Title
Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language Models Phillip Rust Anders Søgaard 25 3 0 17 Aug 2023
Painter: Teaching Auto-regressive Language Models to Draw Sketches Reza Pourreza Apratim Bhattacharyya Sunny Panchal Mingu Lee Pulkit Madan Roland Memisevic 27 5 0 16 Aug 2023
MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation Junru Lu Siyu An Mingbao Lin Gabriele Pergola Yulan He Di Yin Xing Sun Yunsheng Wu 47 31 0 16 Aug 2023
Informed Named Entity Recognition Decoding for Generative Language Models Tobias Deuβer L. Hillebrand Christian Bauckhage R. Sifa 33 8 0 15 Aug 2023
LLM-Mini-CEX: Automatic Evaluation of Large Language Model for Diagnostic Conversation Xiaoming Shi J. Xu Jinru Ding Jiali Pang Sichen Liu ... Lu Lu Haihong Yang Mingtao Hu Tong Ruan Shaoting Zhang LM&MA ELM 26 12 0 15 Aug 2023
A Survey on Model Compression for Large Language Models Xunyu Zhu Jian Li Yong Liu Can Ma Weiping Wang 26 191 0 15 Aug 2023
OctoPack: Instruction Tuning Code Large Language Models Niklas Muennighoff Qian Liu A. Zebaze Qinkai Zheng Binyuan Hui Terry Yue Zhuo Swayam Singh Xiangru Tang Leandro von Werra Shayne Longpre VLM ALM 65 117 0 14 Aug 2023
Position: Key Claims in LLM Research Have a Long Tail of Footnotes Anna Rogers A. Luccioni 48 19 0 14 Aug 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 51 284 0 14 Aug 2023
EcomGPT: Instruction-tuning Large Language Models with Chain-of-Task Tasks for E-commerce Y. Li Shirong Ma Xiaobin Wang Shen Huang Chengyue Jiang Haitao Zheng Pengjun Xie Fei Huang Yong-jia Jiang RALM ALM LRM 32 49 0 14 Aug 2023
Transforming Sentiment Analysis in the Financial Domain with ChatGPT G. Fatouros John Soldatos Kalliopi Kouroumali Georgios Makridis D. Kyriazis 19 84 0 13 Aug 2023
AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models Siheng Li Cheng Yang Yichun Yin Xinyu Zhu Ze-Long Cheng Lifeng Shang Xin Jiang Qun Liu Yujiu Yang SyDa 27 3 0 12 Aug 2023
NewsDialogues: Towards Proactive News Grounded Conversation Siheng Li Yichun Yin Cheng Yang Wangjie Jiang Yiwei Li Ze-Long Cheng Lifeng Shang Xin Jiang Qun Liu Yujiu Yang 27 5 0 12 Aug 2023
Multimodal Pretrained Models for Verifiable Sequential Decision-Making: Planning, Grounding, and Perception Yunhao Yang Cyrus Neary Ufuk Topcu LM&Ro OffRL 25 5 0 10 Aug 2023
LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking Fahim Dalvi Maram Hasanain Sabri Boughorbel Basel Mousi Samir Abdaljalil ... Hamdy Mubarak Ahmed M. Ali Majd Hawasly Nadir Durrani Firoj Alam 25 24 0 09 Aug 2023
CLEVA: Chinese Language Models EVAluation Platform Yanyang Li Jianqiao Zhao Duo Zheng Zi-Yuan Hu Zhi Chen ... Yongfeng Huang Shijia Huang Dahua Lin Michael R. Lyu Liwei Wang ALM ELM 33 10 0 09 Aug 2023
Answering Unseen Questions With Smaller Language Models Using Rationale Generation and Dense Retrieval Tim Hartill Diana Benavides-Prado Michael Witbrock Patricia J. Riddle ReLM LRM 20 1 0 09 Aug 2023
FLIRT: Feedback Loop In-context Red Teaming Ninareh Mehrabi Palash Goyal Christophe Dupuy Qian Hu Shalini Ghosh R. Zemel Kai-Wei Chang Aram Galstyan Rahul Gupta DiffM 21 55 0 08 Aug 2023
Adapting Foundation Models for Information Synthesis of Wireless Communication Specifications Manikanta Kotaru 84 9 0 08 Aug 2023
Continual Pre-Training of Large Language Models: How to (re)warm your model? Kshitij Gupta Benjamin Thérien Adam Ibrahim Mats L. Richter Quentin G. Anthony Eugene Belilovsky Irina Rish Timothée Lesort KELM 24 99 0 08 Aug 2023
AgentBench: Evaluating LLMs as Agents Xiao Liu Hao Yu Hanchen Zhang Yifan Xu Xuanyu Lei ... Yu-Chuan Su Huan Sun Minlie Huang Yuxiao Dong Jie Tang ELM LLMAG 29 261 0 07 Aug 2023
KITLM: Domain-Specific Knowledge InTegration into Language Models for Question Answering Ankush Agarwal Sakharam Gawade A. Azad P. Bhattacharyya KELM 50 7 0 07 Aug 2023
Zhongjing: Enhancing the Chinese Medical Capabilities of Large Language Model through Expert Feedback and Real-world Multi-turn Dialogue Songhua Yang Hanjia Zhao Senbin Zhu Guangyu Zhou Hongfei Xu Yuxiang Jia Hongying Zan AI4MH LM&MA 13 109 0 07 Aug 2023
Towards Multiple References Era -- Addressing Data Leakage and Limited Reference Diversity in NLG Evaluation Xianfeng Zeng Yanjun Liu Fandong Meng Jie Zhou 19 0 0 06 Aug 2023
