Title
Enhancing user experience in large language models through human-centered design: Integrating theoretical insights with an experimental study to meet diverse software learning needs with a single document knowledge base Yuchen Wang Yin-Shan Lin Ruixin Huang Jinyin Wang Sensen Liu 21 7 0 19 May 2024
Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees Yu Gui Ying Jin Zhimei Ren MedIm 30 18 0 16 May 2024
Navigating LLM Ethics: Advancements, Challenges, and Future Directions Junfeng Jiao S. Afroogh Yiming Xu Connor Phillips AILaw 60 19 0 14 May 2024
Believing Anthropomorphism: Examining the Role of Anthropomorphic Cues on Trust in Large Language Models Michelle Cohn Mahima Pushkarna Gbolahan O. Olanubi Joseph M. Moran Daniel Padgett Zion Mengesha Courtney Heldreth 13 17 0 09 May 2024
Unveiling LLM Evaluation Focused on Metrics: Challenges and Solutions Taojun Hu Xiao-Hua Zhou ELM 33 12 0 14 Apr 2024
"I'm categorizing LLM as a productivity tool": Examining ethics of LLM use in HCI research practices Shivani Kapania Ruiyi Wang Toby Jia-Jun Li Tianshi Li Hong Shen 34 7 0 28 Mar 2024
Measuring Political Bias in Large Language Models: What Is Said and How It Is Said Yejin Bang Delong Chen Nayeon Lee Pascale Fung 29 25 0 27 Mar 2024
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models Xinpeng Wang Shitong Duan Xiaoyuan Yi Jing Yao Shanlin Zhou Zhihua Wei Peng Zhang Dongkuan Xu Maosong Sun Xing Xie OffRL 35 16 0 07 Mar 2024
Best of Both Worlds: A Pliable and Generalizable Neuro-Symbolic Approach for Relation Classification Robert Vacareanu F. Alam M. Islam Haris Riaz Mihai Surdeanu NAI 21 2 0 05 Mar 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 56 17 0 28 Feb 2024
COBIAS: Assessing the Contextual Reliability of Bias Benchmarks for Language Models Priyanshul Govil Hemang Jain Vamshi Bonagiri Aman Chadha Ponnurangam Kumaraguru Manas Gaur S. Dey 47 2 0 22 Feb 2024
Large Language Models are Vulnerable to Bait-and-Switch Attacks for Generating Harmful Content Federico Bianchi James Y. Zou 32 4 0 21 Feb 2024
SaGE: Evaluating Moral Consistency in Large Language Models Vamshi Bonagiri Sreeram Vennam Priyanshul Govil Ponnurangam Kumaraguru Manas Gaur ELM 54 0 0 21 Feb 2024
Soft Self-Consistency Improves Language Model Agents Han Wang Archiki Prasad Elias Stengel-Eskin Mohit Bansal LLMAG 24 7 0 20 Feb 2024
ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs Fengqing Jiang Zhangchen Xu Luyao Niu Zhen Xiang Bhaskar Ramasubramanian Bo Li Radha Poovendran 31 86 0 19 Feb 2024
Trustworthy Distributed AI Systems: Robustness, Privacy, and Governance Wenqi Wei Ling Liu 25 16 0 02 Feb 2024
ReGAL: Refactoring Programs to Discover Generalizable Abstractions Elias Stengel-Eskin Archiki Prasad Mohit Bansal 23 13 0 29 Jan 2024
Black-Box Access is Insufficient for Rigorous AI Audits Stephen Casper Carson Ezell Charlotte Siegmann Noam Kolt Taylor Lynn Curtis ... Michael Gerovitch David Bau Max Tegmark David M. Krueger Dylan Hadfield-Menell AAML 20 76 0 25 Jan 2024
The Typing Cure: Experiences with Large Language Model Chatbots for Mental Health Support Inhwa Song Sachin R. Pendse Neha Kumar Munmun De Choudhury AI4MH 33 16 0 25 Jan 2024
Multilingual large language models leak human stereotypes across language boundaries Yang Trista Cao Anna Sotnikova Jieyu Zhao Linda X. Zou Rachel Rudinger Hal Daumé PILM 23 10 0 12 Dec 2023
Potential Societal Biases of ChatGPT in Higher Education: A Scoping Review Ming Li Ariunaa Enkhtur B. Yamamoto Fei Cheng Lilan Chen AI4CE 26 3 0 24 Nov 2023
Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks Rahul Ramesh Ekdeep Singh Lubana Mikail Khona Robert P. Dick Hidenori Tanaka CoGe 33 6 0 21 Nov 2023
Uncovering Intermediate Variables in Transformers using Circuit Probing Michael A. Lepori Thomas Serre Ellie Pavlick 72 7 0 07 Nov 2023
Privacy Preserving Large Language Models: ChatGPT Case Study Based Vision and Framework Imdad Ullah Najm Hassan S. Gill Basem Suleiman T. Ahanger Zawar Shah Junaid Qadir S. Kanhere 35 16 0 19 Oct 2023
