Title
ADaPT: As-Needed Decomposition and Planning with Language Models Archiki Prasad Alexander Koller Mareike Hartmann Peter Clark Ashish Sabharwal Mohit Bansal Tushar Khot LM&Ro 226 139 0 08 Nov 2023
PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task CompletionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yiduo Guo Zekai Zhang Yaobo Liang Dongyan Zhao Duan Nan ELM 159 24 0 03 Nov 2023
The Generative AI Paradox: "What It Can Create, It May Not Understand"International Conference on Learning Representations (ICLR), 2023 Peter West Ximing Lu Nouha Dziri Faeze Brahman Linjie Li ... Khyathi Chandu Benjamin Newman Pang Wei Koh Allyson Ettinger Yejin Choi AIMat 302 104 0 31 Oct 2023
Improving Compositional Generalization Using Iterated Learning and Simplicial EmbeddingsNeural Information Processing Systems (NeurIPS), 2023 Yi Ren Samuel Lavoie Mikhail Galkin Danica J. Sutherland Aaron Courville 154 20 0 28 Oct 2023
Knowing What LLMs DO NOT Know: A Simple Yet Effective Self-Detection MethodNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Yukun Zhao Lingyong Yan Weiwei Sun Guoliang Xing Chong Meng Shuaiqiang Wang Zhicong Cheng Zhaochun Ren D. Yin 328 51 0 27 Oct 2023
Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-VotingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Preethi Lahoti Nicholas Blumm Xiao Ma Raghavendra Kotikalapudi Sahitya Potluri ... Hansa Srinivasan Ben Packer Ahmad Beirami Alex Beutel Jilin Chen 217 44 0 25 Oct 2023
PreWoMe: Exploiting Presuppositions as Working Memory for Long Form Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Wookje Han Jinsol Park Kyungjae Lee 218 5 0 24 Oct 2023
LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic ProversConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Theo X. Olausson Alex Gu Benjamin Lipkin Cedegao E. Zhang Armando Solar-Lezama Josh Tenenbaum Roger Levy LRM AI4CE ReLM 455 177 0 23 Oct 2023
Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-ThoughtsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Tengxiao Liu Qipeng Guo Yuqing Yang Xiangkun Hu Yue Zhang Xipeng Qiu Zheng Zhang LRM LLMAG 131 37 0 23 Oct 2023
Tree Prompting: Efficient Task Adaptation without Fine-TuningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 John X. Morris Chandan Singh Alexander M. Rush Jianfeng Gao Yuntian Deng VLM LRM 206 19 0 21 Oct 2023
Teaching Language Models to Self-Improve through Interactive Demonstrations Xiao Yu Baolin Peng Michel Galley Jianfeng Gao Zhou Yu LRM ReLM 236 27 0 20 Oct 2023
AutoMix: Automatically Mixing Language Models Pranjal Aggarwal Aman Madaan Ankit Anand Srividya Pranavi Potharaju Swaroop Mishra ... Karthik Kappaganthu Yiming Yang Shyam Upadhyay Manaal Faruqui Mausam 498 42 0 19 Oct 2023
An Empirical Study of Translation Hypothesis Ensembling with Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 António Farinhas José G. C. de Souza André F. T. Martins 139 14 0 17 Oct 2023
TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jing Xiong Jianhao Shen Ye Yuan Haiming Wang Yichun Yin ... Yinya Huang Chuanyang Zheng Xiaodan Liang Ming Zhang Qun Liu AIMat LRM 149 26 0 16 Oct 2023
CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization Bodhisattwa Prasad Majumder Bhavana Dalvi Peter Alexander Jansen Oyvind Tafjord Niket Tandon Li Zhang Chris Callison-Burch Peter Clark LRM LLMAG CLL 184 58 0 16 Oct 2023