TARJAMAT: Evaluation of Bard and ChatGPT on Machine Translation of Ten Arabic Varieties Karima Kadaoui Samar Magdy Abdul Waheed Md. Tawkat Islam Khondaker Ahmed Oumar El-Shangiti El Moatez Billah Nagoudi Muhammad Abdul-Mageed 27 20 0 06 Aug 2023
ChatGPT for GTFS: Benchmarking LLMs on GTFS Understanding and Retrieval Saipraneeth Devunuri Shirin Qiam Lewis J. Lehe AI4MH 35 2 0 04 Aug 2023
Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text Nandana Mihindukulasooriya Sanju Tiwari Carlos F. Enguix K. Lata 29 52 0 04 Aug 2023
Learning to Paraphrase Sentences to Different Complexity Levels Alison Chi Li-Kuang Chen Yi-Chen Chang Shu-Hui Lee Jason J. S. Chang 19 10 0 04 Aug 2023
Evaluating Instruction-Tuned Large Language Models on Code Comprehension and Generation Zhiqiang Yuan Junwei Liu Qiancheng Zi Mingwei Liu Xin Peng Yiling Lou ALM ELM LRM 17 73 0 02 Aug 2023
Do Multilingual Language Models Think Better in English? Julen Etxaniz Gorka Azkune Aitor Soroa Etxabe Oier López de Lacalle Mikel Artetxe LRM 30 57 0 02 Aug 2023
Fountain -- an intelligent contextual assistant combining knowledge representation and language models for manufacturing risk identification Saurabh Kumar D. Fuchs K. Spindler 22 1 0 01 Aug 2023
Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting Aseem Arora Shabbirhussain Bhaisaheb Harshit Nigam Manasi S. Patwardhan L. Vig Gautam M. Shroff 19 8 0 01 Aug 2023
LLMs4OL: Large Language Models for Ontology Learning Hamed Babaei Giglou Jennifer D'Souza Sören Auer 20 68 0 31 Jul 2023
Scaling Sentence Embeddings with Large Language Models Ting Jiang Shaohan Huang Zhongzhi Luan Deqing Wang Fuzhen Zhuang LRM 42 40 0 31 Jul 2023
Deception Abilities Emerged in Large Language Models Thilo Hagendorff LLMAG 35 75 0 31 Jul 2023
Camoscio: an Italian Instruction-tuned LLaMA Andrea Santilli Emanuele Rodolà 19 26 0 31 Jul 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 42 130 0 29 Jul 2023
PanGu-Coder2: Boosting Large Language Models for Code with Ranking Feedback Bo Shen Jiaxin Zhang Taihong Chen Daoguang Zan Bing Geng ... Ailun Yu Jichuan Ji Jingyang Zhao Yuenan Guo Qianxiang Wang ALM ELM 32 73 0 27 Jul 2023
Exploiting the Potential of Seq2Seq Models as Robust Few-Shot Learners Jihyeon Janel Lee Dain Kim Doohae Jung Boseop Kim Kyoung-Woon On 28 0 0 27 Jul 2023
ArcGPT: A Large Language Model Tailored for Real-world Archival Applications Shitou Zhang Jingrui Hou Siyuan Peng Z. Li Qibiao Hu P. Wang KELM RALM LLMAG 27 3 0 27 Jul 2023
GrammarGPT: Exploring Open-Source LLMs for Native Chinese Grammatical Error Correction with Supervised Fine-Tuning Yaxin Fan Feng Jiang Peifeng Li Haizhou Li 20 20 0 26 Jul 2023
Evaluating Large Language Models for Radiology Natural Language Processing Zheng Liu Tianyang Zhong Yiwei Li Yutong Zhang Yirong Pan ... Shijie Zhao Quanzheng Li Hongtu Zhu Dinggang Shen Tianming Liu LM&MA ELM 51 6 0 25 Jul 2023
QuIP: 2-Bit Quantization of Large Language Models With Guarantees Jerry Chee Yaohui Cai Volodymyr Kuleshov Chris De Sa MQ 20 187 0 25 Jul 2023
RRAML: Reinforced Retrieval Augmented Machine Learning Andrea Bacciu Florin Cocunasu F. Siciliano Fabrizio Silvestri Nicola Tonellotto Giovanni Trappolini RALM 17 7 0 24 Jul 2023
FinPT: Financial Risk Prediction with Profile Tuning on Pretrained Foundation Models Yuwei Yin Yazheng Yang Jian Yang Qi Liu 18 12 0 22 Jul 2023
Prompting Large Language Models with Speech Recognition Abilities Yassir Fathullah Chunyang Wu Egor Lakomkin J. Jia Yuan Shangguan ... Wenhan Xiong Jay Mahadeokar Ozlem Kalinli Christian Fuegen M. Seltzer AuLLM 27 124 0 21 Jul 2023
CohortGPT: An Enhanced GPT for Participant Recruitment in Clinical Study Zihan Guan Zihao Wu Zheng Liu Dufan Wu Hui Ren Quanzheng Li Xiang Li Ninghao Liu LM&MA 25 25 0 21 Jul 2023
Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification Neel Guha Mayee F. Chen Kush S. Bhatia Azalia Mirhoseini Frederic Sala Christopher Ré 24 4 0 20 Jul 2023
FinGPT: Democratizing Internet-scale Data for Financial Large Language Models Xiao-Yang Liu Guoxuan Wang Hongyang Yang Daochen Zha AIFin 36 42 0 19 Jul 2023
ZeroQuant-FP: A Leap Forward in LLMs Post-Training W4A8 Quantization Using Floating-Point Formats Xiaoxia Wu Z. Yao Yuxiong He MQ 27 43 0 19 Jul 2023