Title
HLB: Benchmarking LLMs' Humanlikeness in Language Use Xufeng Duan Bei Xiao Xuemei Tang Zhenguang G. Cai 28 3 0 24 Sep 2024
From Linguistic Giants to Sensory Maestros: A Survey on Cross-Modal Reasoning with Large Language Models Shengsheng Qian Zuyi Zhou Dizhan Xue Bing Wang Changsheng Xu LRM 36 1 0 19 Sep 2024
Enhancing adversarial robustness in Natural Language Inference using explanations Alexandros Koulakos Maria Lymperaiou Giorgos Filandrianos Giorgos Stamou SILM AAML 40 0 0 11 Sep 2024
Harmonic Reasoning in Large Language Models Anna Kruspe LRM 24 0 0 09 Sep 2024
Bridging the gap between natural user expression with complex automation programming in smart homes Yingtian Shi Xiaoyi Liu Chun Yu Tianao Yang Cheng Gao Chen Liang Yuanchun Shi 22 0 0 22 Aug 2024
Benchmarking Large Language Models for Math Reasoning Tasks Kathrin Seßler Yao Rong Emek Gözlüklü Enkelejda Kasneci LRM 20 3 0 20 Aug 2024
How Susceptible are LLMs to Influence in Prompts? Sotiris Anagnostidis Jannis Bulian LRM 38 16 0 17 Aug 2024
Visual Agents as Fast and Slow Thinkers Guangyan Sun Mingyu Jin Zhenting Wang Cheng-Long Wang Siqi Ma Qifan Wang Ying Nian Wu Ying Nian Wu Dongfang Liu Dongfang Liu LLMAG LRM 77 13 0 16 Aug 2024
Exploring Reasoning Biases in Large Language Models Through Syllogism: Insights from the NeuBAROCO Dataset Kentaro Ozeki Risako Ando Takanobu Morishita Hirohiko Abe K. Mineshima Mitsuhiro Okada LRM 28 2 0 08 Aug 2024
Automated Theorem Provers Help Improve Large Language Model Reasoning Lachlan McGinness Peter Baumgartner LRM 30 4 0 07 Aug 2024
Non-Determinism of "Deterministic" LLM Settings Berk Atil Alexa Chittams Liseng Fu Ferhan Ture Lixinyu Xu ... Tomasz Tudrej Ferhan Ture Zhe Wu Lixinyu Xu Breck Baldwin 26 0 0 06 Aug 2024
Interpreting and Mitigating Hallucination in MLLMs through Multi-agent Debate Zheng Lin Zhenxing Niu Zhibin Wang Yinghui Xu 36 4 0 30 Jul 2024
Effective Large Language Model Debugging with Best-first Tree Search Jialin Song Jonathan Raiman Bryan Catanzaro LRM 43 0 0 26 Jul 2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective Meng Wang Yunzhi Yao Ziwen Xu Shuofei Qiao Shumin Deng ... Yong-jia Jiang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang 52 28 0 22 Jul 2024
No Size Fits All: The Perils and Pitfalls of Leveraging LLMs Vary with Company Size Ashok Urlana Charaka Vinayak Kumar B. Garlapati Ajeet Kumar Singh Rahul Mishra 35 1 0 21 Jul 2024
Weak-to-Strong Reasoning Yuqing Yang Yan Ma Pengfei Liu LRM 37 13 0 18 Jul 2024
Solving General Natural-Language-Description Optimization Problems with Large Language Models Jihai Zhang Wei Wang Siyan Guo Li Wang Fangquan Lin Cheng Yang Wotao Yin 35 8 0 09 Jul 2024
Solving for X and Beyond: Can Large Language Models Solve Complex Math Problems with More-Than-Two Unknowns? Kuei-Chun Kao Ruochen Wang Cho-Jui Hsieh ELM LRM 34 3 0 06 Jul 2024
Are Large Language Models Strategic Decision Makers? A Study of Performance and Bias in Two-Player Non-Zero-Sum Games Nathan Herr Fernando Acero Roberta Raileanu María Pérez-Ortiz Zhibin Li LRM 60 2 0 05 Jul 2024
On the Workflows and Smells of Leaderboard Operations (LBOps): An Exploratory Study of Foundation Model Leaderboards Zhimin Zhao A. A. Bangash F. Côgo Bram Adams Ahmed E. Hassan 56 1 0 04 Jul 2024
Deciphering the Factors Influencing the Efficacy of Chain-of-Thought: Probability, Memorization, and Noisy Reasoning Akshara Prabhakar Thomas L. Griffiths R. Thomas McCoy LRM 42 16 0 01 Jul 2024
The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoning Shaobo Cui Zhijing Jin Bernhard Schölkopf Boi Faltings CML LRM 47 4 0 27 Jun 2024
Improving Arithmetic Reasoning Ability of Large Language Models through Relation Tuples, Verification and Dynamic Feedback Zhongtao Miao Kaiyan Zhao Yoshimasa Tsuruoka KELM LRM 36 2 0 25 Jun 2024
Timo: Towards Better Temporal Reasoning for Language Models Zhaochen Su Jun Zhang Tong Zhu Xiaoye Qu Juntao Li Min Zhang Yu Cheng LRM 47 17 0 20 Jun 2024
MoreHopQA: More Than Multi-hop Reasoning Julian Schnitzler Xanh Ho Jiahao Huang Florian Boudin Saku Sugawara Akiko Aizawa LRM 45 7 0 19 Jun 2024
Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Devichand Budagam Sankalp KJ Ashutosh Kumar Vinija Jain Aman Chadha 41 0 0 18 Jun 2024