The Consensus Game: Language Model Generation via Equilibrium Search Athul Paul Jacob Songlin Yang Gabriele Farina Jacob Andreas 227 32 0 13 Oct 2023
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modulesInternational Conference on Learning Representations (ICLR), 2023 Hung Le Hailin Chen Amrita Saha Akash Gokul Doyen Sahoo Shafiq Joty LRM 276 56 0 13 Oct 2023
Exploration with Principles for Diverse AI Supervision Hao Liu Matei A. Zaharia Pieter Abbeel 242 2 0 13 Oct 2023
A Zero-Shot Language Agent for Computer Control with Structured ReflectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Tao Li Gang Li Zhiwei Deng Bryan Wang Yang Li LM&Ro LLMAG 353 28 0 12 Oct 2023
Can Large Language Models Really Improve by Self-critiquing Their Own Plans? Kaya Stechly Matthew Marquez Subbarao Kambhampati LRM 163 112 0 12 Oct 2023
Constructive Large Language Models Alignment with Diverse Feedback Tianshu Yu Ting-En Lin Yuchuan Wu Min Yang Fei Huang Yongbin Li ALM 227 9 0 10 Oct 2023
LLM for SoC Security: A Paradigm ShiftIEEE Access (IEEE Access), 2023 Dipayan Saha Shams Tarek Katayoon Yahyaei S. Saha Jingbo Zhou M. Tehranipoor Farimah Farahmandi 316 79 0 09 Oct 2023
Crystal: Introspective Reasoners Reinforced with Self-FeedbackConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Hamish Ivison Ramakanth Pasunuru Hannaneh Hajishirzi Yejin Choi Asli Celikyilmaz LRM ReLM 196 31 0 07 Oct 2023
Automatic and Human-AI Interactive Text Generation Yao Dou Philippe Laban Claire Gardent Wei Xu 206 4 0 05 Oct 2023
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines Omar Khattab Arnav Singhvi Paridhi Maheshwari Zhiyuan Zhang Keshav Santhanam ... Thomas T. Joshi Hanna Moazam Heather Miller Matei A. Zaharia Christopher Potts RALM 365 467 0 05 Oct 2023
Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient ReasoningInternational Conference on Learning Representations (ICLR), 2023 Murong Yue Jie Zhao Min Zhang Liang Du Ziyu Yao LRM 291 114 0 04 Oct 2023
Reward Model Ensembles Help Mitigate OveroptimizationInternational Conference on Learning Representations (ICLR), 2023 Thomas Coste Usman Anwar Robert Kirk David M. Krueger NoLa ALM 286 179 0 04 Oct 2023
Think before you speak: Training Language Models With Pause TokensInternational Conference on Learning Representations (ICLR), 2023 Sachin Goyal Ziwei Ji A. S. Rawat A. Menon Sanjiv Kumar Vaishnavh Nagarajan LRM 370 181 0 03 Oct 2023
Selenite: Scaffolding Online Sensemaking with Comprehensive Overviews Elicited from Large Language ModelsInternational Conference on Human Factors in Computing Systems (CHI), 2023 Michael Xieyang Liu Tongshuang Wu Tianying Chen Franklin Mingzhe Li A. Kittur Brad A. Myers LRM RALM 388 32 0 03 Oct 2023
Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot PerformanceAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Saurabh Srivastava Chengyue Huang Weiguo Fan Ziyu Yao LLMAG 211 8 0 03 Oct 2023
Enabling Language Models to Implicitly Learn Self-Improvement Ziqi Wang Le Hou Tianjian Lu Yuexin Wu Yunxuan Li Hongkun Yu Heng Ji ReLM LRM 213 8 0 02 Oct 2023
Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context LearningInternational Conference on Learning Representations (ICLR), 2023 Mustafa Shukor Alexandre Ramé Corentin Dancette Matthieu Cord LRM MLLM 344 26 0 01 Oct 2023
UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large Language Model Capabilities Hejia Geng Boxun Xu Peng Li ELM LRM ReLM 225 1 0 30 Sep 2023
