Title
Z-Space: A Multi-Agent Tool Orchestration Framework for Enterprise-Grade LLM Automation Qingsong He Jing Nan Jiayu Jiao Liangjie Tang Xiaodong Xu Mengmeng Sun Qingyao Wang Minghui Yan LLMAG 162 0 0 23 Nov 2025
On the Measure of a Model: From Intelligence to Generality Ruchira Dhar Ninell Oldenburg Anders Soegaard ELM 125 0 0 14 Nov 2025
Lightweight CNN Model Hashing with Higher-Order Statistics and Chaotic Mapping for Piracy Detection and Tamper Localization Kunming Yang Ling Chen AAML 52 0 0 31 Oct 2025
MERGE: Minimal Expression-Replacement GEneralization Test for Natural Language Inference Mădălina Zgreabăn Tejaswini Deoskar Lasha Abzianidze 102 0 0 28 Oct 2025
Resource-sensitive but language-blind: Community size and not grammatical complexity better predicts the accuracy of Large Language Models in a novel Wug Test Nikoleta Pantelidou Evelina Leivada Paolo Morosi 52 1 0 14 Oct 2025
FOSSIL: Harnessing Feedback on Suboptimal Samples for Data-Efficient Generalisation with Imitation Learning for Embodied Vision-and-Language Tasks Sabrina McCallum Amit Parekh Alessandro Suglia LM&Ro 116 0 0 13 Oct 2025
Steering Embedding Models with Geometric Rotation: Mapping Semantic Relationships Across Languages and Models Michael Freenor Lauren Alvarez LLMSV 177 0 0 10 Oct 2025
Hybrid Models for Natural Language Reasoning: The Case of Syllogistic Logic Manuel Vargas Guzmán Jakub Szymanik Maciej Malicki NAI LRM ELM 54 0 0 10 Oct 2025
MoVa: Towards Generalizable Classification of Human Morals and Values Ziyu Chen Junfei Sun Chenxi Li Tuan Dung Nguyen Jing Yao Xiaoyuan Yi Xing Xie Chenhao Tan Lexing Xie 100 1 0 29 Sep 2025
AgentCoMa: A Compositional Benchmark Mixing Commonsense and Mathematical Reasoning in Real-World Scenarios Lisa Alazraki Lihu Chen Ana Brassard Joe Stacey Hossein A. Rahmani Marek Rei CoGe LRM 126 0 0 27 Aug 2025
Numerical models outperform AI weather forecasts of record-breaking extremes Zhongwei Zhang Erich Fischer Jakob Zscheischler Sebastian Engelke AI4Cl ELM 172 9 0 21 Aug 2025
How Causal Abstraction Underpins Computational Explanation Atticus Geiger Jacqueline Harding Thomas Icard 105 2 0 15 Aug 2025
Are Knowledge and Reference in Multilingual Language Models Cross-Lingually Consistent? Xi Ai Mahardika Krisna Ihsani Min-Yen Kan HILM 161 1 0 17 Jul 2025
Assessing Intersectional Bias in Representations of Pre-Trained Image Recognition Models Valerie Krug Sebastian Stober 241 0 0 04 Jun 2025
Systematic Generalization in Language Models Scales with Information EntropyAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Sondre Wold Lucas Georges Gabriel Charpentier Étienne Simon 406 0 0 19 May 2025
Domain Regeneration: How well do LLMs match syntactic properties of text domains?Annual Meeting of the Association for Computational Linguistics (ACL), 2025 Da Ju Hagen Blix Adina Williams DeLMO 312 2 0 12 May 2025
FLUKE: A Linguistically-Driven and Task-Agnostic Framework for Robustness Evaluation Yulia Otmakhova Hung Thinh Truong Rahmad Mahendra Zenan Zhai Rongxin Zhu Daniel Beck Jey Han Lau ELM 445 0 0 24 Apr 2025
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference BenchmarkingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Jabez Magomere Elena Kochkina Samuel Mensah Simerjot Kaur Charese Smiley 312 3 0 22 Apr 2025
MiMu: Mitigating Multiple Shortcut Learning Behavior of Transformers Lili Zhao Qi Liu Wei-neng Chen Xiaoou Liu R.-H. Sun Min Hou Yang Wang Shijin Wang 411 2 0 14 Apr 2025
MultiLoKo: a multilingual local knowledge benchmark for LLMs spanning 31 languages Dieuwke Hupkes Nikolay Bogoychev 922 11 0 14 Apr 2025
TRA: Better Length Generalisation with Threshold Relative Attention Mattia Opper Roland Fernandez P. Smolensky Jianfeng Gao 480 1 0 29 Mar 2025
Probing LLMs for Multilingual Discourse Generalization Through a Unified Label SetAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Florian Eichin Wenshu Fan Yun Xue Michael A. Hedderich 376 6 0 13 Mar 2025
Structural Deep Encoding for Table Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Raphael Mouravieff Benjamin Piwowarski Sylvain Lamprier LMTD 253 2 0 03 Mar 2025
Gradient-Guided Annealing for Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2025 Aristotelis Ballas Christos Diou OOD 1.3K 4 0 27 Feb 2025
