Understanding the Capabilities, Limitations, and Societal Impact of Large Language Models

4 February 2021

Deep Ganguli

Papers citing "Understanding the Capabilities, Limitations, and Societal Impact of Large Language Models"

31 / 31 papers shown

Title
Interpretable graph-based models on multimodal biomedical data integration: A technical review and benchmarking Alireza Sadeghi F. Hajati A. Argha Nigel H Lovell Min Yang Hamid Alinejad-Rokny 29 0 0 03 May 2025
Is Less Really More? Fake News Detection with Limited Information Zhaoyang Cao John Nguyen Reza Zafarani 51 0 0 02 Apr 2025
Is Free Self-Alignment Possible? Dyah Adila Changho Shin Yijing Zhang Frederic Sala MoMe 108 2 0 24 Feb 2025
Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges Farid Ariai Gianluca Demartini ELM AILaw VLM 36 4 0 25 Oct 2024
Human-like Affective Cognition in Foundation Models Kanishk Gandhi Zoe Lynch Jan-Philipp Fränken Kayla Patterson Sharon Wambu Tobias Gerstenberg Desmond C. Ong Noah D. Goodman 47 2 0 18 Sep 2024
AI Suggestions Homogenize Writing Toward Western Styles and Diminish Cultural Nuances Dhruv Agarwal Mor Naaman Aditya Vashistha 34 16 0 17 Sep 2024
ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback Ju-Seung Byun Jiyun Chun Jihyung Kil Andrew Perrault ReLM LRM 37 1 0 25 Jun 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 33 16 0 07 Mar 2024
Multi-Bit Distortion-Free Watermarking for Large Language Models Massieh Kordi Boroujeny Ya Jiang Kai Zeng Brian L. Mark WaLM VLM 35 4 0 26 Feb 2024
Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review Luoma Ke Song Tong Peng Cheng Kaiping Peng OffRL LM&MA 56 19 0 03 Jan 2024
Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks Rahul Ramesh Ekdeep Singh Lubana Mikail Khona Robert P. Dick Hidenori Tanaka CoGe 31 6 0 21 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 24 28 0 15 Nov 2023
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation Chen Dun Mirian Hipolito Garcia Guoqing Zheng Ahmed Hassan Awadallah Anastasios Kyrillidis Robert Sim 74 6 0 04 Oct 2023
ChatGPT-4 as a Tool for Reviewing Academic Books in Spanish Jonnathan Berrezueta-Guzman Laura Malache-Silva Stephan Krusche KELM 27 2 0 20 Sep 2023
Position: Key Claims in LLM Research Have a Long Tail of Footnotes Anna Rogers A. Luccioni 40 19 0 14 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
The Utility of Large Language Models and Generative AI for Education Research Andrew Katz Umair Shakir B. Chambers AI4CE 20 6 0 29 May 2023
In-Context Impersonation Reveals Large Language Models' Strengths and Biases Leonard Salewski Stephan Alaniz Isabel Rio-Torto Eric Schulz Zeynep Akata 32 148 0 24 May 2023
On the Creativity of Large Language Models Giorgio Franceschelli Mirco Musolesi 69 51 0 27 Mar 2023
Auditing large language models: a three-layered approach Jakob Mokander Jonas Schuett Hannah Rose Kirk Luciano Floridi AILaw MLAU 37 194 0 16 Feb 2023
Inclusive Artificial Intelligence Dilip Arumugam Shi Dong Benjamin Van Roy 33 1 0 24 Dec 2022
Task Ambiguity in Humans and Language Models Alex Tamkin Kunal Handa Ava Shrestha Noah D. Goodman UQLM 29 22 0 20 Dec 2022
Foundation models in brief: A historical, socio-technical focus Johannes Schneider VLM 21 9 0 17 Dec 2022
Will It Blend? Mixing Training Paradigms & Prompting for Argument Quality Prediction Michiel van der Meer Myrthe Reuver Urja Khurana Lea Krause Selene Báez Santamaría 33 14 0 19 Sep 2022
In conversation with Artificial Intelligence: aligning language models with human values Atoosa Kasirzadeh Iason Gabriel 10 98 0 01 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 308 11,915 0 04 Mar 2022
Survey of Generative Methods for Social Media Analysis Stan Matwin Aristides Milios P. Prałat Amílcar Soares Franccois Théberge 11 3 0 13 Dec 2021
Cut the CARP: Fishing for zero-shot story evaluation Shahbuland Matiana J. Smith Ryan Teehan Louis Castricato Stella Biderman Leo Gao Spencer Frazier 47 16 0 06 Oct 2021
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers Boseop Kim Hyoungseok Kim Sang-Woo Lee Gichang Lee Donghyun Kwak ... Jaewook Kang Inho Kang Jung-Woo Ha W. Park Nako Sung VLM 241 121 0 10 Sep 2021
GitTables: A Large-Scale Corpus of Relational Tables Madelon Hulsebos cCaugatay Demiralp Paul T. Groth LMTD 21 83 0 14 Jun 2021