Title
NewsDialogues: Towards Proactive News Grounded Conversation Siheng Li Yichun Yin Cheng Yang Wangjie Jiang Yiwei Li Ze-Long Cheng Lifeng Shang Xin Jiang Qun Liu Yujiu Yang 29 5 0 12 Aug 2023
Assessing Student Errors in Experimentation Using Artificial Intelligence and Large Language Models: A Comparative Study with Human Raters Arne Bewersdorff Kathrin Seßler Armin Baur Enkelejda Kasneci Claudia Nerdel 18 37 0 11 Aug 2023
Curricular Transfer Learning for Sentence Encoded Tasks Jader Martins Camboim de Sá Matheus Ferraroni Sanches R. R. Souza Júlio Cesar dos Reis Leandro A. Villas 21 0 0 03 Aug 2023
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models Cheng-Yu Hsieh Sibei Chen Chun-Liang Li Yasuhisa Fujii Alexander Ratner Chen-Yu Lee Ranjay Krishna Tomas Pfister LLMAG SyDa 46 41 0 01 Aug 2023
A Benchmark for Understanding Dialogue Safety in Mental Health Support Huachuan Qiu Tong Zhao Anqi Li Shuai Zhang Hongliang He Zhenzhong Lan 35 9 0 31 Jul 2023
Low-Parameter Federated Learning with Large Language Models Jing Jiang Xiangyang Liu Chenyou Fan 26 24 0 26 Jul 2023
Mini-Giants: "Small" Language Models and Open Source Win-Win Zhengping Zhou Lezhi Li Xinxi Chen Andy Li SyDa ALM MoE 29 6 0 17 Jul 2023
Leveraging Contextual Counterfactuals Toward Belief Calibration Qiuyi Zhang Zhang Michael S. Lee Sherol Chen 29 1 0 13 Jul 2023
Continual Learning as Computationally Constrained Reinforcement Learning Saurabh Kumar Henrik Marklund Anand Srinivasa Rao Yifan Zhu Hong Jun Jeon Yueyang Liu Benjamin Van Roy CLL 27 22 0 10 Jul 2023
ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey S. Mohamadi G. Mujtaba Ngan Le Gianfranco Doretto Don Adjeroh LM&MA AI4MH 26 21 0 09 Jul 2023
Lost in the Middle: How Language Models Use Long Contexts Nelson F. Liu Kevin Lin John Hewitt Ashwin Paranjape Michele Bevilacqua Fabio Petroni Percy Liang RALM 40 1,404 0 06 Jul 2023
Recommender Systems in the Era of Large Language Models (LLMs) Zihuai Zhao Wenqi Fan Jiatong Li Yunqing Liu Xiaowei Mei ... Zhen Wen Fei Wang Xiangyu Zhao Jiliang Tang Qing Li KELM 63 309 0 05 Jul 2023
ClinicalGPT: Large Language Models Finetuned with Diverse Medical Data and Comprehensive Evaluation Guangyu Wang Guoxing Yang Zongxin Du Longjun Fan Xiaohu Li LM&MA ELM AI4MH 14 79 0 16 Jun 2023
Clickbait Detection via Large Language Models H. Wang Yi Zhu Ye Wang Yun Li Yunhao Yuan Jipeng Qiang 26 3 0 16 Jun 2023
DiPlomat: A Dialogue Dataset for Situated Pragmatic Reasoning Hengli Li Songchun Zhu Zilong Zheng 11 8 0 15 Jun 2023
Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models Lingxi Xie Longhui Wei Xiaopeng Zhang Kaifeng Bi Xiaotao Gu Jianlong Chang Qi Tian 33 7 0 14 Jun 2023
LiveChat: A Large-Scale Personalized Dialogue Dataset Automatically Constructed from Live Streaming Jingsheng Gao Yixin Lian Ziyi Zhou Yuzhuo Fu Baoyuan Wang 26 17 0 14 Jun 2023
An Invariant Learning Characterization of Controlled Text Generation Carolina Zheng Claudia Shi Keyon Vafa Amir Feder David M. Blei OOD 38 8 0 31 May 2023
Decision-Oriented Dialogue for Human-AI Collaboration Jessy Lin Nicholas Tomlin Jacob Andreas J. Eisner LLMAG 35 26 0 31 May 2023
Faith and Fate: Limits of Transformers on Compositionality Nouha Dziri Ximing Lu Melanie Sclar Xiang Lorraine Li Liwei Jian ... Sean Welleck Xiang Ren Allyson Ettinger Zaïd Harchaoui Yejin Choi ReLM LRM 30 329 0 29 May 2023
Augmenting Large Language Model Translators via Translation Memories Yongyu Mu Abudurexiti Reheman Zhiquan Cao Yuchun Fan Bei Li Yinqiao Li Tong Xiao Chunliang Zhang Jingbo Zhu LRM 38 25 0 27 May 2023
Large Language Models are Few-Shot Health Learners Xin Liu Daniel J. McDuff G. Kovács I. Galatzer-Levy Jacob Sunshine Jiening Zhan M. Poh Shun Liao P. Achille Shwetak N. Patel LM&MA AI4MH 39 100 0 24 May 2023
Large Language Models for User Interest Journeys Konstantina Christakopoulou Alberto Lalama Cj Adams Iris Qu Yifat Amir ... Dina Bseiso Sarah Scodel Lucas Dixon Ed H. Chi Minmin Chen 19 25 0 24 May 2023
Emergent inabilities? Inverse scaling over the course of pretraining J. Michaelov Benjamin Bergen LRM ReLM 22 3 0 24 May 2023
