Title
Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive Tasks Zhicheng Guo Sijie Cheng Yile Wang Peng Li Yang Liu RALM 30 18 0 28 May 2023
Integrating Action Knowledge and LLMs for Task Planning and Situation Handling in Open Worlds Yan Ding Xiaohan Zhang S. Amiri Nieqing Cao Hao Yang Andy Kaminski Chad Esselink Shiqi Zhang LM&Ro 40 49 0 27 May 2023
The Curse of Recursion: Training on Generated Data Makes Models Forget Ilia Shumailov Zakhar Shumaylov Yiren Zhao Y. Gal Nicolas Papernot Ross J. Anderson DiffM 31 285 0 27 May 2023
CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers Dachuan Shi Chaofan Tao Anyi Rao Zhendong Yang Chun Yuan Jiaqi Wang VLM 45 22 0 27 May 2023
Query-Efficient Black-Box Red Teaming via Bayesian Optimization Deokjae Lee JunYeong Lee Jung-Woo Ha Jin-Hwa Kim Sang-Woo Lee Hwaran Lee Hyun Oh Song AAML 32 23 0 27 May 2023
DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text Xianjun Yang Wei Cheng Yue Wu Linda R. Petzold William Yang Wang Haifeng Chen DeLMO 39 89 0 27 May 2023
Fine-Tuning Language Models with Just Forward Passes Sadhika Malladi Tianyu Gao Eshaan Nichani Alexandru Damian Jason D. Lee Danqi Chen Sanjeev Arora 48 180 0 27 May 2023
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In Zichun Yu Chenyan Xiong S. Yu Zhiyuan Liu KELM VLM 35 62 0 27 May 2023
Generating Images with Multimodal Language Models Jing Yu Koh Daniel Fried Ruslan Salakhutdinov MLLM 44 243 0 26 May 2023
Large Language Models as Tool Makers Tianle Cai Xuezhi Wang Tengyu Ma Xinyun Chen Denny Zhou LLMAG 42 192 0 26 May 2023
Scissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time Zichang Liu Aditya Desai Fangshuo Liao Weitao Wang Victor Xie Zhaozhuo Xu Anastasios Kyrillidis Anshumali Shrivastava 33 204 0 26 May 2023
NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models Gengze Zhou Yicong Hong Qi Wu ELM LM&Ro LLMAG LRM 30 143 0 26 May 2023
MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies Shiyue Zhang Shijie Wu Ozan Irsoy Steven Lu Joey Tianyi Zhou Mark Dredze David S. Rosenberg 29 9 0 26 May 2023
Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation Marius Mosbach Tiago Pimentel Shauli Ravfogel Dietrich Klakow Yanai Elazar 55 124 0 26 May 2023
On Evaluating Adversarial Robustness of Large Vision-Language Models Yunqing Zhao Tianyu Pang Chao Du Xiao Yang Chongxuan Li Ngai-man Cheung Min Lin VLM AAML MLLM 35 166 0 26 May 2023
MultiTool-CoT: GPT-3 Can Use Multiple External Tools with Chain of Thought Prompting Tatsuro Inaba Hirokazu Kiyomaru Fei Cheng Sadao Kurohashi KELM LRM 32 23 0 26 May 2023
Parameter-Efficient Fine-Tuning without Introducing New Latency Baohao Liao Yan Meng Christof Monz 24 49 0 26 May 2023
Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model Yibo Miao Hongcheng Gao Hao Zhang Zhijie Deng DeLMO 38 20 0 26 May 2023
On the Tool Manipulation Capability of Open-source Large Language Models Qiantong Xu Fenglu Hong Yangqiu Song Changran Hu Zheng Chen Jian Zhang LLMAG 35 70 0 25 May 2023
Scaling Data-Constrained Language Models Niklas Muennighoff Alexander M. Rush Boaz Barak Teven Le Scao Aleksandra Piktus Nouamane Tazi S. Pyysalo Thomas Wolf Colin Raffel ALM 45 203 0 25 May 2023
Scan and Snap: Understanding Training Dynamics and Token Composition in 1-layer Transformer Yuandong Tian Yiping Wang Beidi Chen S. Du MLT 36 73 0 25 May 2023
Automated Tensor Model Parallelism with Overlapped Communication for Efficient Foundation Model Training Shengwei Li Zhiquan Lai Yanqi Hao Weijie Liu Ke-shi Ge Xiaoge Deng Dongsheng Li KaiCheng Lu 24 10 0 25 May 2023
ChatBridge: Bridging Modalities with Large Language Model as a Language Catalyst Zijia Zhao Longteng Guo Tongtian Yue Si-Qing Chen Shuai Shao Xinxin Zhu Zehuan Yuan Jing Liu MLLM 45 53 0 25 May 2023
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation Niels Mündler Jingxuan He Slobodan Jenko Martin Vechev HILM 22 109 0 25 May 2023
RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting Lei Shu Liangchen Luo Jayakumar Hoskere Yun Zhu Canoee Liu Simon Tong Jindong Chen Lei Meng KELM LRM 40 44 0 25 May 2023
Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models Haonan Duan Adam Dziedzic Nicolas Papernot Franziska Boenisch AAML 24 61 0 24 May 2023
The Larger They Are, the Harder They Fail: Language Models do not Recognize Identifier Swaps in Python Antonio Valerio Miceli Barone Fazl Barez Ioannis Konstas Shay B. Cohen 27 32 0 24 May 2023
Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective Guhao Feng Bohang Zhang Yuntian Gu Haotian Ye Di He Liwei Wang LRM 47 225 0 24 May 2023
Gorilla: Large Language Model Connected with Massive APIs Shishir G. Patil Tianjun Zhang Xin Wang Joseph E. Gonzalez ELM CLL ALM SyDa 42 525 0 24 May 2023
Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model Zirui Liu Guanchu Wang Shaochen Zhong Zhaozhuo Xu Daochen Zha ... Zhimeng Jiang Kaixiong Zhou V. Chaudhary Shuai Xu Xia Hu 52 12 0 24 May 2023
Revisiting Parallel Context Windows: A Frustratingly Simple Alternative and Chain-of-Thought Deterioration Kejuan Yang Xiao Liu Kaiwen Men Aohan Zeng Yuxiao Dong Jie Tang LLMAG LRM 29 3 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 39 35 0 24 May 2023
SAIL: Search-Augmented Instruction Learning Hongyin Luo Yung-Sung Chuang Yuan Gong Tianhua Zhang Yoon Kim Xixin Wu D. Fox Helen Meng James R. Glass ALM LRM RALM 41 23 0 24 May 2023
Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models Geewook Kim Hodong Lee D. Kim Haeji Jung S. Park Yoon Kim Sangdoo Yun Taeho Kil Bado Lee Seunghyun Park VLM 53 4 0 24 May 2023
PathAsst: A Generative Foundation AI Assistant Towards Artificial General Intelligence of Pathology Yuxuan Sun Chenglu Zhu S. Zheng Kai Zhang Xiaoxuan Yu Zhongyi Shui Yunlong Zhang Honglin Li Lin Yang LM&MA MedIm 24 44 0 24 May 2023
AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models Siqi Ouyang Lei Li LM&Ro LLMAG 22 9 0 24 May 2023
ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories Heming Xia Qingxiu Dong Lei Li Jingjing Xu Tianyu Liu Ziwei Qin Zhifang Sui MLLM VLM 18 3 0 24 May 2023
Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models Gen Luo Yiyi Zhou Tianhe Ren Shen Chen Xiaoshuai Sun Rongrong Ji VLM MLLM 31 91 0 24 May 2023
A RelEntLess Benchmark for Modelling Graded Relations between Named Entities Asahi Ushio Jose Camacho-Collados Steven Schockaert 34 1 0 24 May 2023
The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models Jingyuan Qi Zhiyang Xu Ying Shen Minqian Liu dingnan jin Qifan Wang Lifu Huang ReLM LRM KELM 27 11 0 24 May 2023
LAraBench: Benchmarking Arabic AI with Large Language Models Ahmed Abdelali Hamdy Mubarak Shammur A. Chowdhury Maram Hasanain Basel Mousi ... Yousseif Elshahawy Ahmed M. Ali Nadir Durrani Natasa Milic-Frayling Firoj Alam ELM LM&MA 25 19 0 24 May 2023
GPTAraEval: A Comprehensive Evaluation of ChatGPT on Arabic NLP Md. Tawkat Islam Khondaker Abdul Waheed El Moatez Billah Nagoudi Muhammad Abdul-Mageed ELM LM&MA 32 63 0 24 May 2023
Tricking LLMs into Disobedience: Formalizing, Analyzing, and Detecting Jailbreaks Abhinav Rao S. Vashistha Atharva Naik Somak Aditya Monojit Choudhury 43 17 0 24 May 2023
How Predictable Are Large Language Model Capabilities? A Case Study on BIG-bench Qinyuan Ye Harvey Yiyun Fu Xiang Ren Robin Jia ELM 26 22 0 24 May 2023
Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark Minje Choi Jiaxin Pei Sagar Kumar Chang Shu David Jurgens ALM LLMAG 45 70 0 24 May 2023
Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis Sohee Yang Jonghyeon Kim Joel Jang Seonghyeon Ye Hyunji Lee Minjoon Seo 36 9 0 24 May 2023
Mitigating Temporal Misalignment by Discarding Outdated Facts Michael J.Q. Zhang Eunsol Choi KELM HILM 29 17 0 24 May 2023
Estimating Large Language Model Capabilities without Labeled Test Data Harvey Yiyun Fu Qinyuan Ye Albert Xu Xiang Ren Robin Jia 28 8 0 24 May 2023
Adapting Language Models to Compress Contexts Alexis Chevalier Alexander Wettig Anirudh Ajith Danqi Chen LLMAG 16 176 0 24 May 2023
Alt-Text with Context: Improving Accessibility for Images on Twitter Nikita Srivatsan Sofia Samaniego Omar U. Florez Taylor Berg-Kirkpatrick 28 3 0 24 May 2023