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models Wenqi Jiang Marco Zeller R. Waleffe Torsten Hoefler Gustavo Alonso 47 16 0 15 Oct 2023
The Role of Inclusion, Control, and Ownership in Workplace AI-Mediated Communication Kowe Kadoma Marianne Aubin Le Quere Jenny Fu Christin Munsch D. Metaxa Mor Naaman 24 11 0 20 Sep 2023
Generative AI Text Classification using Ensemble LLM Approaches Harika Abburi Michael Suesserman Nirmala Pudota Balaji Veeramani Edward Bowen Sanmitra Bhattacharya DeLMO 19 44 0 14 Sep 2023
SHAPE: A Framework for Evaluating the Ethicality of Influence Elfia Bezou-Vrakatseli Benedikt Brückner Luke Thorburn TDI 21 3 0 08 Sep 2023
FairMonitor: A Four-Stage Automatic Framework for Detecting Stereotypes and Biases in Large Language Models Yanhong Bai Jiabao Zhao Jinxin Shi Tingjiang Wei Xingjiao Wu Liangbo He 33 0 0 21 Aug 2023
A Methodology for Generative Spelling Correction via Natural Spelling Errors Emulation across Multiple Domains and Languages Nikita Martynov Mark Baushenko Anastasia Kozlova Katerina Kolomeytseva Aleksandr Abramov Alena Fenogenova 30 2 0 18 Aug 2023
A Cost Analysis of Generative Language Models and Influence Operations Micah Musser 24 19 0 07 Aug 2023
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback Viet Dac Lai Chien Van Nguyen Nghia Trung Ngo Thuat Nguyen Franck Dernoncourt Ryan A. Rossi Thien Huu Nguyen ALM 40 128 0 29 Jul 2023
Exploring Perspectives on the Impact of Artificial Intelligence on the Creativity of Knowledge Work: Beyond Mechanised Plagiarism and Stochastic Parrots Advait Sarkar 24 31 0 20 Jul 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 90 10,977 0 18 Jul 2023
Improving Language Plasticity via Pretraining with Active Forgetting Yihong Chen Kelly Marchisio Roberta Raileanu David Ifeoluwa Adelani Pontus Stenetorp Sebastian Riedel Mikel Artetx KELM AI4CE CLL 28 23 0 03 Jul 2023
VisoGender: A dataset for benchmarking gender bias in image-text pronoun resolution S. Hall F. G. Abrantes Hanwen Zhu Grace A. Sodunke Aleksandar Shtedritski Hannah Rose Kirk CoGe 13 39 0 21 Jun 2023
Applying Standards to Advance Upstream & Downstream Ethics in Large Language Models Jose Berengueres Marybeth Sandell 25 0 0 06 Jun 2023
AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap Q. V. Liao J. Vaughan 36 158 0 02 Jun 2023
Better Zero-Shot Reasoning with Self-Adaptive Prompting Xingchen Wan Ruoxi Sun H. Dai Sercan Ö. Arik Tomas Pfister ReLM OffRL LRM 16 48 0 23 May 2023
Pengi: An Audio Language Model for Audio Tasks Soham Deshmukh Benjamin Elizalde Rita Singh Huaming Wang MLLM AuLLM 34 157 0 19 May 2023
Ethical ChatGPT: Concerns, Challenges, and Commandments Jianlong Zhou Heimo Muller Andreas Holzinger Fang Chen AILaw SILM AI4MH 20 60 0 18 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 71 1,142 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 A. Kalyan Amit P. Sheth AI4MH 33 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 32 100 0 13 May 2023
CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants A. Sun Varun Nair Elliot Schumacher Anitha Kannan 27 3 0 27 Apr 2023
The MiniPile Challenge for Data-Efficient Language Models Jean Kaddour MoE ALM 24 40 0 17 Apr 2023
chatClimate: Grounding Conversational AI in Climate Science S. Vaghefi Qian Wang V. Muccione Jingwei Ni Mathias Kraus ... Tobias Schimanski Chiara Colesanti-Senni Nicolas Webersinke Christrian Huggel Markus Leippold KELM AI4MH HILM 23 65 0 11 Apr 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 19 247 0 07 Apr 2023
REFINER: Reasoning Feedback on Intermediate Representations Debjit Paul Mete Ismayilzada Maxime Peyrard Beatriz Borges Antoine Bosselut Robert West Boi Faltings ReLM LRM 26 169 0 04 Apr 2023
Scientists' Perspectives on the Potential for Generative AI in their Fields Meredith Ringel Morris AI4CE 25 38 0 04 Apr 2023