Improving Factuality and Reasoning in Language Models through Multiagent Debate Yilun Du Shuang Li Antonio Torralba J. Tenenbaum Igor Mordatch LLMAG LRM 44 606 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
GPT-SW3: An Autoregressive Language Model for the Nordic Languages Ariel Ekgren Amaru Cuba Gyllensten Felix Stollenwerk Joey Öhman T. Isbister Evangelia Gogoulou F. Carlsson Alice Heiman Judit Casademont Magnus Sahlgren 29 13 0 22 May 2023
Continually Improving Extractive QA via Human Feedback Ge Gao Hung-Ting Chen Yoav Artzi Eunsol Choi 26 12 0 21 May 2023
Can Public Large Language Models Help Private Cross-device Federated Learning? Wei Ping Yibo Jacky Zhang Yuan Cao Bo-wen Li H. B. McMahan Sewoong Oh Zheng Xu Manzil Zaheer FedML 29 37 0 20 May 2023
Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate Kai Xiong Xiao Ding Yixin Cao Ting Liu Bing Qin 21 59 0 19 May 2023
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings Shibo Hao Tianyang Liu Zhen Wang Zhiting Hu RALM LLMAG 60 173 0 19 May 2023
Comparing Machines and Children: Using Developmental Psychology Experiments to Assess the Strengths and Weaknesses of LaMDA Responses Eliza Kosoy Emily Rose Reagan Leslie Y. Lai Alison Gopnik Danielle Krettek Cobb 24 9 0 18 May 2023
Statistical Knowledge Assessment for Large Language Models Qingxiu Dong Jingjing Xu Lingpeng Kong Zhifang Sui Lei Li HILM 44 6 0 17 May 2023
PaLM 2 Technical Report Rohan Anil Andrew M. Dai Orhan Firat Melvin Johnson Dmitry Lepikhin ... Ce Zheng Wei Zhou Denny Zhou Slav Petrov Yonghui Wu ReLM LRM 113 1,148 0 17 May 2023
ProKnow: Process Knowledge for Safety Constrained and Explainable Question Generation for Mental Health Diagnostic Assistance Kaushik Roy Manas Gaur Misagh Soltani Vipula Rawte Ashwin Kalyan Amit P. Sheth AI4MH 35 27 0 13 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 32 102 0 13 May 2023
Prompt Learning to Mitigate Catastrophic Forgetting in Cross-lingual Transfer for Open-domain Dialogue Generation Lei Liu J. Huang CLL 29 2 0 12 May 2023
Prompted LLMs as Chatbot Modules for Long Open-domain Conversation Gibbeum Lee Volker Hartmann Jongho Park Dimitris Papailiopoulos Kangwook Lee 27 62 0 08 May 2023
The Application of Affective Measures in Text-based Emotion Aware Recommender Systems John Kalung Leung Igor Griva W. Kennedy J. Kinser Sohyun Park Seoyoon Lee 26 2 0 04 May 2023
CodeGen2: Lessons for Training LLMs on Programming and Natural Languages Erik Nijkamp A. Ghobadzadeh Caiming Xiong Silvio Savarese Yingbo Zhou 152 164 0 03 May 2023
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models Jiashuo Sun Yi Luo Yeyun Gong Chen Lin Yelong Shen Jian Guo Nan Duan LRM 41 19 0 23 Apr 2023
Divide and Prompt: Chain of Thought Prompting for Text-to-SQL X. Liu Zhao Tan ReLM LRM 34 14 0 23 Apr 2023
Progressive-Hint Prompting Improves Reasoning in Large Language Models Chuanyang Zheng Zhengying Liu Enze Xie Zhenguo Li Yu Li LLMAG ReLM LRM 41 103 0 19 Apr 2023
The Design Space of Generative Models Meredith Ringel Morris Carrie J. Cai J. Holbrook Chinmay Kulkarni Michael Terry 3DV 15 28 0 15 Apr 2023
A Survey of Resources and Methods for Natural Language Processing of Serbian Language U. Marovac A. Avdić Nikola Milosevic 31 1 0 11 Apr 2023
Learnings from Data Integration for Augmented Language Models A. Halevy Jane Dwivedi-Yu 30 14 0 10 Apr 2023
Making AI Less "Thirsty": Uncovering and Addressing the Secret Water Footprint of AI Models Pengfei Li Jianyi Yang M. A. Islam Shaolei Ren 83 122 0 06 Apr 2023
The Vector Grounding Problem Dimitri Coelho Mollo Raphael Milliere 41 26 0 04 Apr 2023
Scientists' Perspectives on the Potential for Generative AI in their Fields Meredith Ringel Morris AI4CE 30 38 0 04 Apr 2023
Evaluating Large Language Models on a Highly-specialized Topic, Radiation Oncology Physics J. Holmes Zheng Liu Lian-Cheng Zhang Yuzhen Ding Terence T. Sio ... Jonathan B. Ashman Xiang Li Tianming Liu Jiajian Shen Wei Liu LM&MA AI4CE ELM 30 120 0 01 Apr 2023