A Hopfieldian View-based Interpretation for Chain-of-Thought Reasoning Lijie Hu Liang Liu Shu Yang Xin Chen Hongru Xiao Mengdi Li Pan Zhou Muhammad Asif Ali Di Wang LRM 37 5 0 18 Jun 2024
A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic Inferences Leonardo Bertolazzi Albert Gatt Raffaella Bernardi LRM ELM 21 2 0 17 Jun 2024
A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners Bowen Jiang Yangxinyu Xie Zhuoqun Hao Xiaomeng Wang Tanwi Mallick Weijie J. Su Camillo J. Taylor Dan Roth LRM 41 41 0 16 Jun 2024
MobileAgentBench: An Efficient and User-Friendly Benchmark for Mobile LLM Agents Luyuan Wang Yongyu Deng Yiwei Zha Guodong Mao Qinmin Wang Tianchen Min Wei Chen Shoufa Chen LLMAG 40 12 0 12 Jun 2024
Spontaneous Speech-Based Suicide Risk Detection Using Whisper and Large Language Models Ziyun Cui Chang Lei Wen Wu Yinan Duan Diyang Qu Ji Wu Runsen Chen Chao Zhang 31 2 0 06 Jun 2024
CheckEmbed: Effective Verification of LLM Solutions to Open-Ended Tasks Maciej Besta Lorenzo Paleari Aleš Kubíček Piotr Nyczyk Robert Gerstenberger Patrick Iff Tomasz Lehmann H. Niewiadomski Torsten Hoefler 75 5 0 04 Jun 2024
MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset Weiqi Wang Yangqiu Song LRM 35 8 0 04 Jun 2024
ACCORD: Closing the Commonsense Measurability Gap François Roewer-Després Jinyue Feng Zining Zhu Frank Rudzicz LRM 48 0 0 04 Jun 2024
GeoReasoner: Geo-localization with Reasoning in Street Views using a Large Vision-Language Model Ling Li Yu Ye Bingchuan Jiang Wei Zeng VLM LRM 33 7 0 03 Jun 2024
Annotation Guidelines-Based Knowledge Augmentation: Towards Enhancing Large Language Models for Educational Text Classification Shiqi Liu Sannyuya Liu Lele Sha Zijie Zeng D. Gašević Zhi Liu 44 0 0 03 Jun 2024
Cracking the Code of Juxtaposition: Can AI Models Understand the Humorous Contradictions Zhe Hu Tuo Liang Jing Li Yiren Lu Yunlai Zhou Yiran Qiao Jing Ma Yu Yin 49 4 0 29 May 2024
Tool Learning with Large Language Models: A Survey Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang Dawei Yin Jun Xu Jirong Wen LLMAG 31 80 0 28 May 2024
Metaheuristics and Large Language Models Join Forces: Toward an Integrated Optimization Approach Camilo Chacón Sartori Christian Blum Filippo Bistaffa Guillem Rodríguez Corominas AIFin 61 3 0 28 May 2024
Agent Planning with World Knowledge Model Shuofei Qiao Runnan Fang Ningyu Zhang Yuqi Zhu Xiang Chen Shumin Deng Yong-jia Jiang Pengjun Xie Fei Huang Huajun Chen LLMAG LM&Ro 92 14 0 23 May 2024
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models Zhangyue Yin Qiushi Sun Qipeng Guo Zhiyuan Zeng Xiaonan Li ... Qinyuan Cheng Ding Wang Xiaofeng Mou Xipeng Qiu XuanJing Huang LRM 46 4 0 21 May 2024
DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented Dialogues Xiang Luo Zhiwen Tang Jin Wang Xuejie Zhang 31 5 0 16 May 2024
MacBehaviour: An R package for behavioural experimentation on large language models Xufeng Duan Shixuan Li Zhenguang G. Cai MLLM 34 2 0 13 May 2024
MIDGARD: Self-Consistency Using Minimum Description Length for Structured Commonsense Reasoning Inderjeet Nair Lu Wang LRM 19 1 0 08 May 2024
Chain of Thoughtlessness? An Analysis of CoT in Planning Kaya Stechly Karthik Valmeekam Subbarao Kambhampati LRM LM&Ro 72 38 0 08 May 2024
LLM as Dataset Analyst: Subpopulation Structure Discovery with Large Language Model Yulin Luo Ruichuan An Bocheng Zou Yiming Tang Jiaming Liu Shanghang Zhang 36 13 0 03 May 2024
Hallucination of Multimodal Large Language Models: A Survey Zechen Bai Pichao Wang Tianjun Xiao Tong He Zongbo Han Zheng Zhang Mike Zheng Shou VLM LRM 95 139 0 29 Apr 2024
Act as a Honeytoken Generator! An Investigation into Honeytoken Generation with Large Language Models Daniel Reti Norman Becker Tillmann Angeli Anasuya Chattopadhyay Daniel Schneider Sebastian Vollmer Hans D. Schotten 27 4 0 24 Apr 2024
A Human-Computer Collaborative Tool for Training a Single Large Language Model Agent into a Network through Few Examples Lihang Pan Yuxuan Li Chun Yu Yuanchun Shi LLMAG 38 1 0 24 Apr 2024
Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models Yue Zhou Yada Zhu Diego Antognini Yoon Kim Yang Zhang ReLM LRM 24 3 0 17 Apr 2024