Title
Can LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements Ming Li Jiuhai Chen Lichang Chen Dinesh Manocha 71 17 0 16 Feb 2024
FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models Gagan Bhatia El Moatez Billah Nagoudi Hasan Cavusoglu Muhammad Abdul-Mageed AIFin 32 18 0 16 Feb 2024
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains Yanis Labrak Adrien Bazoge Emmanuel Morin P. Gourraud Mickael Rouvier Richard Dufour 105 191 0 15 Feb 2024
Recovering the Pre-Fine-Tuning Weights of Generative Models Eliahu Horwitz Jonathan Kahana Yedid Hoshen 50 9 0 15 Feb 2024
Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning Ming Li Lichang Chen Jiuhai Chen Shwai He Jiuxiang Gu Dinesh Manocha 29 51 0 15 Feb 2024
AuditLLM: A Tool for Auditing Large Language Models Using Multiprobe Approach Maryam Amirizaniani Elias Martin Tanya Roosta Aman Chadha Chirag Shah 26 2 0 14 Feb 2024
A Dense Reward View on Aligning Text-to-Image Diffusion with Preference Shentao Yang Tianqi Chen Mingyuan Zhou EGVM 34 22 0 13 Feb 2024
Refined Direct Preference Optimization with Synthetic Data for Behavioral Alignment of LLMs Víctor Gallego SyDa 35 6 0 12 Feb 2024
Gemini Goes to Med School: Exploring the Capabilities of Multimodal Large Language Models on Medical Challenge Problems & Hallucinations Ankit Pal Malaikannan Sankarasubbu LM&MA 78 35 0 10 Feb 2024
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning Rui Ye Wenhao Wang Jingyi Chai Dihan Li Zexi Li Yinda Xu Yaxin Du Yanfeng Wang Siheng Chen ALM FedML AIFin 11 76 0 10 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomáš Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 134 371 0 09 Feb 2024
Noise Contrastive Alignment of Language Models with Explicit Rewards Huayu Chen Guande He Lifan Yuan Ganqu Cui Hang Su Jun Zhu 60 43 0 08 Feb 2024
Pedagogical Alignment of Large Language Models Shashank Sonkar Kangqi Ni Sapana Chaudhary Richard G. Baraniuk AI4Ed 10 6 0 07 Feb 2024
HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal Mantas Mazeika Long Phan Xuwang Yin Andy Zou Zifan Wang ... Nathaniel Li Steven Basart Bo Li David A. Forsyth Dan Hendrycks AAML 23 320 0 06 Feb 2024
Psychological Assessments with Large Language Models: A Privacy-Focused and Cost-Effective Approach Sergi Blanco-Cuaresma 34 1 0 05 Feb 2024
Automatic Combination of Sample Selection Strategies for Few-Shot Learning Branislav Pecher Ivan Srba M. Bieliková Joaquin Vanschoren 34 1 0 05 Feb 2024
Decoding-time Realignment of Language Models Tianlin Liu Shangmin Guo Leonardo Bianco Daniele Calandriello Quentin Berthet Felipe Llinares-López Jessica Hoffmann Lucas Dixon Michal Valko Mathieu Blondel AI4CE 54 35 0 05 Feb 2024
GIRT-Model: Automated Generation of Issue Report Templates Nafiseh Nikeghbal Amir Hossein Kargaran Abbas Heydarnoori 20 2 0 04 Feb 2024
BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback Gaurav Pandey Yatin Nandwani Tahira Naseem Mayank Mishra Guangxuan Xu Dinesh Raghu Sachindra Joshi Asim Munawar Ramón Fernández Astudillo BDL 44 3 0 04 Feb 2024
LongAlign: A Recipe for Long Context Alignment of Large Language Models Yushi Bai Xin Lv Jiajie Zhang Yuze He Ji Qi Lei Hou Jie Tang Yuxiao Dong Juanzi Li ALM 42 45 0 31 Jan 2024
RE-GAINS & EnChAnT: Intelligent Tool Manipulation Systems For Enhanced Query Responses Sahil Girhepuje Siva Sankar Sajeev Purvam Jain Arya Sikder Adithya Rama Varma Ryan George Akshay Govind Srinivasan Mahendra Kurup Ashmit Sinha Sudip Mondal RALM 37 0 0 28 Jan 2024
Airavata: Introducing Hindi Instruction-tuned LLM Jay Gala Thanmay Jayakumar Jaavid Aktar Husain M. AswanthKumar Mohammed Safi Ur Rahman Khan ... Ratish Puduppully Mitesh M. Khapra Raj Dabre Rudra Murthy Anoop Kunchukuttan 42 23 0 26 Jan 2024
Spatial Transcriptomics Analysis of Zero-shot Gene Expression Prediction Yan Yang Md. Zakir Hossain Xuesong Li Shafin Rahman Eric A. Stone 17 4 0 26 Jan 2024
LongHealth: A Question Answering Benchmark with Long Clinical Documents Lisa Christine Adams Felix Busch T. Han Jean-Baptiste Excoffier Matthieu Ortala Alexander Loser Hugo J. W. L. Aerts Jakob Nikolas Kather Daniel Truhn Keno Bressem ELM LM&MA AI4MH 39 10 0 25 Jan 2024
