Title
Learning to Predict Concept Ordering for Common Sense Generation Tianhui Zhang Danushka Bollegala Bei Peng LRM 51 3 0 12 Sep 2023
BHASA: A Holistic Southeast Asian Linguistic and Cultural Evaluation Suite for Large Language Models Wei Qi Leong Jian Gang Ngui Yosephine Susanto Hamsawardhini Rengarajan Kengatharaiyer Sarveswaran William-Chandra Tjhi 74 9 0 12 Sep 2023
Balanced and Explainable Social Media Analysis for Public Health with Large Language Models Yan Jiang Ruihong Qiu Yi Zhang Peng Zhang 65 7 0 12 Sep 2023
Language Models as Black-Box Optimizers for Vision-Language Models Shihong Liu Zhiqiu Lin Samuel Yu Ryan Lee Tiffany Ling Deepak Pathak Deva Ramanan VLM 126 30 0 12 Sep 2023
Do PLMs Know and Understand Ontological Knowledge? Weiqi Wu Chengyue Jiang Yong Jiang Pengjun Xie Kewei Tu 95 29 0 12 Sep 2023
Strategic Behavior of Large Language Models: Game Structure vs. Contextual Framing Nunzio Lorè Babak Heydari 72 40 0 12 Sep 2023
Uncovering mesa-optimization algorithms in Transformers J. Oswald Eyvind Niklasson Maximilian Schlegel Seijin Kobayashi Nicolas Zucchet ... Mark Sandler Blaise Agüera y Arcas Max Vladymyrov Razvan Pascanu João Sacramento 72 64 0 11 Sep 2023
Large Language Models for Compiler Optimization Chris Cummins Volker Seeker Dejan Grubisic Mostafa Elhoushi Youwei Liang ... Jonas Gehring Fabian Gloeckle Kim M. Hazelwood Gabriel Synnaeve Hugh Leather 64 54 0 11 Sep 2023
Hypothesis Search: Inductive Reasoning with Language Models Ruocheng Wang E. Zelikman Gabriel Poesia Yewen Pu Nick Haber Noah D. Goodman ReLM LRM 132 112 0 11 Sep 2023
Large Language Model for Science: A Study on P vs. NP Qingxiu Dong Li Dong Ke Xu Guangyan Zhou Y. Hao Zhifang Sui Furu Wei LRM 45 17 0 11 Sep 2023
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning Xiang Yue Xingwei Qu Ge Zhang Yao Fu Wenhao Huang Huan Sun Yu-Chuan Su Wenhu Chen AIMat LRM 195 404 0 11 Sep 2023
Memory Injections: Correcting Multi-Hop Reasoning Failures during Inference in Transformer-Based Language Models Mansi Sakarvadia Aswathy Ajith Arham Khan Daniel Grzenda Nathaniel Hudson André Bauer Kyle Chard Ian Foster KELM LRM 91 17 0 11 Sep 2023
An Empirical Study of NetOps Capability of Pre-Trained Large Language Models Yukai Miao Yu Bai Li Chen Dan Li Haifeng Sun ... Dapeng Sun Xiuting Xu Qi Zhang Chao Xiang Xinchi Li ELM 29 13 0 11 Sep 2023
Textbooks Are All You Need II: phi-1.5 technical report Yuan-Fang Li Sébastien Bubeck Ronen Eldan Allison Del Giorno Suriya Gunasekar Yin Tat Lee ALM LRM 173 482 0 11 Sep 2023
Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning Ted Zadouri Ahmet Üstün Arash Ahmadian Beyza Ermics Acyr Locatelli Sara Hooker MoE 105 101 0 11 Sep 2023
An Appraisal-Based Chain-Of-Emotion Architecture for Affective Language Model Game Agents Maximilian Croissant Madeleine Frister Guy Schofield Cade McCall LLMAG 70 14 0 10 Sep 2023
FOLLOWUPQG: Towards Information-Seeking Follow-up Question Generation Yan Meng Liangming Pan Yixin Cao Min-Yen Kan LRM 88 11 0 10 Sep 2023
Leveraging Large Language Models for Exploiting ASR Uncertainty Pranay Dighe Yi Su Shangshang Zheng Yunshu Liu Vineet Garg Xiaochuan Niu Ahmed H. Tewfik 72 13 0 09 Sep 2023
Beyond Traditional Teaching: The Potential of Large Language Models and Chatbots in Graduate Engineering Education M. Abedi Ibrahem Alshybani M. Shahadat M. Murillo 111 15 0 09 Sep 2023
MMHQA-ICL: Multimodal In-context Learning for Hybrid Question Answering over Text, Tables and Images Weihao Liu Fangyu Lei Tongxu Luo Jiahe Lei Shizhu He Jun Zhao Kang Liu LMTD 61 11 0 09 Sep 2023
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning Bin Wang Zhengyuan Liu Xin Huang Fangkai Jiao Yang Ding Ai Ti Aw Nancy F. Chen LRM 93 75 0 09 Sep 2023
EPA: Easy Prompt Augmentation on Large Language Models via Multiple Sources and Multiple Targets Hongyuan Lu Wai Lam 67 1 0 09 Sep 2023
Code-Style In-Context Learning for Knowledge-Based Question Answering Zhijie Nie Richong Zhang Zhongyuan Wang Xudong Liu 48 6 0 09 Sep 2023
FIAT: Fusing learning paradigms with Instruction-Accelerated Tuning Xinyi Wang John Wieting J. Clark CLL ALM 64 2 0 09 Sep 2023
Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf Yuzhuang Xu Shuo Wang Peng Li Ziyue Wang Xiaolong Wang Weidong Liu Yang Liu LLMAG 58 213 0 09 Sep 2023