A Large Language Model Approach to Educational Survey Feedback AnalysisInternational Journal of Artificial Intelligence in Education (IJAIED), 2023 Michael J. Parker Caitlin Anderson Claire Stone YeaRim Oh ELM LM&MA AI4Ed 280 32 0 29 Sep 2023
AutoAgents: A Framework for Automatic Agent GenerationInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Guangyao Chen Siwei Dong Yu Shu Ge Zhang Jaward Sesay Börje F. Karlsson Jie Fu Yemin Shi LLMAG 364 188 0 29 Sep 2023
Promptbreeder: Self-Referential Self-Improvement Via Prompt EvolutionInternational Conference on Machine Learning (ICML), 2023 Chrisantha Fernando Dylan Banarse Henryk Michalewski Simon Osindero Tim Rocktaschel LLMAG ReLM LRM 266 322 0 28 Sep 2023
Program Repair with Minimal Edits Using CodeT5International Conference on Awareness Science and Technology (ICAST), 2023 Atsushi Shirafuji Md. Mostafizer Rahman Md. Faizul Ibne Amin Yutaka Watanobe 180 11 0 26 Sep 2023
Art or Artifice? Large Language Models and the False Promise of CreativityInternational Conference on Human Factors in Computing Systems (CHI), 2023 Tuhin Chakrabarty Philippe Laban Divyansh Agarwal Smaranda Muresan Chien-Sheng Wu 364 197 0 25 Sep 2023
Calibrating LLM-Based EvaluatorInternational Conference on Language Resources and Evaluation (LREC), 2023 Yuxuan Liu Tianchi Yang Shaohan Huang Zihan Zhang Haizhen Huang Furu Wei Weiwei Deng Feng Sun Qi Zhang 252 43 0 23 Sep 2023
LLM-based Medical Assistant Personalization with Short- and Long-Term Memory CoordinationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Kai Zhang Yangyang Kang Fubang Zhao Xiaozhong Liu 245 49 0 21 Sep 2023
EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context LearningNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Rajasekhar Reddy Mekala Yasaman Razeghi Sameer Singh LRM 267 16 0 16 Sep 2023
ICLEF: In-Context Learning with Expert Feedback for Explainable Style TransferAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Arkadiy Saakyan Smaranda Muresan 224 5 0 15 Sep 2023
Empowering Private Tutoring by Chaining Large Language ModelsInternational Conference on Information and Knowledge Management (CIKM), 2023 Yulin Chen Ning Ding Hai-Tao Zheng Zhiyuan Liu Maosong Sun Bowen Zhou AI4Ed KELM ELM 96 16 0 15 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 345 111 0 13 Sep 2023
Aligning Large Language Models for Clinical Tasks Supun Manathunga Isuru Hettigoda LM&MA ELM AI4MH 212 12 0 06 Sep 2023
Zero-Resource Hallucination Prevention for Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Junyu Luo Cao Xiao Fenglong Ma HILM 416 34 0 06 Sep 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas Griffiths LLMAG LM&Ro 555 268 0 05 Sep 2023
Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations Xu Huang Jianxun Lian Yuxuan Lei Jing Yao Defu Lian Xing Xie LLMAG 245 153 0 31 Aug 2023
Graph of Thoughts: Solving Elaborate Problems with Large Language ModelsAAAI Conference on Artificial Intelligence (AAAI), 2023 Maciej Besta Nils Blach Aleš Kubíček Robert Gerstenberger Michal Podstawski ... Joanna Gajda Tomasz Lehmann H. Niewiadomski Piotr Nyczyk Torsten Hoefler LRM AI4CE LM&Ro 509 1,006 0 18 Aug 2023
Better Zero-Shot Reasoning with Role-Play PromptingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Aobo Kong Shiwan Zhao Hao Chen Qicheng Li Yong Qin Ruiqi Sun Xiaoxia Zhou Enzhi Wang Xiaohang Dong ReLM LLMAG LRM 208 308 0 15 Aug 2023