GRATH: Gradual Self-Truthifying for Large Language Models Weixin Chen D. Song Bo-wen Li HILM SyDa 33 5 0 22 Jan 2024
PHOENIX: Open-Source Language Adaption for Direct Preference Optimization Matthias Uhlig Sigurd Schacht Sudarshan Kamath Barkur ALM 14 1 0 19 Jan 2024
Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation Zdeněk Kasner Ondrej Dusek 33 8 0 18 Jan 2024
Carrying over algorithm in transformers J. Kruthoff 24 0 0 15 Jan 2024
Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding Yuu Jinnai Ukyo Honda Tetsuro Morimura Peinan Zhang 31 6 0 10 Jan 2024
Computational Argumentation-based Chatbots: a Survey Federico Castagna Nadin Kökciyan I. Sassoon Simon Parsons Elizabeth I. Sklar 28 6 0 07 Jan 2024
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models Zixiang Chen Yihe Deng Huizhuo Yuan Kaixuan Ji Quanquan Gu SyDa 41 275 0 02 Jan 2024
Building Efficient Universal Classifiers with Natural Language Inference Moritz Laurer W. Atteveldt Andreu Casas Kasper Welbers 33 8 0 29 Dec 2023
Some things are more CRINGE than others: Iterative Preference Optimization with the Pairwise Cringe Loss Jing Xu Andrew Lee Sainbayar Sukhbaatar Jason Weston 15 86 0 27 Dec 2023
Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages Mofetoluwa Adeyemi Akintunde Oladipo Ronak Pradeep Jimmy J. Lin 27 1 0 26 Dec 2023
SecQA: A Concise Question-Answering Dataset for Evaluating Large Language Models in Computer Security Zefang Liu ELM 6 24 0 26 Dec 2023
MetaAID 2.5: A Secure Framework for Developing Metaverse Applications via Large Language Models Hongyin Zhu 36 6 0 22 Dec 2023
Experimenting with Large Language Models and vector embeddings in NASA SciX Sergi Blanco-Cuaresma I. Ciucă Alberto Accomazzi Michael J. Kurtz E. Henneken ... Fernanda de Macedo Alves Jean-Claude Paquin Jennifer Bartlett Mugdha S. Polimera S. Jarmak 34 1 0 21 Dec 2023
Scaling Down to Scale Up: A Cost-Benefit Analysis of Replacing OpenAI's LLM with Open Source SLMs in Production Chandra Irugalbandara Ashish Mahendra Roland Daynauth T. Arachchige Jayanaka L. Dantanarayana K. Flautner Lingjia Tang Yiping Kang Jason Mars ELM 28 14 0 20 Dec 2023
Language Resources for Dutch Large Language Modelling Bram Vanroy MoE ALM 23 7 0 20 Dec 2023
Climate Change from Large Language Models Hongyin Zhu Prayag Tiwari ELM 35 7 0 19 Dec 2023
Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint Wei Xiong Hanze Dong Chen Ye Ziqi Wang Han Zhong Heng Ji Nan Jiang Tong Zhang OffRL 38 161 0 18 Dec 2023
Marathon: A Race Through the Realm of Long Context with Large Language Models Lei Zhang Yunshui Li Ziqiang Liu Jiaxi Yang Junhao Liu Longze Chen Run Luo Min Yang OffRL LRM 45 5 0 15 Dec 2023
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs O. Ovadia Menachem Brief Moshik Mishaeli Oren Elisha RALM 34 132 0 10 Dec 2023
SeaLLMs -- Large Language Models for Southeast Asia Xuan-Phi Nguyen Wenxuan Zhang Xin Li Mahani Aljunied Zhiqiang Hu ... Yue Deng Sen Yang Chaoqun Liu Hang Zhang Li Bing LRM 29 73 0 01 Dec 2023
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? Hailin Chen Fangkai Jiao Xingxuan Li Chengwei Qin Mathieu Ravaut Ruochen Zhao Caiming Xiong Shafiq R. Joty ELM CLL AI4MH LRM ALM 85 27 0 28 Nov 2023
Safe-CLIP: Removing NSFW Concepts from Vision-and-Language Models Samuele Poppi Tobia Poppi Federico Cocchi Marcella Cornia Lorenzo Baraldi Rita Cucchiara VLM 24 8 0 27 Nov 2023
Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2 Hamish Ivison Yizhong Wang Valentina Pyatkin Nathan Lambert Matthew E. Peters ... Joel Jang David Wadden Noah A. Smith Iz Beltagy Hanna Hajishirzi ALM ELM 26 180 0 17 Nov 2023
TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction Kuan-Hao Huang I-Hung Hsu Tanmay Parekh Zhiyu Xie Zixuan Zhang Premkumar Natarajan Kai-Wei Chang Nanyun Peng Heng Ji 29 16 0 16 Nov 2023
Grounding Gaps in Language Model Generations Omar Shaikh Kristina Gligorić Ashna Khetan Matthias Gerstgrasser Diyi Yang Dan Jurafsky 18 21 0 15 Nov 2023
How Well Do Large Language Models Truly Ground? Hyunji Lee Se June Joo Chaeeun Kim Joel Jang Doyoung Kim Kyoung-Woon On Minjoon Seo HILM 33 6 0 15 Nov 2023