Title
Emergent inabilities? Inverse scaling over the course of pretraining J. Michaelov Benjamin Bergen LRM ReLM 22 3 0 24 May 2023
Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science Yida Mu Benze Wu William Thorne Ambrose Robinson Nikolaos Aletras Carolina Scarton Kalina Bontcheva Xingyi Song 26 18 0 23 May 2023
VIP5: Towards Multimodal Foundation Models for Recommendation Shijie Geng Juntao Tan Shuchang Liu Zuohui Fu Yongfeng Zhang 32 71 0 23 May 2023
Active Learning Principles for In-Context Learning with Large Language Models Katerina Margatina Timo Schick Nikolaos Aletras Jane Dwivedi-Yu 32 39 0 23 May 2023
Exploring Chain-of-Thought Style Prompting for Text-to-SQL Chang-You Tai Ziru Chen Tianshu Zhang Xiang Deng Huan Sun LRM AI4CE ReLM 30 45 0 23 May 2023
Skill-Based Few-Shot Selection for In-Context Learning Shengnan An Bo Zhou Zeqi Lin Qiang Fu B. Chen Nanning Zheng Weizhu Chen Jian-Guang Lou 36 31 0 23 May 2023
Dr.ICL: Demonstration-Retrieved In-context Learning Man Luo Xin Xu Zhuyun Dai Panupong Pasupat Mehran Kazemi Chitta Baral Vaiva Imbrasaite Vincent Zhao RALM 26 48 0 23 May 2023
When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale Christos Baziotis Biao Zhang Alexandra Birch Barry Haddow 30 2 0 23 May 2023
Better Zero-Shot Reasoning with Self-Adaptive Prompting Xingchen Wan Ruoxi Sun H. Dai Sercan Ö. Arik Tomas Pfister ReLM OffRL LRM 18 48 0 23 May 2023
Revisiting Acceptability Judgements Hai Hu Ziyin Zhang Wei Huang J. Lai Aini Li Yi Ma Jiahui Huang Peng Zhang Chien-Jer Charles Lin Rui Wang 45 2 0 23 May 2023
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration Yang Deng Lizi Liao Liang Chen Hongru Wang Wenqiang Lei Tat-Seng Chua 88 80 0 23 May 2023
Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding Mutian He Philip N. Garner ELM AI4MH LRM 48 22 0 22 May 2023
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method Yiming Wang Zhuosheng Zhang Rui Wang 44 79 0 22 May 2023
Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation Zhenwen Liang Wenhao Yu Tanmay Rajpurohit Peter Clark Xiangliang Zhang Ashwin Kaylan 34 37 0 22 May 2023
A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity Shayne Longpre Gregory Yauney Emily Reif Katherine Lee Adam Roberts ... Denny Zhou Jason W. Wei Kevin Robinson David M. Mimno Daphne Ippolito 31 150 0 22 May 2023
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities Yuqi Zhu Xiaohan Wang Jing Chen Shuofei Qiao Yixin Ou Yunzhi Yao Shumin Deng Huajun Chen Ningyu Zhang LLMAG 41 111 0 22 May 2023
Can Large Language Models emulate an inductive Thematic Analysis of semi-structured interviews? An exploration and provocation on the limits of the approach and the model S. Paoli 21 26 0 22 May 2023
Lion: Adversarial Distillation of Proprietary Large Language Models Yuxin Jiang Chunkit Chan Mingyang Chen Wei Wang ALM 33 23 0 22 May 2023
Explaining Emergent In-Context Learning as Kernel Regression Chi Han Ziqi Wang Haiying Zhao Heng Ji LRM 35 12 0 22 May 2023
TheoremQA: A Theorem-driven Question Answering dataset Wenhu Chen Ming Yin Max W.F. Ku Pan Lu Yixin Wan Xueguang Ma Jianyu Xu Xinyi Wang Tony Xia AIMat 38 125 0 21 May 2023
GPT-3.5, GPT-4, or BARD? Evaluating LLMs Reasoning Ability in Zero-Shot Setting and Performance Boosting Through Prompts Jessica Nayeli López Espejel E. Ettifouri Mahaman Sanoussi Yahaya Alassan El Mehdi Chouham Walid Dahhane ELM LRM 34 85 0 21 May 2023
Gene Set Summarization using Large Language Models marcin p. joachimiak J. H. Caufield N. Harris Hyeongsik Kim Christopher J. Mungall 31 18 0 21 May 2023
Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning Liangming Pan Alon Albalak Xinyi Wang William Yang Wang ReLM LRM AI4CE 49 234 0 20 May 2023
OPT-R: Exploring the Role of Explanations in Finetuning and Prompting for Reasoning Skills of Large Language Models Badr AlKhamissi Siddharth Verma Ping Yu Zhijing Jin Asli Celikyilmaz Mona T. Diab LRM ReLM 35 10 0 19 May 2023
Scaling laws for language encoding models in fMRI Richard Antonello Aditya R. Vaidya Alexander G. Huth MedIm 30 57 0 19 May 2023
