Title
IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical Trials Shreyasi Mandal Ashutosh Modi LRM ELM 36 3 0 06 Apr 2024
Beyond Accuracy: Evaluating the Reasoning Behavior of Large Language Models -- A Survey Philipp Mondorf Barbara Plank ELM LRM LM&MA 33 35 0 02 Apr 2024
Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation Zhouhao Sun Xiao Ding LI DU Bibo Cai Jin-Fang Gao Ting Liu Bing Qin LRM ReLM 34 0 0 02 Apr 2024
RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners Chi Hu Yuan Ge Xiangnan Ma Hang Cao Qiang Li Yonghua Yang Tong Xiao Jingbo Zhu ReLM ELM LRM ALM 37 9 0 19 Mar 2024
StateFlow: Enhancing LLM Task-Solving through State-Driven Workflows Yiran Wu Tianwei Yue Shaokun Zhang Chi Wang Qingyun Wu 45 20 0 17 Mar 2024
Beyond Finite Data: Towards Data-free Out-of-distribution Generalization via Extrapolation Yijiang Li Sucheng Ren Weipeng Deng Yuzhi Xu Ying Gao Edith Ngai Haohan Wang OOD 33 1 0 08 Mar 2024
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents Yuqi Zhu Shuofei Qiao Yixin Ou Shumin Deng N. Zhang Shiwei Lyu Yue Shen Lei Liang Jinjie Gu H. Chen LLMAG LM&Ro 83 26 0 05 Mar 2024
LLMs with Industrial Lens: Deciphering the Challenges and Prospects -- A Survey Ashok Urlana Charaka Vinayak Kumar Ajeet Kumar Singh B. Garlapati S. Chalamala Rahul Mishra 35 5 0 22 Feb 2024
Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs Naihao Deng Zhenjie Sun Ruiqi He Aman Sikka Yulong Chen Lin Ma Yue Zhang Rada Mihalcea LMTD 41 9 0 19 Feb 2024
UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction Yuan Yuan Jingtao Ding J. Feng Depeng Jin Yong Li AI4TS 29 50 0 19 Feb 2024
Puzzle Solving using Reasoning of Large Language Models: A Survey Panagiotis Giadikiaroglou Maria Lymperaiou Giorgos Filandrianos Giorgos Stamou ELM ReLM LRM 16 24 0 17 Feb 2024
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs Minh-Vuong Nguyen Linhao Luo Fatemeh Shiri Dinh Q. Phung Yuan-Fang Li Thuy-Trang Vu Gholamreza Haffari KELM LRM 28 9 0 17 Feb 2024
Can Separators Improve Chain-of-Thought Prompting? Yoonjeong Park Hyunjin Kim Chanyeol Choi Junseong Kim Jy-yong Sohn LRM ReLM 21 1 0 16 Feb 2024
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning Zhiheng Xi Wenxiang Chen Boyang Hong Senjie Jin Rui Zheng ... Xinbo Zhang Peng Sun Tao Gui Qi Zhang Xuanjing Huang LRM 32 20 0 08 Feb 2024
In-Context Principle Learning from Mistakes Tianjun Zhang Aman Madaan Luyu Gao Steven Zheng Swaroop Mishra Yiming Yang Niket Tandon Uri Alon KELM ReLM 30 23 0 08 Feb 2024
Discovery of the Hidden World with Large Language Models Chenxi Liu Yongqiang Chen Tongliang Liu Mingming Gong James Cheng Bo Han Kun Zhang CML 65 10 0 06 Feb 2024
EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models Yixin Ou Ningyu Zhang Honghao Gui Ziwen Xu Shuofei Qiao ... Kangwei Liu Lei Li Zhen Bi Guozhou Zheng Huajun Chen SyDa 40 0 0 05 Feb 2024
Solution-oriented Agent-based Models Generation with Verifier-assisted Iterative In-context Learning Tong Niu Weihao Zhang Rong Zhao LLMAG 27 2 0 04 Feb 2024
Foundation Model Sherpas: Guiding Foundation Models through Knowledge and Reasoning D. Bhattacharjya Junkyu Lee Don Joven Agravante Balaji Ganesan Radu Marinescu LLMAG 35 1 0 02 Feb 2024
Can LLMs perform structured graph reasoning? Palaash Agrawal Shavak Vasania Cheston Tan LRM 26 2 0 02 Feb 2024
Enhancing Large Language Model with Decomposed Reasoning for Emotion Cause Pair Extraction Jialiang Wu Yi Shen Ziheng Zhang Longjun Cai ReLM 25 5 0 31 Jan 2024
Towards Goal-oriented Prompt Engineering for Large Language Models: A Survey Haochen Li Jonathan Leung Zhiqi Shen LM&MA LLMAG LRM 23 0 0 25 Jan 2024
Demystifying Chains, Trees, and Graphs of Thoughts Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 75 27 0 25 Jan 2024
A Novel Multi-Stage Prompting Approach for Language Agnostic MCQ Generation using GPT Subhankar Maity Aniket Deroy Sudeshna Sarkar LRM 20 14 0 13 Jan 2024
AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning Shuofei Qiao Ningyu Zhang Runnan Fang Yujie Luo Wangchunshu Zhou Yuchen Eleanor Jiang Chengfei Lv Huajun Chen LLMAG 33 32 0 10 Jan 2024
