Title
Healthy Distrust in AI systems Benjamin Paaßen Suzana Alpsancar Tobias Matzner Ingrid Scharlau 67 0 0 14 May 2025
Prototype Augmented Hypernetworks for Continual Learning Neil De La Fuente Maria Pilligua Daniel Vidal Albin Soutiff Cecilia Curreli Daniel Cremers Andrey Barsky CLL 126 1 0 12 May 2025
Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time J. Donnelly Zhicheng Guo A. Barnett Hayden McTavish Chaofan Chen Cynthia Rudin 163 1 0 03 Mar 2025
Towards an AI co-scientist Juraj Gottweis W. Weng Alexander Daryin T. Tu Anil Palepu ... Gary Peltz Yunhan Xu Annalisa Pawlosky Alan Karthikesalingam Vivek Natarajan LLMAG 142 51 0 26 Feb 2025
A Scalable Approach to Probabilistic Neuro-Symbolic Verification Vasileios Manginas Nikolaos Manginas Edward Stevinson Sherwin Varghese Nikos Katzouris George Giannakopoulos Alessio Lomuscio 110 2 0 05 Feb 2025
International AI Safety Report Yoshua Bengio Sören Mindermann Daniel Privitera T. Besiroglu Rishi Bommasani ... Ciarán Seoighe Jerry Sheehan Haroon Sheikh Denise Wong Yi Zeng 107 27 0 29 Jan 2025
From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question Answering Nathaniel Weir Bhavana Dalvi Mishra Orion Weller Oyvind Tafjord Sam Hornstein Alexander Sabol Peter Alexander Jansen Benjamin Van Durme Peter Clark LRM KELM 423 1 0 23 Dec 2024
What Makes a Maze Look Like a Maze? Joy Hsu Jiayuan Mao J. Tenenbaum Noah D. Goodman Jiajun Wu OCL 130 6 0 12 Sep 2024
AI Alignment with Changing and Influenceable Reward Functions Micah Carroll Davis Foote Anand Siththaranjan Stuart J. Russell Anca Dragan 78 24 0 28 May 2024
Large Language Models Lack Understanding of Character Composition of Words Andrew Shin Kunitake Kaneko 104 11 0 18 May 2024
When a Relation Tells More Than a Concept: Exploring and Evaluating Classifier Decisions with CoReX Bettina Finzel Patrick Hilme Johannes Rabold Ute Schmid 109 1 0 02 May 2024
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning Yifan Jiang Jiarui Zhang Kexuan Sun Zhivar Sourati Kian Ahrabian Kaixin Ma Filip Ilievski Jay Pujara LRM 113 18 0 21 Apr 2024
On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis Abhilekha Dalal R. Rayan Adrita Barua Eugene Y. Vasserman Md Kamruzzaman Sarker Pascal Hitzler 95 4 0 21 Apr 2024
Fair Machine Guidance to Enhance Fair Decision Making in Biased People Mingzhe Yang Hiromi Arai Naomi Yamashita Yukino Baba FaML 70 6 0 08 Apr 2024
Incremental Learning with Concept Drift Detection and Prototype-based Embeddings for Graph Stream Classification Kleanthis Malialis Jin Li C. Panayiotou Marios M. Polycarpou CLL AI4TS 68 1 0 03 Apr 2024
The Value, Benefits, and Concerns of Generative AI-Powered Assistance in Writing Zhuoyan Li Chen Liang Jing Peng Ming Yin 102 59 0 18 Mar 2024
A Survey on Human-AI Teaming with Large Pre-Trained Models Vanshika Vats Marzia Binta Nizam Minghao Liu Ziyuan Wang Richard Ho ... Celeste Shen Rachel Shen Nafisa Hussain Kesav Ravichandran James Davis LM&MA 124 10 0 07 Mar 2024
Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal Jianheng Huang Leyang Cui Ante Wang Chengyi Yang Xinting Liao Linfeng Song Junfeng Yao Jinsong Su KELM CLL 90 46 0 02 Mar 2024
Using Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models Martha Lewis Melanie Mitchell ELM LRM 74 24 0 14 Feb 2024
Task Contamination: Language Models May Not Be Few-Shot Anymore Changmao Li Jeffrey Flanigan 175 104 0 26 Dec 2023
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 321 1,845 1 18 Dec 2023
Continual Learning: Applications and the Road Forward Eli Verwimp Rahaf Aljundi Shai Ben-David Matthias Bethge Andrea Cossu ... Joost van de Weijer Bing Liu Vincenzo Lomonaco Tinne Tuytelaars Gido M. van de Ven CLL 114 47 0 20 Nov 2023
Advancements in Generative AI: A Comprehensive Review of GANs, GPT, Autoencoders, Diffusion Model, and Transformers Staphord Bengesi Hoda El-Sayed Md Kamruzzaman Sarker Yao Houkpati John Irungu T. Oladunni 128 93 0 17 Nov 2023
Managing extreme AI risks amid rapid progress Yoshua Bengio Geoffrey Hinton Andrew Yao Dawn Song Pieter Abbeel ... Philip Torr Stuart J. Russell Daniel Kahneman J. Brauner Sören Mindermann 103 67 0 26 Oct 2023
