An Overview on Language Models: Recent Developments and Outlook

10 March 2023

Bin Wang

Papers citing "An Overview on Language Models: Recent Developments and Outlook"

34 / 34 papers shown

Title
Unsupervised Speech Segmentation: A General Approach Using Speech Language Models Avishai Elmakies Omri Abend Yossi Adi 28 1 0 08 Jan 2025
Optimal Design for Reward Modeling in RLHF Antoine Scheid Etienne Boursier Alain Durmus Michael I. Jordan Pierre Ménard Eric Moulines Michal Valko OffRL 40 5 0 22 Oct 2024
Stars, Stripes, and Silicon: Unravelling the ChatGPT's All-American, Monochrome, Cis-centric Bias Federico Torrielli 23 0 0 02 Oct 2024
Word Embedding Dimension Reduction via Weakly-Supervised Feature Selection Jintang Xue Yun Cheng Wang Chengwei Wei C.-C. Jay Kuo 23 0 0 17 Jul 2024
Good Intentions, Risky Inventions: A Method for Assessing the Risks and Benefits of AI in Mobile and Wearable Uses Marios Constantinides Edyta Bogucka S. Šćepanović Daniele Quercia 29 6 0 12 Jul 2024
A Complete Survey on LLM-based AI Chatbots Sumit Kumar Dam Choong Seon Hong Yu Qiao Chaoning Zhang 57 51 0 17 Jun 2024
XL3M: A Training-free Framework for LLM Length Extension Based on Segment-wise Inference Shengnan Wang Youhui Bai Lin Zhang Pingyi Zhou Shixiong Zhao Gong Zhang Sen Wang Renhai Chen Hua Xu Hongwei Sun 31 2 0 28 May 2024
The global landscape of academic guidelines for generative AI and Large Language Models Junfeng Jiao S. Afroogh Kevin Chen David Atkinson Amit Dhurandhar 29 4 0 26 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
Exploring prompts to elicit memorization in masked language model-based named entity recognition Yuxi Xia Anastasiia Sedova Pedro Henrique Luz de Araujo Vasiliki Kougia Lisa Nussbaumer Benjamin Roth 23 1 0 05 May 2024
Resilience of Large Language Models for Noisy Instructions Bin Wang Chengwei Wei Zhengyuan Liu Geyu Lin Nancy F. Chen 45 11 0 15 Apr 2024
GWPT: A Green Word-Embedding-based POS Tagger Chengwei Wei Runqi Pang C.-C. Jay Kuo VLM 13 2 0 15 Jan 2024
Knowledge Sharing in Manufacturing using Large Language Models: User Evaluation and Model Benchmarking Samuel Kernan Freire Chaofan Wang Mina Foosherian S. Wellsandt Santiago Ruiz-Arenas E. Niforatos 43 2 0 10 Jan 2024
Large Language Models: The Need for Nuance in Current Debates and a Pragmatic Perspective on Understanding Bram van Dijk Tom Kouwenhoven M. Spruit Max J. van Duijn 21 19 0 30 Oct 2023
Instructive Dialogue Summarization with Query Aggregations Bin Wang Zhengyuan Liu Nancy F. Chen 19 3 0 17 Oct 2023
People's Perceptions Toward Bias and Related Concepts in Large Language Models: A Systematic Review Lu Wang Max Song R. Rezapour Bum Chul Kwon Jina Huh-Yoo AI4CE 30 1 0 25 Sep 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 29 158 0 25 Sep 2023
Bias and Fairness in Chatbots: An Overview Jintang Xue Yun Cheng Wang Chengwei Wei Xiaofeng Liu Jonghye Woo C.-C. Jay Kuo 34 29 0 16 Sep 2023
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning Bin Wang Zhengyuan Liu Xin Huang Fangkai Jiao Yang Ding A. Aw Nancy F. Chen LRM 24 63 0 09 Sep 2023
Ensemble linear interpolators: The role of ensembling Mingqi Wu Qiang Sun 22 2 0 06 Sep 2023
Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection Benjamin C. Warner Ziqi Xu S. Haroutounian Thomas Kannampallil Chenyang Lu 22 2 0 19 Aug 2023
An Overview on Generative AI at Scale with Edge-Cloud Computing Yun Cheng Wang Jintang Xue Chengwei Wei C.-C. Jay Kuo 24 30 0 02 Jun 2023
GPT Models in Construction Industry: Opportunities, Limitations, and a Use Case Validation Abdullahi Saka Ridwan Taiwo Nurudeen Saka B. Salami Saheed Ajayi Kabiru O. Akande Hadi Kazemi 24 59 0 30 May 2023
Green Learning: Introduction, Examples and Outlook C.-C. Jay Kuo A. Madni 65 71 0 03 Oct 2022
A Focused Study on Sequence Length for Dialogue Summarization Bin Wang Chen Zhang Chengwei Wei Haizhou Li 8 8 0 24 Sep 2022
A Survey on Green Deep Learning Jingjing Xu Wangchunshu Zhou Zhiyi Fu Hao Zhou Lei Li VLM 73 83 0 08 Nov 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,844 0 18 Apr 2021
Robustness Gym: Unifying the NLP Evaluation Landscape Karan Goel Nazneen Rajani Jesse Vig Samson Tan Jason M. Wu Stephan Zheng Caiming Xiong Mohit Bansal Christopher Ré AAML OffRL OOD 146 136 0 13 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,918 0 31 Dec 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,450 0 18 Mar 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 228 4,460 0 23 Jan 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,587 0 21 Jan 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 413 2,584 0 03 Sep 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,950 0 20 Apr 2018