User Embedding Model for Personalized Language Prompting Sumanth Doddapaneni Krishna Sayana Ambarish Jash Sukhdeep S. Sodhi Dima Kuzmin RALM 35 9 0 10 Jan 2024
AI and Generative AI for Research Discovery and Summarization Mark Glickman Yi Zhang 17 16 0 08 Jan 2024
Large Language Models for Generative Information Extraction: A Survey Derong Xu Wei-neng Chen Wenjun Peng Chao Zhang Tong Bill Xu Xiangyu Zhao Xian Wu Yefeng Zheng Yang Wang Enhong Chen 38 144 0 29 Dec 2023
SimLM: Can Language Models Infer Parameters of Physical Systems? Sean Memery Mirella Lapata Kartic Subr LRM AI4CE 22 2 0 21 Dec 2023
A Survey of Reasoning with Foundation Models Jiankai Sun Chuanyang Zheng E. Xie Zhengying Liu Ruihang Chu ... Xipeng Qiu Yi-Chen Guo Hui Xiong Qun Liu Zhenguo Li ReLM LRM AI4CE 24 76 0 17 Dec 2023
FoMo Rewards: Can we cast foundation models as reward functions? Ekdeep Singh Lubana Johann Brehmer P. D. Haan Taco S. Cohen OffRL LRM 48 2 0 06 Dec 2023
Large Knowledge Model: Perspectives and Challenges Huajun Chen KELM 50 9 0 05 Dec 2023
Robot Learning in the Era of Foundation Models: A Survey Xuan Xiao Jiahang Liu Zhipeng Wang Yanmin Zhou Yong Qi Qian Cheng Bin He Shuo Jiang AI4CE LM&Ro 21 26 0 24 Nov 2023
FinanceBench: A New Benchmark for Financial Question Answering Pranab Islam Anand Kannappan Douwe Kiela Rebecca Qian Nino Scherrer Bertie Vidgen RALM 24 71 0 20 Nov 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Zhuosheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 36 53 0 20 Nov 2023
Towards A Unified View of Answer Calibration for Multi-Step Reasoning Shumin Deng Ningyu Zhang Nay Oo Bryan Hooi LRM 45 1 0 15 Nov 2023
Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios Lei Lin Jiayi Fu Pengli Liu Qingyang Li Yan Gong Junchen Wan Fuzheng Zhang Zhongyuan Wang Di Zhang Kun Gai LRM 27 7 0 14 Nov 2023
Empowering Multi-step Reasoning across Languages via Tree-of-Thoughts Leonardo Ranaldi Giulia Pucci Federico Ranaldi Elena Sofia Ruzzetti Fabio Massimo Zanzotto LRM 21 12 0 14 Nov 2023
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey Garima Agrawal Tharindu Kumarage Zeyad Alghami Huanmin Liu 37 81 0 14 Nov 2023
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions Lei Huang Weijiang Yu Weitao Ma Weihong Zhong Zhangyin Feng ... Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu LRM HILM 39 722 0 09 Nov 2023
Efficient Human-AI Coordination via Preparatory Language-based Convention Cong Guan Lichao Zhang Chunpeng Fan Yi-Chen Li Feng Chen Lihe Li Yunjia Tian Lei Yuan Yang Yu LM&Ro 26 8 0 01 Nov 2023
Emotional Theory of Mind: Bridging Fast Visual Processing with Slow Linguistic Reasoning Yasaman Etesam Özge Nilay Yalçin Chuxuan Zhang Angelica Lim 27 2 0 30 Oct 2023
Trust, Accountability, and Autonomy in Knowledge Graph-based AI for Self-determination Luis-Daniel Ibánez J. Domingue Sabrina Kirrane O. Seneviratne Aisling Third Maria-Esther Vidal 22 2 0 30 Oct 2023
Harnessing GPT-3.5-turbo for Rhetorical Role Prediction in Legal Cases Anas Belfathi Nicolas Hernandez Laura Monceaux AILaw 27 4 0 26 Oct 2023
A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models Yuanfeng Song Yuanqin He Xuefang Zhao Hanlin Gu Di Jiang Haijun Yang Lixin Fan Qiang Yang 32 3 0 24 Oct 2023
Reasoning about Ambiguous Definite Descriptions Stefan F. Schouten Peter Bloem Ilia Markov Piek Vossen LRM UQLM 21 0 0 23 Oct 2023
Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts Tengxiao Liu Qipeng Guo Yuqing Yang Xiangkun Hu Yue Zhang Xipeng Qiu Zheng-Wei Zhang LRM LLMAG 26 30 0 23 Oct 2023
CorefPrompt: Prompt-based Event Coreference Resolution by Measuring Event Type and Argument Compatibilities Sheng Xu Peifeng Li Qiaoming Zhu 27 6 0 23 Oct 2023
Prompt Engineering Through the Lens of Optimal Control Yifan Luo Yiming Tang Chengfeng Shen Zhennan Zhou Bin Dong OffRL 32 6 0 22 Oct 2023
Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation Yingwei Ma Yue Yu Shanshan Li Yu Jiang Yong Guo Yuanliang Zhang Yutao Xie Xiangke Liao 36 5 0 16 Oct 2023