Title
Model Compression and Efficient Inference for Large Language Models: A Survey Wenxiao Wang Wei Chen Yicong Luo Yongliu Long Zhengkai Lin Liye Zhang Binbin Lin Deng Cai Xiaofei He MQ 46 48 0 15 Feb 2024
CodeMind: Evaluating Large Language Models for Code Reasoning Changshu Liu Yang Chen Reyhaneh Jabbarvand ReCod ELM LRM 50 0 0 15 Feb 2024
Leveraging Large Language Models for Enhanced NLP Task Performance through Knowledge Distillation and Optimized Training Strategies Yining Huang Keke Tang Meilian Chen 32 10 0 14 Feb 2024
AgentLens: Visual Analysis for Agent Behaviors in LLM-based Autonomous Systems Jiaying Lu Bo Pan Jieyi Chen Yingchaojie Feng Jingyuan Hu Yuchen Peng Wei Chen 47 13 0 14 Feb 2024
Using Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models Martha Lewis Melanie Mitchell ELM LRM 13 22 0 14 Feb 2024
LLM-driven Imitation of Subrational Behavior : Illusion or Reality? Andrea Coletta Kshama Dwarakanath Penghang Liu Svitlana Vyetrenko T. Balch 34 10 0 13 Feb 2024
Large Language Models for the Automated Analysis of Optimization Algorithms Camilo Chacón Sartori Christian Blum Gabriela Ochoa 36 2 0 13 Feb 2024
BASE TTS: Lessons from building a billion-parameter Text-to-Speech model on 100K hours of data Mateusz Lajszczak Guillermo Cámbara Yang Li Fatih Beyhan Arent van Korlaar ... Bartosz Putrycz Soledad López Gambino Kayeon Yoo Elena Sokolova Thomas Drugman LM&MA 38 75 0 12 Feb 2024
AI-Augmented Predictions: LLM Assistants Improve Human Forecasting Accuracy P. Schoenegger Peter S. Park Ezra Karger P. Tetlock 50 14 0 12 Feb 2024
Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models Jiacheng Ye Shansan Gong Liheng Chen Lin Zheng Jiahui Gao ... Chuan Wu Xin Jiang Zhenguo Li Wei Bi Lingpeng Kong DiffM LRM AI4CE 64 14 0 12 Feb 2024
Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models Mohamad Ballout U. Krumnack Gunther Heidemann Kai-Uwe Kuehnberger LRM 37 4 0 12 Feb 2024
Summing Up the Facts: Additive Mechanisms Behind Factual Recall in LLMs Bilal Chughtai Alan Cooney Neel Nanda HILM KELM 35 16 0 11 Feb 2024
CPSDBench: A Large Language Model Evaluation Benchmark and Baseline for Chinese Public Security Domain Xin Tong Bo Jin Zhi Lin Binjun Wang Ting Yu Qiang Cheng ELM 41 0 0 11 Feb 2024
Natural Language Reinforcement Learning Xidong Feng Bo Liu Mengyue Yang Ziyan Wang Girish A. Koushiks Yali Du Ying Wen Jun Wang OffRL 40 3 0 11 Feb 2024
A Tale of Tails: Model Collapse as a Change of Scaling Laws Elvis Dohmatob Yunzhen Feng Pu Yang Francois Charton Julia Kempe 31 67 0 10 Feb 2024
Large Language Models for Captioning and Retrieving Remote Sensing Images João Daniel Silva João Magalhães D. Tuia Bruno Martins 46 29 0 09 Feb 2024
Introspective Planning: Aligning Robots' Uncertainty with Inherent Task Ambiguity Kaiqu Liang Zixu Zhang J. F. Fisac LLMAG 56 6 0 09 Feb 2024
Efficient Stagewise Pretraining via Progressive Subnetworks Abhishek Panigrahi Nikunj Saunshi Kaifeng Lyu Sobhan Miryoosefi Sashank J. Reddi Satyen Kale Sanjiv Kumar 38 5 0 08 Feb 2024
Pretrained Generative Language Models as General Learning Frameworks for Sequence-Based Tasks Ben Fauber 32 2 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 38 24 0 08 Feb 2024
Progressive Gradient Flow for Robust N:M Sparsity Training in Transformers Abhimanyu Bambhaniya Amir Yazdanbakhsh Suvinay Subramanian Sheng-Chun Kao Shivani Agrawal Utku Evci Tushar Krishna 59 14 0 07 Feb 2024
Faithfulness vs. Plausibility: On the (Un)Reliability of Explanations from Large Language Models Chirag Agarwal Sree Harsha Tanneru Himabindu Lakkaraju LRM 50 36 0 07 Feb 2024
The Fine-Grained Complexity of Gradient Computation for Training Large Language Models Josh Alman Zhao Song 37 12 0 07 Feb 2024
Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasks Jongho Park Jaeseung Park Zheyang Xiong Nayoung Lee Jaewoong Cho Samet Oymak Kangwook Lee Dimitris Papailiopoulos 40 69 0 06 Feb 2024
Can Generative Agents Predict Emotion? Ciaran Regan Nanami Iwahashi Shogo Tanaka Mizuki Oka 34 0 0 06 Feb 2024