Can LLMs Help Uncover Insights about LLMs? A Large-Scale, Evolving Literature Analysis of Frontier LLMsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Jungsoo Park Junmo Kang Gabriel Stanovsky Alan Ritter 375 0 0 26 Feb 2025
Learning Latent Spaces for Domain Generalization in Time Series Forecasting Songgaojun Deng Maarten de Rijke CML AI4TS OOD BDL 286 1 0 15 Dec 2024
Quantifying artificial intelligence through algorithmic generalizationNature Machine Intelligence (Nat. Mach. Intell.), 2024 Takuya Ito Murray Campbell L. Horesh Tim Klinger Parikshit Ram ELM 400 0 0 08 Nov 2024
Beyond the Numbers: Transparency in Relation Extraction Benchmark Creation and Leaderboards Varvara Arzt Allan Hanbury 236 2 0 07 Nov 2024
Frequency matters: Modeling irregular morphological patterns in Spanish with TransformersAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Akhilesh Kakolu Ramarao Kevin Tang Dinah Baer-Henney 332 1 0 28 Oct 2024
Tokenization and Morphology in Multilingual Language Models: A Comparative Analysis of mT5 and ByT5 Thao Anh Dang Limor Raviv Lukas Galke 261 9 0 15 Oct 2024
The Mystery of Compositional Generalization in Graph-based Generative Commonsense ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Xiyan Fu Anette Frank LRM 414 1 0 08 Oct 2024
Data Contamination Report from the 2024 CONDA Shared Task Oscar Sainz Iker García-Ferrero Alon Jacovi Jonas Hanselle Yanai Elazar ... Yu-Min Tseng Vishaal Udandarao Zengzhi Wang Ruijie Xu Jinglin Yang 259 13 0 31 Jul 2024
Investigating the Role of Instruction Variety and Task Difficulty in Robotic Manipulation Tasks Amit Parekh Nikolas Vitsakis Alessandro Suglia Ioannis Konstas AAML 251 8 0 04 Jul 2024
Black Big Boxes: Do Language Models Hide a Theory of Adjective Order? Jaap Jumelet Lisa Bylinina Willem H. Zuidema Jakub Szymanik 247 5 0 02 Jul 2024
Detection and Measurement of Syntactic Templates in Generated Text Chantal Shaib Yanai Elazar Junyi Jessy Li Byron C. Wallace 248 37 0 28 Jun 2024
Filtered Corpus Training (FiCT) Shows that Language Models can Generalize from Indirect Evidence Abhinav Patil Jaap Jumelet Yu Ying Chiu Andy Lapastora Peter Shen Lexie Wang Clevis Willrich Shane Steinert-Threlkeld 218 17 0 24 May 2024
From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks Jacob Russin Sam Whitman McGrath Danielle J. Williams AI4CE 481 6 0 24 May 2024
Evaluating Subword Tokenization: Alien Subword Composition and OOV Generalization Challenge Khuyagbaatar Batsuren Ekaterina Vylomova Verna Dankers Tsetsuukhei Delgerbaatar Omri Uzan Yuval Pinter Gábor Bella 160 16 0 20 Apr 2024
From Form(s) to Meaning: Probing the Semantic Depths of Language Models Using Multisense Consistency Xenia Ohmer Elia Bruni Dieuwke Hupkes AI4CE 269 9 0 18 Apr 2024
Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly Changjiang Gao Hongda Hu Peng Hu Jiajun Chen Jixing Li Shujian Huang 278 30 0 06 Apr 2024
From Robustness to Improved Generalization and Calibration in Pre-trained Language Models Josip Jukić Jan Snajder 337 2 0 31 Mar 2024
THE COLOSSEUM: A Benchmark for Evaluating Generalization for Robotic Manipulation Wilbert Pumacay Ishika Singh Jiafei Duan Ranjay Krishna Jesse Thomason Dieter Fox 295 92 0 13 Feb 2024
Efficient and Scalable Fine-Tune of Language Models for Genome Understanding Huixin Zhan Ying Nian Wu Zijun Zhang ALM 87 2 0 12 Feb 2024
A Philosophical Introduction to Language Models -- Part I: Continuity With Classic Debates Raphael Milliere Cameron Buckner LRM ELM 167 37 0 08 Jan 2024
The ICL Consistency Test Lucas Weber Elia Bruni Dieuwke Hupkes ALM 216 7 0 08 Dec 2023
Walking a Tightrope -- Evaluating Large Language Models in High-Risk Domains Chia-Chien Hung Wiem Ben-Rim Lindsay Frost Lars Bruckner Carolin (Haas) Lawrence AILaw ALM ELM 235 11 0 25 Nov 2023
GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language Understanding Andor Diera Abdelhalim Hafedh Dahou Lukas Galke Fabian Karl Florian Sihler A. Scherp ELM 136 7 0 16 Nov 2023
Whispers of Doubt Amidst Echoes of Triumph in NLP Robustness Ashim Gupta Rishanth Rajendhran Nathan Stringham Vivek Srikumar Ana Marasović AAML 258 8 0 16 Nov 2023
On Using Distribution-Based Compositionality Assessment to Evaluate Compositional Generalisation in Machine Translation Anssi Moisio Mathias Creutz M. Kurimo CoGe 173 1 0 14 Nov 2023
Robust Generalization Strategies for Morpheme Glossing in an Endangered Language Documentation Context Michael Ginn Alexis Palmer 171 5 0 05 Nov 2023