andrew W. Reddie ELM 40 3 0 25 Sep 2024
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VLM's Eye Examination: Instruct and Inspect Visual Competency of Vision Language Models Nam Hyeon-Woo Moon Ye-Bin Wonseok Choi Lee Hyun Tae-Hyun Oh CoGe 28 3 0 23 Sep 2024
Parse Trees Guided LLM Prompt Compression Wenhao Mao Chengbin Hou Tianyu Zhang Xinyu Lin Ke Tang Hairong Lv 26 0 0 23 Sep 2024
Co-occurrence is not Factual Association in Language Models Xiao Zhang Miao Li Ji Wu KELM 68 2 0 21 Sep 2024
End-Cloud Collaboration Framework for Advanced AI Customer Service in E-commerce Liangyu Teng Yang Liu Jing Liu Liang Song 36 2 0 20 Sep 2024
Visualizationary: Automating Design Feedback for Visualization Designers using LLMs Sungbok Shin Sanghyun Hong Niklas Elmqvist 32 0 0 19 Sep 2024
Unlocking Reasoning Potential in Large Langauge Models by Scaling Code-form Planning Jiaxin Wen Jian Guan Hongning Wang Wei Wu Minlie Huang ReLM OffRL LRM 31 7 0 19 Sep 2024
Small Language Models are Equation Reasoners Bumjun Kim Kunha Lee Juyeon Kim Sangam Lee ReLM LRM 29 2 0 19 Sep 2024
ProSLM : A Prolog Synergized Language Model for explainable Domain Specific Knowledge Based Question Answering Priyesh Vakharia Abigail Kufeldt Max Meyers Ian Lane Leilani H. Gilpin 34 0 0 17 Sep 2024
The Midas Touch: Triggering the Capability of LLMs for RM-API Misuse Detection Yi Yang Jinghua Liu Kai Chen Miaoqian Lin 28 0 0 14 Sep 2024
Larger Language Models Don't Care How You Think: Why Chain-of-Thought Prompting Fails in Subjective Tasks Georgios Chochlakis Niyantha Maruthu Pandiyan Kristina Lerman Shrikanth Narayanan ReLM KELM LRM 45 4 0 10 Sep 2024
LLMs Will Always Hallucinate, and We Need to Live With This Sourav Banerjee Ayushi Agarwal Saloni Singla HILM LRM 26 35 0 09 Sep 2024
Improving Pretraining Data Using Perplexity Correlations Tristan Thrush Christopher Potts Tatsunori Hashimoto 32 17 0 09 Sep 2024
Achieving Peak Performance for Large Language Models: A Systematic Review Z. R. K. Rostam Sándor Szénási Gábor Kertész 37 3 0 07 Sep 2024
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Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization Dingshuo Chen Zhixun Li Yuyan Ni Guibin Zhang Ding Wang Qiang Liu Shu Wu Jeffrey Xu Yu Liang Wang 49 4 0 02 Sep 2024
Agentic Society: Merging skeleton from real world and texture from Large Language Model Yuqi Bai Kun Sun Huishi Yin 35 1 0 02 Sep 2024
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Zero-Shot Visual Reasoning by Vision-Language Models: Benchmarking and Analysis Aishik Nagar Shantanu Jaiswal Cheston Tan ReLM LRM 23 7 0 27 Aug 2024
IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering Ruosen Li Barry Wang Ruochen Li Xinya Du ELM 33 5 0 24 Aug 2024
Image Segmentation in Foundation Model Era: A Survey Tianfei Zhou Fei Zhang Boyu Chang Wenguan Wang Ye Yuan E. Konukoglu Daniel Cremers VLM 42 4 0 23 Aug 2024
SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging Mohammadreza Pourreza Ruoxi Sun Hailong Li Lesly Miculicich Tomas Pfister Sercan Ö. Arik MoMe 37 5 0 22 Aug 2024
Cell-ontology guided transcriptome foundation model Xinyu Yuan Zhihao Zhan Zuobai Zhang Manqi Zhou Jianan Zhao Boyu Han Yue Li Jian Tang 47 1 0 22 Aug 2024
Personality Alignment of Large Language Models Minjun Zhu Linyi Yang Yue Zhang Yue Zhang ALM 67 5 0 21 Aug 2024
Information-Theoretic Progress Measures reveal Grokking is an Emergent Phase Transition Kenzo Clauw S. Stramaglia Daniele Marinazzo 50 3 0 16 Aug 2024
Tell Codec What Worth Compressing: Semantically Disentangled Image Coding for Machine with LMMs Jinming Liu Yuntao Wei Junyan Lin Shengyang Zhao Heming Sun Zhibo Chen Wenjun Zeng Xin Jin 51 2 0 16 Aug 2024
D5RL: Diverse Datasets for Data-Driven Deep Reinforcement Learning Rafael Rafailov Kyle Hatch Anikait Singh Laura Smith Aviral Kumar ... Victor Kolev Philip J. Ball Jiajun Wu Chelsea Finn Sergey Levine OffRL 34 3 0 15 Aug 2024
Training Language Models on the Knowledge Graph: Insights on Hallucinations and Their Detectability Jiri Hron Laura J. Culp Gamaleldin F. Elsayed Rosanne Liu Ben Adlam ... T. Warkentin Lechao Xiao Kelvin Xu Jasper Snoek Simon Kornblith 45 1 0 14 Aug 2024
Do GPT Language Models Suffer From Split Personality Disorder? The Advent Of Substrate-Free Psychometrics P. Romero Stephen Fitz T. Nakatsuma 25 10 0 14 Aug 2024
Connecting Dreams with Visual Brainstorming Instruction Yasheng Sun Bohan Li Mingchen Zhuge Deng-Ping Fan Salman Khan F. Khan Hideki Koike DiffM 42 0 0 14 Aug 2024
Can Large Language Models Reason? A Characterization via 3-SAT Rishi Hazra Gabriele Venturato Pedro Zuidberg Dos Martires Luc de Raedt ELM ReLM LRM 35 4 0 13 Aug 2024