Neurosymbolic Grounding for Compositional World Models Atharva Sehgal Arya Grayeli Jennifer J. Sun Swarat Chaudhuri 89 6 0 19 Oct 2023
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity Cunxiang Wang Xiaoze Liu Yuanhao Yue Xiangru Tang Tianhang Zhang ... Linyi Yang Jindong Wang Xing Xie Zheng Zhang Yue Zhang HILM KELM 172 202 0 11 Oct 2023
Provable Compositional Generalization for Object-Centric Learning Thaddäus Wiedemer Jack Brady Alexander Panfilov Attila Juhos Matthias Bethge Wieland Brendel OCL 96 22 0 09 Oct 2023
BRAINTEASER: Lateral Thinking Puzzles for Large Language Models Yifan Jiang Filip Ilievski Kaixin Ma Zhivar Sourati LRM ReLM 101 12 0 08 Oct 2023
ARN: Analogical Reasoning on Narratives Zhivar Sourati Filip Ilievski Pia Sommerauer Yifan Jiang 70 3 0 02 Oct 2023
GenAI Against Humanity: Nefarious Applications of Generative Artificial Intelligence and Large Language Models Emilio Ferrara 82 115 0 01 Oct 2023
Instruction Tuning for Large Language Models: A Survey Shengyu Zhang Linfeng Dong Xiaoya Li Sen Zhang Xiaofei Sun ... Jiwei Li Runyi Hu Tianwei Zhang Leilei Gan Guoyin Wang LM&MA 116 610 0 21 Aug 2023
LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models Neel Guha Julian Nyarko Daniel E. Ho Christopher Ré Adam Chilton ... Spencer Williams Sunny G. Gandhi Tomer Zur Varun J. Iyer Zehua Li AILaw LRM ELM 84 183 0 20 Aug 2023
An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning Yun Luo Zhen Yang Fandong Meng Yafu Li Jie Zhou Yue Zhang CLL KELM 211 319 0 17 Aug 2023
GPT-4 Can't Reason Konstantine Arkoudas ELM LRM AI4MH 75 35 0 21 Jul 2023
LeanDojo: Theorem Proving with Retrieval-Augmented Language Models Kaiyu Yang Aidan M. Swope Alex Gu Rahul Chalamala Peiyang Song Shixing Yu Saad Godil R. Prenger Anima Anandkumar RALM 145 247 0 27 Jun 2023
Investigating Agency of LLMs in Human-AI Collaboration Tasks Ashish Sharma Sudha Rao Chris Brockett Akanksha Malhotra Nebojsa Jojic W. Dolan LLMAG 88 14 0 22 May 2023
Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning Puzzle Rylan Schaeffer Mikail Khona Zachary Robertson Akhilan Boopathy Kateryna Pistunova J. Rocks Ila Rani Fiete Oluwasanmi Koyejo 146 35 0 24 Mar 2023
Theory on Forgetting and Generalization of Continual Learning Sen Lin Peizhong Ju Yitao Liang Ness B. Shroff CLL 88 47 0 12 Feb 2023
Benchmarks for Automated Commonsense Reasoning: A Survey E. Davis ELM LRM 102 63 0 09 Feb 2023
Robust and Explainable Identification of Logical Fallacies in Natural Language Arguments Zhivar Sourati Vishnu Priya Prasanna Venkatesh D. Deshpande Himanshu Rawlani Filip Ilievski Hông-Ân Sandlin Alain Mermoud AAML 92 21 0 12 Dec 2022
VASR: Visual Analogies of Situation Recognition Yonatan Bitton Ron Yosef Eli Strugo Dafna Shahaf Roy Schwartz Gabriel Stanovsky 103 21 0 08 Dec 2022
Demystifying Prompts in Language Models via Perplexity Estimation Hila Gonen Srini Iyer Terra Blevins Noah A. Smith Luke Zettlemoyer LRM 159 214 0 08 Dec 2022
Learning Representations that Enable Generalization in Assistive Tasks Jerry Zhi-Yang He Aditi Raghunathan Daniel S. Brown Zackory M. Erickson Anca Dragan OOD 86 20 0 05 Dec 2022
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces Jiahang Cao Jinyuan Fang Zaiqiao Meng Shangsong Liang 108 76 0 07 Nov 2022
Towards Human-Compatible XAI: Explaining Data Differentials with Concept Induction over Background Knowledge Cara L. Widmer Md Kamruzzaman Sarker Srikanth Nadella Joshua L. Fiechter I. Juvina B. Minnery Pascal Hitzler Joshua Schwartz M. Raymer 102 7 0 27 Sep 2022
From Attribution Maps to Human-Understandable Explanations through Concept Relevance Propagation Reduan Achtibat Maximilian Dreyer Ilona Eisenbraun S. Bosse Thomas Wiegand Wojciech Samek Sebastian Lapuschkin FAtt 87 150 0 07 Jun 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 606 4,077 0 24 May 2022
Data Cards: Purposeful and Transparent Dataset Documentation for Responsible AI Mahima Pushkarna Andrew Zaldivar Oddur Kjartansson AI4TS 117 223 0 03 Apr 2022
Few-Shot Learning with Siamese Networks and Label Tuning Thomas Müller Guillermo Pérez-Torró Marc Franco-Salvador VLM 93 41 0 28 Mar 2022
Controlling Multiple Errors Simultaneously with a PAC-Bayes Bound Reuben Adams John Shawe-Taylor Benjamin Guedj 98 2 0 11 Feb 2022