Title
Supersonic: Learning to Generate Source Code Optimizations in C/C++ Zimin Chen Sen Fang Monperrus Martin 33 11 0 26 Sep 2023
Disinformation Detection: An Evolving Challenge in the Age of LLMs Qinglong Cao Yuntian Chen Ayushi Nirmal Xiaokang Yang DeLMO 45 51 0 25 Sep 2023
Aligning Large Multimodal Models with Factually Augmented RLHF Zhiqing Sun Sheng Shen Shengcao Cao Haotian Liu Chunyuan Li ... Liangyan Gui Yu-xiong Wang Yiming Yang Kurt Keutzer Trevor Darrell VLM 39 311 0 25 Sep 2023
LLMCarbon: Modeling the end-to-end Carbon Footprint of Large Language Models Ahmad Faiz S. Kaneda Ruhan Wang Rita Osi Parteek Sharma Fan Chen Lei Jiang 31 56 0 25 Sep 2023
Survey of Social Bias in Vision-Language Models Nayeon Lee Yejin Bang Holy Lovenia Samuel Cahyawijaya Wenliang Dai Pascale Fung VLM 41 16 0 24 Sep 2023
BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models Zican Dong Tianyi Tang Junyi Li Wayne Xin Zhao Ji-Rong Wen RALM ALM 28 33 0 23 Sep 2023
From Text to Source: Results in Detecting Large Language Model-Generated Content Wissam Antoun Benoît Sagot Djamé Seddah DeLMO 25 11 0 23 Sep 2023
GlotScript: A Resource and Tool for Low Resource Writing System Identification Amir Hossein Kargaran François Yvon Hinrich Schütze 11 10 0 23 Sep 2023
User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue Sam Davidson Salvatore Romeo Raphael Shu James Gung Arshit Gupta Saab Mansour Yi Zhang ALM LLMAG 32 3 0 23 Sep 2023
Is it Possible to Modify Text to a Target Readability Level? An Initial Investigation Using Zero-Shot Large Language Models Asma Farajidizaji Vatsal Raina Mark J. F. Gales 32 1 0 22 Sep 2023
The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A" Lukas Berglund Meg Tong Max Kaufmann Mikita Balesni Asa Cooper Stickland Tomasz Korbak Owain Evans LRM 36 240 0 21 Sep 2023
Prompt Tuned Embedding Classification for Multi-Label Industry Sector Allocation V. Buchner Lele Cao Jan-Christoph Kalo Vilhelm von Ehrenheim VLM 35 1 0 21 Sep 2023
How Robust is Google's Bard to Adversarial Image Attacks? Yinpeng Dong Huanran Chen Jiawei Chen Zhengwei Fang X. Yang Yichi Zhang Yu Tian Hang Su Jun Zhu AAML 26 102 0 21 Sep 2023
A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models Haoran Xu Young Jin Kim Amr Sharaf Hany Awadalla 41 57 0 20 Sep 2023
Towards Effective Disambiguation for Machine Translation with Large Language Models Vivek Iyer Pinzhen Chen Alexandra Birch 17 10 0 20 Sep 2023
DreamLLM: Synergistic Multimodal Comprehension and Creation Runpei Dong Chunrui Han Yuang Peng Zekun Qi Zheng Ge ... Hao-Ran Wei Xiangwen Kong Xiangyu Zhang Kaisheng Ma Li Yi MLLM 34 170 0 20 Sep 2023
Safurai 001: New Qualitative Approach for Code LLM Evaluation Davide Cifarelli Leonardo Boiardi Alessandro Puppo ELM 19 0 0 20 Sep 2023
CPLLM: Clinical Prediction with Large Language Models Ofir Ben Shoham Nadav Rappoport LM&MA 34 24 0 20 Sep 2023
Overview of AuTexTification at IberLEF 2023: Detection and Attribution of Machine-Generated Text in Multiple Domains A. Sarvazyan José Ángel González Marc Franco-Salvador Francisco Rangel Berta Chulvi Paolo Rosso DeLMO 30 60 0 20 Sep 2023
The Languini Kitchen: Enabling Language Modelling Research at Different Scales of Compute Aleksandar Stanić Dylan R. Ashley Oleg Serikov Louis Kirsch Francesco Faccio Jürgen Schmidhuber Thomas Hofmann Imanol Schlag MoE 40 9 0 20 Sep 2023
Exploring the Relationship between LLM Hallucinations and Prompt Linguistic Nuances: Readability, Formality, and Concreteness Vipula Rawte Prachi Priya S.M. Towhidul Islam Tonmoy M. M. Zaman A. Sheth Amitava Das 17 19 0 20 Sep 2023
Design of Chain-of-Thought in Math Problem Solving Zhanming Jie Trung Quoc Luong Xinbo Zhang Xiaoran Jin Hang Li LRM 49 11 0 20 Sep 2023
A Family of Pretrained Transformer Language Models for Russian Dmitry Zmitrovich Alexander Abramov Andrey Kalmykov Maria Tikhonova Ekaterina Taktasheva ... Vitalii Kadulin Sergey Markov Tatiana Shavrina Vladislav Mikhailov Alena Fenogenova 28 26 0 19 Sep 2023
Language as the Medium: Multimodal Video Classification through text only Laura Hanu A. Vero James Thewlis 41 3 0 19 Sep 2023
OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch Juntao Li Zecheng Tang Yuyang Ding Pinzheng Wang Pei Guo ... Wenliang Chen Guohong Fu Qiaoming Zhu Guodong Zhou M. Zhang 42 5 0 19 Sep 2023
CFGPT: Chinese Financial Assistant with Large Language Model Jiangtong Li Yuxuan Bian Guoxuan Wang Yang Lei Dawei Cheng Zhijun Ding Changjun Jiang 39 10 0 19 Sep 2023
OpenMSD: Towards Multilingual Scientific Documents Similarity Measurement Yang Gao Ji Ma I. Korotkov Keith B. Hall Dana Alon Donald Metzler 11 0 0 19 Sep 2023
Prompt, Condition, and Generate: Classification of Unsupported Claims with In-Context Learning Peter Ebert Christensen Srishti Yadav Serge J. Belongie 17 1 0 19 Sep 2023
Baichuan 2: Open Large-scale Language Models Ai Ming Yang Bin Xiao Bingning Wang Borong Zhang Ce Bian ... Youxin Jiang Yuchen Gao Yupeng Zhang Zenan Zhou Zhiying Wu ELM LRM 66 703 0 19 Sep 2023
HTEC: Human Transcription Error Correction Hanbo Sun Jian Gao Xiaomin Wu Anjie Fang Cheng Cao Zheng Du 19 1 0 18 Sep 2023
R2GenGPT: Radiology Report Generation with Frozen LLMs Zhanyu Wang Lingqiao Liu Lei Wang Luping Zhou MedIm LM&MA VLM 20 64 0 18 Sep 2023
Proposition from the Perspective of Chinese Language: A Chinese Proposition Classification Evaluation Benchmark Conghui Niu Mengyang Hu Lin Bo Xiaoli He Dong Yu Peng Liu 19 0 0 18 Sep 2023
Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs Jonas Golde Patrick Haller Felix Hamborg Julian Risch A. Akbik 40 8 0 18 Sep 2023
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages Thuat Nguyen Chien Van Nguyen Viet Dac Lai Hieu Man Nghia Trung Ngo Franck Dernoncourt Ryan A. Rossi Thien Huu Nguyen 34 96 0 17 Sep 2023
Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference Parsa Kavehzadeh Mojtaba Valipour Marzieh S. Tahaei Ali Ghodsi Boxing Chen Mehdi Rezagholizadeh 33 6 0 16 Sep 2023
Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data? Xiangru Tang Yiming Zong Jason Phang Yilun Zhao Wangchunshu Zhou Arman Cohan Mark B. Gerstein LMTD ELM ALM 42 8 0 16 Sep 2023
Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca Pinzhen Chen Shaoxiong Ji Nikolay Bogoychev Andrey Kutuzov Barry Haddow Kenneth Heafield 23 43 0 16 Sep 2023
Contextual Label Projection for Cross-Lingual Structured Prediction Tanmay Parekh I-Hung Hsu Kuan-Hao Huang Kai-Wei Chang Nanyun Peng 27 4 0 16 Sep 2023
Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings Chen Cecilia Liu Fajri Koto Timothy Baldwin Iryna Gurevych LRM 32 17 0 15 Sep 2023
Advancing the Evaluation of Traditional Chinese Language Models: Towards a Comprehensive Benchmark Suite Chan-Jan Hsu Chang-Le Liu Feng-Ting Liao Po-Chun Hsu Yi-Chang Chen Da-shan Shiu ELM ALM 14 12 0 15 Sep 2023
Generative AI Text Classification using Ensemble LLM Approaches Harika Abburi Michael Suesserman Nirmala Pudota Balaji Veeramani Edward Bowen Sanmitra Bhattacharya DeLMO 29 44 0 14 Sep 2023
SwitchGPT: Adapting Large Language Models for Non-Text Outputs Xinyu Wang Bohan Zhuang Qi Wu MLLM 27 3 0 14 Sep 2023
An Assessment of ChatGPT on Log Data Priyanka Mudgal Rita H. Wouhaybi LLMAG AI4MH 31 17 0 14 Sep 2023
In-Contextual Gender Bias Suppression for Large Language Models Daisuke Oba Masahiro Kaneko Danushka Bollegala 31 8 0 13 Sep 2023
Mitigating the Alignment Tax of RLHF Yong Lin Hangyu Lin Wei Xiong Shizhe Diao Zeming Zheng ... Han Zhao Nan Jiang Heng Ji Yuan Yao Tong Zhang MoMe CLL 29 65 0 12 Sep 2023
Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs Wenhua Cheng Weiwei Zhang Haihao Shen Yiyang Cai Xin He Kaokao Lv Yi. Liu MQ 24 21 0 11 Sep 2023
Flesch or Fumble? Evaluating Readability Standard Alignment of Instruction-Tuned Language Models Joseph Marvin Imperial Harish Tayyar Madabushi ELM 30 11 0 11 Sep 2023
Evaluating the Deductive Competence of Large Language Models S. M. Seals V. Shalin ELM ReLM LRM 19 8 0 11 Sep 2023
FuzzLLM: A Novel and Universal Fuzzing Framework for Proactively Discovering Jailbreak Vulnerabilities in Large Language Models Dongyu Yao Jianshu Zhang Ian G. Harris Marcel Carlsson 24 30 0 11 Sep 2023
Chat2Brain: A Method for Mapping Open-Ended Semantic Queries to Brain Activation Maps Yaonai Wei Tuo Zhang Han Zhang Tianyang Zhong Lin Zhao ... Muheng Shang Lei Du Xiao Li Tianming Liu Jun-Feng Han 37 2 0 10 Sep 2023