Human-Like Geometric Abstraction in Large Pre-trained Neural Networks Declan Campbell Sreejan Kumar Tyler Giallanza Thomas Griffiths Jonathan D. Cohen GNN OCL 38 2 0 06 Feb 2024
LLM Agents can Autonomously Hack Websites Richard Fang R. Bindu Akul Gupta Qiusi Zhan Daniel Kang LLMAG 27 52 0 06 Feb 2024
Large Language Models to Enhance Bayesian Optimization Tennison Liu Nicolás Astorga Nabeel Seedat M. Schaar 71 49 0 06 Feb 2024
A phase transition between positional and semantic learning in a solvable model of dot-product attention Hugo Cui Freya Behrens Florent Krzakala Lenka Zdeborová MLT 51 11 0 06 Feb 2024
Comparing Abstraction in Humans and Large Language Models Using Multimodal Serial Reproduction Sreejan Kumar Raja Marjieh Byron Zhang Declan Campbell Michael Y. Hu Umang Bhatt Brenden M. Lake Thomas Griffiths 12 1 0 06 Feb 2024
Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation Xinyi Wang Alfonso Amayuelas Kexun Zhang Liangming Pan Wenhu Chen Wenjie Wang LRM 45 12 0 05 Feb 2024
A Survey on Transformer Compression Yehui Tang Yunhe Wang Jianyuan Guo Zhijun Tu Kai Han Hailin Hu Dacheng Tao 46 30 0 05 Feb 2024
Position: What Can Large Language Models Tell Us about Time Series Analysis Ming Jin Yifan Zhang Wei Chen Kexin Zhang Keli Zhang Bin Yang Jindong Wang Shirui Pan Qingsong Wen AI4TS 39 16 0 05 Feb 2024
Aligner: Efficient Alignment by Learning to Correct Jiaming Ji Boyuan Chen Hantao Lou Chongye Guo Borong Zhang Xuehai Pan Juntao Dai Tianyi Qiu Yaodong Yang 34 28 0 04 Feb 2024
A Survey on Robotics with Foundation Models: toward Embodied AI Zhiyuan Xu Kun Wu Junjie Wen Jinming Li Ning Liu Zhengping Che Jian Tang AI4CE LRM LM&Ro 36 24 0 04 Feb 2024
AutoTimes: Autoregressive Time Series Forecasters via Large Language Models Yong Liu Guo Qin Xiangdong Huang Jianmin Wang Mingsheng Long AI4TS 39 22 0 04 Feb 2024
Timer: Generative Pre-trained Transformers Are Large Time Series Models Yong Liu Haoran Zhang Chenyu Li Xiangdong Huang Jianmin Wang Mingsheng Long AIFin AI4TS AI4CE 49 52 0 04 Feb 2024
Enhance Reasoning for Large Language Models in the Game Werewolf Shuang Wu Liwen Zhu Tao Yang Shiwei Xu Qiang Fu Yang Wei Haobo Fu LRM LLMAG 85 19 0 04 Feb 2024
Mathemyths: Leveraging Large Language Models to Teach Mathematical Language through Child-AI Co-Creative Storytelling Chao Zhang Xuechen Liu Katherine Ziska Soobin Jeon Chi-Lin Yu Ying Xu 21 34 0 02 Feb 2024
On Catastrophic Inheritance of Large Foundation Models Hao Chen Bhiksha Raj Xing Xie Jindong Wang AI4CE 65 12 0 02 Feb 2024
The RL/LLM Taxonomy Tree: Reviewing Synergies Between Reinforcement Learning and Large Language Models M. Pternea Prerna Singh Abir Chakraborty Y. Oruganti M. Milletarí Sayli Bapat Kebei Jiang OffRL 36 8 0 02 Feb 2024
AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback Jian Guan Wei Wu Zujie Wen Peng Xu Hongning Wang Minlie Huang LRM 33 16 0 02 Feb 2024
Efficient Prompt Caching via Embedding Similarity Hanlin Zhu Banghua Zhu Jiantao Jiao RALM 28 9 0 02 Feb 2024
Simulation of Graph Algorithms with Looped Transformers Artur Back de Luca K. Fountoulakis 63 14 0 02 Feb 2024
SymbolicAI: A framework for logic-based approaches combining generative models and solvers Marius-Constantin Dinu Claudiu Leoveanu-Condrei Markus Holzleitner Werner Zellinger Sepp Hochreiter 50 10 0 01 Feb 2024
Unlearnable Algorithms for In-context Learning Andrei Muresanu Anvith Thudi Michael R. Zhang Nicolas Papernot MU 43 11 0 01 Feb 2024
The Information of Large Language Model Geometry Zhiquan Tan Chenghai Li Weiran Huang 29 1 0 01 Feb 2024
Computational Experiments Meet Large Language Model Based Agents: A Survey and Perspective Qun Ma Xiao Xue Deyu Zhou Xiangning Yu Donghua Liu ... Yifan Shen Peilin Ji Juanjuan Li Gang Wang Wanpeng Ma AI4CE LM&Ro LLMAG 31 7 0 01 Feb 2024
SwarmBrain: Embodied agent for real-time strategy game StarCraft II via large language models Xiao Shao Weifu Jiang Fei Zuo Mengqing Liu LLMAG 41 7 0 31 Jan 2024
Deductive Beam Search: Decoding Deducible Rationale for Chain-of-Thought Reasoning Tinghui Zhu Kai Zhang Jian Xie Yu-Chuan Su LRM 33 15 0 31 Jan 2024