Title
PsyEval: A Suite of Mental Health Related Tasks for Evaluating Large Language Models Haoan Jin Siyuan Chen Dilawaier Dilixiati Yewei Jiang Mengyue Wu Ke Zhu ELM AI4MH LM&MA 45 4 0 15 Nov 2023
When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks Hao Peng Xiaozhi Wang Jianhui Chen Weikai Li Y. Qi ... Zhili Wu Kaisheng Zeng Bin Xu Lei Hou Juanzi Li 31 28 0 15 Nov 2023
Context Unlocks Emotions: Text-based Emotion Classification Dataset Auditing with Large Language Models Daniel Yang Aditya Kommineni Mohammad Alshehri Nilamadhab Mohanty Vedant Modi Jonathan Gratch Shrikanth Narayanan 15 3 0 06 Nov 2023
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation Minzhi Li Taiwei Shi Caleb Ziems Min-Yen Kan Nancy F. Chen Zhengyuan Liu Diyi Yang 29 68 0 24 Oct 2023
Evaluating Subjective Cognitive Appraisals of Emotions from Large Language Models Hongli Zhan Desmond C. Ong Junyi Jessy Li 94 7 0 22 Oct 2023
Safe RLHF: Safe Reinforcement Learning from Human Feedback Josef Dai Xuehai Pan Ruiyang Sun Jiaming Ji Xinbo Xu Mickel Liu Yizhou Wang Yaodong Yang 29 289 0 19 Oct 2023
Bias in Emotion Recognition with ChatGPT Naoki Wake Atsushi Kanehira Kazuhiro Sasabuchi Jun Takamatsu Katsushi Ikeuchi AI4MH 27 11 0 18 Oct 2023
Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding Caoyun Fan Jidong Tian Yitian Li Wenqing Chen Hao He Yaohui Jin LRM 32 3 0 18 Oct 2023
Denevil: Towards Deciphering and Navigating the Ethical Values of Large Language Models via Instruction Learning Shitong Duan Xiaoyuan Yi Peng Zhang T. Lu Xing Xie Ning Gu 21 9 0 17 Oct 2023
Automated Claim Matching with Large Language Models: Empowering Fact-Checkers in the Fight Against Misinformation Eun Cheol Choi Emilio Ferrara 31 17 0 13 Oct 2023
A ML-LLM pairing for better code comment classification Hanna Abi Akl 32 2 0 13 Oct 2023
GLoRE: Evaluating Logical Reasoning of Large Language Models Hanmeng Liu Zhiyang Teng Ruoxi Ning Jian Liu Qiji Zhou Yuexin Zhang Yue Zhang ReLM ELM LRM 70 7 0 13 Oct 2023
Multiclass Classification of Policy Documents with Large Language Models Erkan Gunes Christoffer Florczak 25 1 0 12 Oct 2023
A New Benchmark and Reverse Validation Method for Passage-level Hallucination Detection Shiping Yang Renliang Sun Xiao-Yi Wan HILM 34 41 0 10 Oct 2023
Factuality Challenges in the Era of Large Language Models Isabelle Augenstein Timothy Baldwin Meeyoung Cha Tanmoy Chakraborty Giovanni Luca Ciampaglia ... Rubén Míguez Preslav Nakov Dietram A. Scheufele Shivam Sharma Giovanni Zagni HILM 34 41 0 08 Oct 2023
DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks A. Maritan Jiaao Chen S. Dey Luca Schenato Diyi Yang Xing Xie ELM LRM 24 42 0 29 Sep 2023
How many words does ChatGPT know? The answer is ChatWords Gonzalo Martínez Javier Conde Pedro Reviriego Elena Merino-Gómez José Alberto Hernández Fabrizio Lombardi AI4MH 9 5 0 28 Sep 2023
Language Models as a Service: Overview of a New Paradigm and its Challenges Emanuele La Malfa Aleksandar Petrov Simon Frieder Christoph Weinhuber Ryan Burnell Raza Nazar Anthony Cohn Nigel Shadbolt Michael Wooldridge ALM ELM 35 3 0 28 Sep 2023
Bridging the Gulf of Envisioning: Cognitive Design Challenges in LLM Interfaces Hariharan Subramonyam Roy Pea Christopher Pondoc Maneesh Agrawala Colleen M. Seifert 40 47 0 25 Sep 2023
Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection Beizhe Hu Qiang Sheng Juan Cao Yuhui Shi Yang Li Danding Wang Peng Qi 31 81 0 21 Sep 2023
AI (r)evolution -- where are we heading? Thoughts about the future of music and sound technologies in the era of deep learning Giovanni Bindi Nils Demerlé Rodrigo Diaz David Genova Aliénor Golvet ... Yixiao Zhang Axel Roebel Nick Bryan-Kinns Jean-Louis Giavitto M. Barthet 11 0 0 20 Sep 2023
Self-Consistent Narrative Prompts on Abductive Natural Language Inference Chunkit Chan Xin Liu Tszho Chan Cheng Jiayang Yangqiu Song Ginny Wong Simon See LRM 33 6 0 15 Sep 2023
ChatGPT v Bard v Bing v Claude 2 v Aria v human-expert. How good are AI chatbots at scientific writing? Edisa Lozić Benjamin Štular 34 30 0 14 Sep 2023
Assessing the nature of large language models: A caution against anthropocentrism Ann Speed ELM AI4MH 21 3 0 14 Sep 2023