Multimodal Web Navigation with Instruction-Finetuned Foundation Models Hiroki Furuta Kuang-Huei Lee Ofir Nachum Yutaka Matsuo Aleksandra Faust S. Gu Izzeddin Gur LM&Ro 36 93 0 19 May 2023
Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs Hongru Wang Rui Wang Fei Mi Yang Deng Zezhong Wang Bin Liang Ruifeng Xu Kam-Fai Wong LRM 41 58 0 19 May 2023
LLM-Pruner: On the Structural Pruning of Large Language Models Xinyin Ma Gongfan Fang Xinchao Wang 32 372 0 19 May 2023
Post Hoc Explanations of Language Models Can Improve Language Models Satyapriya Krishna Jiaqi Ma Dylan Slack Asma Ghandeharioun Sameer Singh Himabindu Lakkaraju ReLM LRM 30 54 0 19 May 2023
Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning Po-Nien Kung Nanyun Peng 17 49 0 19 May 2023
Prompting the Hidden Talent of Web-Scale Speech Models for Zero-Shot Task Generalization Puyuan Peng Brian Yan Shinji Watanabe David Harwath VLM LRM 40 46 0 18 May 2023
One-Prompt to Segment All Medical Images Junde Wu Jiayuan Zhu Yueming Jin Min Xu VLM MedIm 27 28 0 17 May 2023
Prompt Engineering for Transformer-based Chemical Similarity Search Identifies Structurally Distinct Functional Analogues Clayton W. Kosonocky Aaron L. Feller Claus O. Wilke A. D. Ellington 14 0 0 17 May 2023
Large Language Models Leverage External Knowledge to Extend Clinical Insight Beyond Language Boundaries Jiageng Wu X. Wu Zhaopeng Qiu Minghui Li Yingying Zhang Yefeng Zheng Changzheng Yuan Jie Yang LM&MA ELM AI4MH 26 16 0 17 May 2023
Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback Yao Fu Hao-Chun Peng Tushar Khot Mirella Lapata LLMAG 51 172 0 17 May 2023
Knowledge Graph Completion Models are Few-shot Learners: An Empirical Study of Relation Labeling in E-commerce with LLMs Jiaoayan Chen Luyi Ma Xiaohan Li Nikhil Thakurdesai Jianpeng Xu Jason H. D. Cho Kaushiki Nag Evren Körpeoglu Sushant Kumar Kannan Achan 41 25 0 17 May 2023
SatLM: Satisfiability-Aided Language Models Using Declarative Prompting Xi Ye Qiaochu Chen Işıl Dillig Greg Durrett ReLM ReCod LRM 40 63 0 16 May 2023
Maybe Only 0.5% Data is Needed: A Preliminary Exploration of Low Training Data Instruction Tuning Haowen Chen Yiming Zhang Qi Zhang Hantao Yang Xiaomeng Hu Xuetao Ma Yifan YangGong Jun Zhao ALM 69 47 0 16 May 2023
DATED: Guidelines for Creating Synthetic Datasets for Engineering Design Applications Cyril Picard Jürg Schiffmann Faez Ahmed 40 8 0 15 May 2023
Text Classification via Large Language Models Xiaofei Sun Xiaoya Li Jiwei Li Fei Wu Shangwei Guo Tianwei Zhang Guoyin Wang RALM LRM 40 139 0 15 May 2023
Leveraging Large Language Models in Conversational Recommender Systems Luke Friedman Sameer Ahuja David Allen Zhenning Tan Hakim Sidahmed ... Ajay Patel Harsh Lara Brian Chu Zexiang Chen Manoj Kumar Tiwari 32 104 0 13 May 2023
Dual Use Concerns of Generative AI and Large Language Models A. Grinbaum Laurynas Adomaitis MedIm AI4CE 31 14 0 13 May 2023
Learning to Reason over Scene Graphs: A Case Study of Finetuning GPT-2 into a Robot Language Model for Grounded Task Planning Georgia Chalvatzaki A. Younes Daljeet Nandha An T. Le Leonardo F. R. Ribeiro Iryna Gurevych LM&Ro LRM LLMAG 30 30 0 12 May 2023
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting Haoyang Huang Tianyi Tang Dongdong Zhang Wayne Xin Zhao Ting Song Yan Xia Furu Wei LRM 40 154 0 11 May 2023
ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Language Models Qijiong Liu Nuo Chen Tetsuya Sakai Xiao-Ming Wu 39 51 0 11 May 2023
How Good are Commercial Large Language Models on African Languages? Jessica Ojo Kelechi Ogueji 31 5 0 11 May 2023
Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction Wang-Cheng Kang Jianmo Ni Nikhil Mehta M. Sathiamoorthy Lichan Hong Ed H. Chi D. Cheng 18 116 0 10 May 2023
Automatic Evaluation of Attribution by Large Language Models Xiang Yue Boshi Wang Ziru Chen Kai Zhang Yu-Chuan Su Huan Sun ALM LRM HILM 41 55 0 10 May 2023
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge Jiangjie Chen Wei Shi Ziquan Fu Sijie Cheng Lei Li Yanghua Xiao 35 46 0 10 May 2023
TidyBot: Personalized Robot Assistance with Large Language Models Jimmy Wu Rika Antonova Adam Kan Marion Lepert Andy Zeng Shuran Song Jeannette Bohg Szymon Rusinkiewicz Thomas Funkhouser LM&Ro 41 286 0 09 May 2023