Title
One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning Arnav Chavan Zhuang Liu D. K. Gupta Eric P. Xing Zhiqiang Shen 14 87 0 13 Jun 2023
Questioning the Survey Responses of Large Language Models Ricardo Dominguez-Olmedo Moritz Hardt Celestine Mendler-Dünner 26 10 0 13 Jun 2023
SqueezeLLM: Dense-and-Sparse Quantization Sehoon Kim Coleman Hooper A. Gholami Zhen Dong Xiuyu Li Sheng Shen Michael W. Mahoney Kurt Keutzer MQ 11 91 0 13 Jun 2023
Augmenting Language Models with Long-Term Memory Weizhi Wang Li Dong Hao Cheng Xiaodong Liu Xifeng Yan Jianfeng Gao Furu Wei KELM RALM 18 82 0 12 Jun 2023
TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models Jiaqi Xue Mengxin Zheng Ting Hua Yilin Shen Ye Liu Ladislau Bölöni Qian Lou 26 8 0 12 Jun 2023
LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark Zhen-fei Yin Jiong Wang Jianjian Cao Zhelun Shi Dingning Liu ... Lei Bai Xiaoshui Huang Zhiyong Wang Jing Shao Wanli Ouyang MLLM 8 151 0 11 Jun 2023
On the Challenges and Perspectives of Foundation Models for Medical Image Analysis Shaoting Zhang Dimitris N. Metaxas LM&MA VLM MedIm AI4CE 26 125 0 09 Jun 2023
Grounded Text-to-Image Synthesis with Attention Refocusing Quynh Phung Songwei Ge Jia-Bin Huang DiffM 18 104 0 08 Jun 2023
SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking Chris Cundy Stefano Ermon 11 10 0 08 Jun 2023
Mapping the Challenges of HCI: An Application and Evaluation of ChatGPT and GPT-4 for Mining Insights at Scale Jonas Oppenlaender Joonas Hamalainen 10 5 0 08 Jun 2023
InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding Junda Wu Tong Yu Rui Wang Zhao-quan Song Ruiyi Zhang Handong Zhao Chaochao Lu Shuai Li Ricardo Henao VLM 26 12 0 08 Jun 2023
How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources Yizhong Wang Hamish Ivison Pradeep Dasigi Jack Hessel Tushar Khot ... David Wadden Kelsey MacMillan Noah A. Smith Iz Beltagy Hannaneh Hajishirzi ALM ELM 11 364 0 07 Jun 2023
On the Reliability of Watermarks for Large Language Models John Kirchenbauer Jonas Geiping Yuxin Wen Manli Shu Khalid Saifullah Kezhi Kong Kasun Fernando Aniruddha Saha Micah Goldblum Tom Goldstein WaLM 6 112 0 07 Jun 2023
PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts Kaijie Zhu Jindong Wang Jiaheng Zhou Zichen Wang Hao Chen ... Linyi Yang Weirong Ye Yue Zhang Neil Zhenqiang Gong Xingxu Xie SILM 17 146 0 07 Jun 2023
Early Weight Averaging meets High Learning Rates for LLM Pre-training Sunny Sanyal A. Neerkaje Jean Kaddour Abhishek Kumar Sujay Sanghavi MoMe 11 12 0 05 Jun 2023
AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap Q. V. Liao J. Vaughan 20 157 0 02 Jun 2023
AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration Ji Lin Jiaming Tang Haotian Tang Shang Yang Wei-Ming Chen Wei-Chen Wang Guangxuan Xiao Xingyu Dang Chuang Gan Song Han EDL MQ 14 461 0 01 Jun 2023
Measuring the Robustness of NLP Models to Domain Shifts Nitay Calderon Naveh Porat Eyal Ben-David Alexander Chapanin Zorik Gekhman Nadav Oved Vitaly Shalumov Roi Reichart 10 6 0 31 May 2023
RealignDiff: Boosting Text-to-Image Diffusion Model with Coarse-to-fine Semantic Re-alignment Guian Fang Zutao Jiang Jianhua Han Guangsong Lu Hang Xu Shengcai Liao Xiaodan Liang EGVM 11 1 0 31 May 2023
Large Language Models Are Not Strong Abstract Reasoners Gael Gendron Qiming Bao Michael Witbrock Gillian Dobbie ELM LRM 13 29 0 31 May 2023
Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models Zhen Lin Shubhendu Trivedi Jimeng Sun HILM 13 128 0 30 May 2023
Do Language Models Know When They're Hallucinating References? A. Agrawal Mirac Suzgun Lester W. Mackey Adam Tauman Kalai HILM LRM 13 89 0 29 May 2023
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks Minki Kang Seanie Lee Jinheon Baek Kenji Kawaguchi Sung Ju Hwang ALM LRM 24 31 0 28 May 2023
Matrix Information Theory for Self-Supervised Learning Yifan Zhang Zhi-Hao Tan Jingqin Yang Weiran Huang Yang Yuan SSL 35 16 0 27 May 2023
LLMs and the Abstraction and Reasoning Corpus: Successes, Failures, and the Importance of Object-based Representations Yudong Xu Wenhao Li Pashootan Vaezipoor Scott Sanner Elias Boutros Khalil LRM 13 54 0 26 May 2023
Training Socially Aligned Language Models on Simulated Social Interactions Ruibo Liu Ruixin Yang Chenyan Jia Ge Zhang Denny Zhou Andrew M. Dai Diyi Yang Soroush Vosoughi ALM 18 43 0 26 May 2023
Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning Xiaoming Shi Siqiao Xue Kangrui Wang Fan Zhou James Y. Zhang Jun-ping Zhou Chenhao Tan Hongyuan Mei ReLM LRM 8 24 0 26 May 2023
ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMs Zihao Zhao Sheng Wang Jinchen Gu Yitao Zhu Lanzhuju Mei Zixu Zhuang Zhiming Cui Qian Wang Dinggang Shen LM&MA 16 34 0 25 May 2023
Role-Play with Large Language Models Murray Shanahan Kyle McDonell Laria Reynolds LLMAG 11 261 0 25 May 2023
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation Niels Mündler Jingxuan He Slobodan Jenko Martin Vechev HILM 8 107 0 25 May 2023
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy Zhihong Shao Yeyun Gong Yelong Shen Minlie Huang Nan Duan Weizhu Chen RALM LRM KELM 19 206 0 24 May 2023
Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM Eliya Nachmani Alon Levkovitch Roy Hirsch Julián Salazar Chulayutsh Asawaroengchai Soroosh Mariooryad Ehud Rivlin RJ Skerry-Ryan Michelle Tadmor Ramanovich AuLLM 16 30 0 24 May 2023
Who Wrote this Code? Watermarking for Code Generation Taehyun Lee Seokhee Hong Jaewoo Ahn Ilgee Hong Hwaran Lee Sangdoo Yun Jamin Shin Gunhee Kim WaLM 14 81 0 24 May 2023
Dior-CVAE: Pre-trained Language Models and Diffusion Priors for Variational Dialog Generation Tianyu Yang Thy Thy Tran Iryna Gurevych DiffM 13 1 0 24 May 2023
LLMDet: A Third Party Large Language Models Generated Text Detection Tool Kangxi Wu Liang Pang Huawei Shen Xueqi Cheng Tat-Seng Chua DeLMO 19 27 0 24 May 2023
Investigating Table-to-Text Generation Capabilities of LLMs in Real-World Information Seeking Scenarios Yilun Zhao Haowei Zhang Shengyun Si Linyong Nan Xiangru Tang Arman Cohan LMTD 15 12 0 24 May 2023
In-Context Impersonation Reveals Large Language Models' Strengths and Biases Leonard Salewski Stephan Alaniz Isabel Rio-Torto Eric Schulz Zeynep Akata 22 145 0 24 May 2023
From Shortcuts to Triggers: Backdoor Defense with Denoised PoE Qin Liu Fei Wang Chaowei Xiao Muhao Chen AAML 11 21 0 24 May 2023
M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection Yuxia Wang Jonibek Mansurov Petar Ivanov Jinyan Su Artem Shelmanov ... Thomas Arnold Alham Fikri Aji Nizar Habash Iryna Gurevych Preslav Nakov DeLMO 11 95 0 24 May 2023
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer Akari Asai Sneha Kudugunta Xinyan Velocity Yu Terra Blevins Hila Gonen Machel Reid Yulia Tsvetkov Sebastian Ruder Hannaneh Hajishirzi 17 53 0 24 May 2023
Prompting Large Language Models for Counterfactual Generation: An Empirical Study Yongqi Li Mayi Xu Xin Miao Shen Zhou T. Qian ELM LRM 9 19 0 24 May 2023
Mixture-of-Experts Meets Instruction Tuning:A Winning Combination for Large Language Models Sheng Shen Le Hou Yan-Quan Zhou Nan Du Shayne Longpre ... Vincent Zhao Hongkun Yu Kurt Keutzer Trevor Darrell Denny Zhou ALM MoE 17 53 0 24 May 2023
Meta-Tuning LLMs to Leverage Lexical Knowledge for Generalizable Language Style Understanding Ruohao Guo Wei-ping Xu Alan Ritter 6 2 0 24 May 2023
ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability Assessment Tarek Naous Michael Joseph Ryan Anton Lavrouk Mohit Chandra Wei-ping Xu 21 3 0 23 May 2023
Advancing Precise Outline-Conditioned Text Generation with Task Duality and Explicit Outline Control Yunzhe Li Qian Chen Weixiang Yan Wen Wang Qinglin Zhang Hari Sundaram 22 3 0 23 May 2023
Having Beer after Prayer? Measuring Cultural Bias in Large Language Models Tarek Naous Michael Joseph Ryan Alan Ritter Wei-ping Xu 13 82 0 23 May 2023
On Learning to Summarize with Large Language Models as References Yixin Liu Kejian Shi Katherine S He Longtian Ye Alexander R. Fabbri Pengfei Liu Dragomir R. Radev Arman Cohan ELM 10 68 0 23 May 2023
Multilingual Large Language Models Are Not (Yet) Code-Switchers Ruochen Zhang Samuel Cahyawijaya Jan Christian Blaise Cruz Genta Indra Winata Alham Fikri Aji LRM 20 49 0 23 May 2023
Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database Minjun Zhu Yixuan Weng Shizhu He Kang Liu Jun Zhao RALM LRM 14 1 0 23 May 2023
HumBEL: A Human-in-the-Loop Approach for Evaluating Demographic Factors of Language Models in Human-Machine Conversations Anthony Sicilia Jennifer C. Gates Malihe Alikhani 11 4 0 23 May 2023