Retrieving Evidence from EHRs with LLMs: Possibilities and Challenges Hiba Ahsan Denis Jered McInerney Jisoo Kim Christopher Potter Geoffrey S. Young Silvio Amir Byron C. Wallace 72 12 0 08 Sep 2023
Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models Yangyi Chen Karan Sikka Michael Cogswell Heng Ji Ajay Divakaran LRM 99 27 0 08 Sep 2023
Incremental Learning of Humanoid Robot Behavior from Natural Interaction and Large Language Models Leonard Barmann Rainer Kartmann Fabian Peller-Konrad Jan Niehues Alexander H. Waibel Tamim Asfour LM&Ro 121 26 0 08 Sep 2023
LLMCad: Fast and Scalable On-device Large Language Model Inference Daliang Xu Wangsong Yin Xin Jin Yanzhe Zhang Shiyun Wei Mengwei Xu Xuanzhe Liu 69 51 0 08 Sep 2023
UQ at #SMM4H 2023: ALEX for Public Health Analysis with Social Media Yan Jiang Ruihong Qiu Yi Zhang Zi Huang LM&MA 52 2 0 08 Sep 2023
Evaluation of large language models for discovery of gene set function Mengzhou Hu Sahar Alkhairy Ingoo Lee Rudolf T. Pillich Dylan Fong Kevin Smith Robin Bachelder T. Ideker Dexter Pratt LM&MA 76 43 0 07 Sep 2023
FIND: A Function Description Benchmark for Evaluating Interpretability Methods Sarah Schwettmann Tamar Rott Shaham Joanna Materzyñska Neil Chowdhury Shuang Li Jacob Andreas David Bau Antonio Torralba 56 22 0 07 Sep 2023
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models Yung-Sung Chuang Yujia Xie Hongyin Luo Yoon Kim James R. Glass Pengcheng He HILM 79 167 0 07 Sep 2023
Large Language Models Are Not Robust Multiple Choice Selectors Chujie Zheng Hao Zhou Fandong Meng Jie Zhou Minlie Huang 135 247 0 07 Sep 2023
FLM-101B: An Open LLM and How to Train It with $100K Budget$ Xiang Li Yiqun Yao Xin Jiang Xuezhi Fang Xuying Meng ... Li Du Bowen Qin Zheng Zhang Aixin Sun Yequan Wang 149 22 0 07 Sep 2023
Exploring an LM to generate Prolog Predicates from Mathematics Questions Xiaocheng Yang Yik-Cheung Tam ReLM LRM 26 0 0 07 Sep 2023
Evaluating ChatGPT as a Recommender System: A Rigorous Approach Dario Di Palma Giovanni Maria Biancofiore Vito Walter Anelli Fedelucio Narducci Tommaso Di Noia E. Sciascio ALM 132 30 0 07 Sep 2023
Large Language Models as Optimizers Chengrun Yang Xuezhi Wang Yifeng Lu Hanxiao Liu Quoc V. Le Denny Zhou Xinyun Chen ODL 154 435 0 07 Sep 2023
Gender-specific Machine Translation with Large Language Models Eduardo Sánchez Pierre Yves Andrews Pontus Stenetorp Mikel Artetxe Marta R. Costa-jussá 67 3 0 06 Sep 2023
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs Chao Feng Xinyu Zhang Zichu Fei KELM 83 50 0 06 Sep 2023
Aligning Large Language Models for Clinical Tasks Supun Manathunga Isuru Hettigoda LM&MA ELM AI4MH 90 11 0 06 Sep 2023
GPT Can Solve Mathematical Problems Without a Calculator Zhiyong Yang Ming Ding Qingsong Lv Zhihuan Jiang Zehai He Yuyi Guo Jinfeng Bai Jie Tang RALM LRM 114 56 0 06 Sep 2023
Gesture-Informed Robot Assistance via Foundation Models Li-Heng Lin Yuchen Cui Yilun Hao Fei Xia Dorsa Sadigh LM&Ro SLR 63 21 0 06 Sep 2023
Physically Grounded Vision-Language Models for Robotic Manipulation Jensen Gao Bidipta Sarkar F. Xia Ted Xiao Jiajun Wu Brian Ichter Anirudha Majumdar Dorsa Sadigh LM&Ro 128 133 0 05 Sep 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas Griffiths LLMAG LM&Ro 164 182 0 05 Sep 2023
AGIBench: A Multi-granularity, Multimodal, Human-referenced, Auto-scoring Benchmark for Large Language Models Fei Tang Wanling Gao Luzhou Peng Jianfeng Zhan ELM 49 2 0 05 Sep 2023
Making Large Language Models Better Reasoners with Alignment Peiyi Wang Lei Li Liang Chen Feifan Song Binghuai Lin Yunbo Cao Tianyu Liu Zhifang Sui ALM LRM 97 73 0 05 Sep 2023
Enhance Multi-domain Sentiment Analysis of Review Texts through Prompting Strategies Yajing Wang Zongwei Luo LRM 40 5 0 05 Sep 2023
Towards Foundational AI Models for Additive Manufacturing: Language Models for G-Code Debugging, Manipulation, and Comprehension Anushrut Jignasu Kelly O. Marshall Baskar Ganapathysubramanian Aditya Balu Chinmay Hegde A. Krishnamurthy ELM AI4CE 79 6 0 04 Sep 2023
Are Emergent Abilities in Large Language Models just In-Context Learning? Sheng Lu Irina Bigoulaeva Rachneet Sachdeva Harish Tayyar Madabushi Iryna Gurevych LRM ELM ReLM 150 100 0 04 Sep 2023