Leveraging Large Language Models for Automated Dialogue Analysis Sarah E. Finch Ellie S. Paek Jinho D. Choi LLMAG 37 20 0 12 Sep 2023
Exploring the effectiveness of ChatGPT-based feedback compared with teacher feedback and self-feedback: Evidence from Chinese to English translation Siyi Cao Linping Zhong 21 11 0 04 Sep 2023
UniSA: Unified Generative Framework for Sentiment Analysis Zaijing Li Ting-En Lin Yuchuan Wu Meng Liu Fengxiao Tang Mingde Zhao Yongbin Li 29 16 0 04 Sep 2023
A Wide Evaluation of ChatGPT on Affective Computing Tasks Mostafa M. Amin Rui Mao Erik Cambria Björn W. Schuller AI4MH 29 27 0 26 Aug 2023
GPTEval: A Survey on Assessments of ChatGPT and GPT-4 Rui Mao Guanyi Chen Xulang Zhang Frank Guerin Erik Cambria ELM LM&MA 33 101 0 24 Aug 2023
Diversity Measures: Domain-Independent Proxies for Failure in Language Model Queries Noel Ngu Nathaniel Lee Paulo Shakarian 18 4 0 22 Aug 2023
Refashioning Emotion Recognition Modelling: The Advent of Generalised Large Models Zixing Zhang Liyizhe Peng Tao Pang Jing Han Huan Zhao Bjorn W. Schuller 34 13 0 21 Aug 2023
Learning Concise and Descriptive Attributes for Visual Recognition Andy Yan Yu-Xiang Wang Yiwu Zhong Chengyu Dong Zexue He Yujie Lu William Wang Jingbo Shang Julian McAuley VLM 24 60 0 07 Aug 2023
Is Stack Overflow Obsolete? An Empirical Study of the Characteristics of ChatGPT Answers to Stack Overflow Questions Samia Kabir David N. Udo-Imeh Bonan Kou Tianyi Zhang ELM 22 66 0 04 Aug 2023
Causality Guided Disentanglement for Cross-Platform Hate Speech Detection Paras Sheth Tharindu Kumarage Raha Moraffah Amanat Chadha Huan Liu 29 7 0 03 Aug 2023
Fighting Fire with Fire: Can ChatGPT Detect AI-generated Text? Amrita Bhattacharjee Huang Liu DeLMO 19 56 0 02 Aug 2023
Language models as master equation solvers Chuanbo Liu Jin Wang 33 0 0 29 Jul 2023
Testing the Depth of ChatGPT's Comprehension via Cross-Modal Tasks Based on ASCII-Art: GPT3.5's Abilities in Regard to Recognizing and Generating ASCII-Art Are Not Totally Lacking David Bayani MLLM 33 5 0 28 Jul 2023
Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data Xuhai Xu Bingsheng Yao Yu Dong Saadia Gabriel Hongfeng Yu James A. Hendler Marzyeh Ghassemi A. Dey Dakuo Wang LM&MA CLL AI4MH 48 64 0 26 Jul 2023
Multimodal Document Analytics for Banking Process Automation C. Gerling Stefan Lessmann 30 3 0 21 Jul 2023
Code Detection for Hardware Acceleration Using Large Language Models Pablo Antonio Martínez Gregorio Bernabé J. M. García 23 2 0 19 Jul 2023
Dialogue Agents 101: A Beginner's Guide to Critical Ingredients for Designing Effective Conversational Systems Shivani Kumar S. Bhatia Milan Aggarwal Tanmoy Chakraborty 24 1 0 14 Jul 2023
Can ChatGPT's Responses Boost Traditional Natural Language Processing? Mostafa M. Amin Erik Cambria Björn W. Schuller AI4MH 24 12 0 06 Jul 2023
Public Attitudes Toward ChatGPT on Twitter: Sentiments, Topics, and Occupations Ratanond Koonchanok Ya-Chen Pan Hyeju Jang AI4MH 15 8 0 22 Jun 2023
Artificial Artificial Artificial Intelligence: Crowd Workers Widely Use Large Language Models for Text Production Tasks V. Veselovsky Manoel Horta Ribeiro Robert West 28 130 0 13 Jun 2023
TART: A plug-and-play Transformer module for task-agnostic reasoning Kush S. Bhatia A. Narayan Chris De Sa Christopher Ré LRM ReLM VLM 28 14 0 13 Jun 2023
Enhancing In-Context Learning with Answer Feedback for Multi-Span Question Answering Zixian Huang Jiaying Zhou Gengyang Xiao Gong Cheng KELM 11 10 0 07 Jun 2023
ChatGPT is a Remarkable Tool -- For Experts A. Azaria Rina Azoulay-Schwartz S. Reches 22 58 0 02 Jun 2023
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets Md Tahmid Rahman Laskar M Saiful Bari Mizanur Rahman Md Amran Hossen Bhuiyan Shafiq R. Joty J. Huang LM&MA ELM ALM 41 179 0 29 May 2023
Evaluate What You Can't Evaluate: Unassessable Quality for Generated Response Yongkang Liu Shi Feng Daling Wang Yifei Zhang Hinrich Schütze ALM ELM 31 1 0 24 May 2023
Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks Haoqi Zheng Qihuang Zhong Liang Ding Zhiliang Tian Xin-Yi Niu Dongsheng Li Dacheng Tao VLM 37 6 0 22 May 2023