Title
Role-Play with Large Language Models Murray Shanahan Kyle McDonell Laria Reynolds LLMAG 84 307 0 25 May 2023
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation Niels Mündler Jingxuan He Slobodan Jenko Martin Vechev HILM 85 119 0 25 May 2023
Towards Language-guided Interactive 3D Generation: LLMs as Layout Interpreter with Generative Feedback Yiqi Lin Hao Wu Ruichen Wang H. Lu Xiaodong Lin Hui Xiong Lin Wang 3DV 76 13 0 25 May 2023
Dynamic Context Pruning for Efficient and Interpretable Autoregressive Transformers Sotiris Anagnostidis Dario Pavllo Luca Biggio Lorenzo Noci Aurelien Lucchi Thomas Hofmann 121 57 0 25 May 2023
On the Planning Abilities of Large Language Models : A Critical Investigation Karthik Valmeekam Matthew Marquez S. Sreedharan Subbarao Kambhampati LLMAG LRM 65 241 0 25 May 2023
The False Promise of Imitating Proprietary LLMs Arnav Gudibande Eric Wallace Charles Burton Snell Xinyang Geng Hao Liu Pieter Abbeel Sergey Levine Dawn Song ALM 169 208 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 98 51 0 25 May 2023
BookGPT: A General Framework for Book Recommendation Empowered by Large Language Model Aakas Zhiyuli YanFang Chen Xuan Zhang Xun Liang ALM LLMAG 97 33 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 198 226 0 25 May 2023
Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation Yuan Yang Siheng Xiong Ali Payani Ehsan Shareghi Faramarz Fekri LRM 84 41 0 24 May 2023
Large Language Models are Few-Shot Health Learners Xin Liu Daniel J. McDuff G. Kovács I. Galatzer-Levy Jacob Sunshine Jiening Zhan M. Poh Shun Liao P. Achille Shwetak N. Patel LM&MA AI4MH 132 117 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 50 32 0 24 May 2023
Large Language Models for User Interest Journeys Konstantina Christakopoulou Alberto Lalama Cj Adams Iris Qu Yifat Amir ... Dina Bseiso Sarah Scodel Lucas Dixon Ed H. Chi Minmin Chen 107 30 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 168 262 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 196 572 0 24 May 2023
Breaking the Curse of Quality Saturation with User-Centric Ranking Zhuokai Zhao Yang Yang Wenyu Wang Chi-Yu Liu Yunluo Shi Wenjie Hu Haotian Zhang Shuangjun Yang 68 3 0 24 May 2023
Visual Programming for Text-to-Image Generation and Evaluation Jaemin Cho Abhaysinh Zala Joey Tianyi Zhou MLLM 130 51 0 24 May 2023
Testing the General Deductive Reasoning Capacity of Large Language Models Using OOD Examples Abulhair Saparov Richard Yuanzhe Pang Vishakh Padmakumar Nitish Joshi Seyed Mehran Kazemi Najoung Kim He He ELM LRM 158 94 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 60 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 120 45 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 111 4 0 24 May 2023
Meta-Learning Online Adaptation of Language Models Nathan J. Hu E. Mitchell Christopher D. Manning Chelsea Finn KELM 101 37 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 137 49 0 24 May 2023
AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models Siqi Ouyang Lei Li LM&Ro LLMAG 54 10 0 24 May 2023
Lawyer LLaMA Technical Report Quzhe Huang Mingxu Tao Chen Zhang Zhenwei An Cong Jiang Zhibin Chen Zirui Wu Yansong Feng ELM ALM AILaw 131 55 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 69 98 0 24 May 2023
A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis Alessandro Stolfo Yonatan Belinkov Mrinmaya Sachan MILM KELM LRM 113 54 0 24 May 2023
Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations Wei-Lin Chen Cheng-Kuang Wu Yun-Nung Chen Hsin-Hsi Chen 115 35 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 81 1 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 124 98 0 24 May 2023
Unlocking Temporal Question Answering for Large Language Models Using Code Execution Xingxuan Li Liying Cheng Qingyu Tan Hwee Tou Ng Shafiq Joty Lidong Bing LRM AI4CE 81 0 0 24 May 2023
Bactrian-X: Multilingual Replicable Instruction-Following Models with Low-Rank Adaptation Haonan Li Fajri Koto Minghao Wu Alham Fikri Aji Timothy Baldwin ALM 81 76 0 24 May 2023
Sentiment Analysis in the Era of Large Language Models: A Reality Check Wenxuan Zhang Yue Deng Bing-Quan Liu Sinno Jialin Pan Lidong Bing AI4MH 103 312 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 63 13 0 24 May 2023
Reasoning with Language Model is Planning with World Model Shibo Hao Yi Gu Haodi Ma Joshua Jiahua Hong Zhen Wang D. Wang Zhiting Hu ReLM LRM LLMAG 170 604 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 108 12 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 103 70 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 115 24 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 102 159 0 24 May 2023
Universal Self-Adaptive Prompting Xingchen Wan Ruoxi Sun Hootan Nakhost H. Dai Julian Martin Eisenschlos Sercan O. Arik Tomas Pfister LRM 110 12 0 24 May 2023
Frugal Prompting for Dialog Models Bishal Santra Sakya Basak Abhinandan De Manish Gupta Pawan Goyal 43 2 0 24 May 2023
PURR: Efficiently Editing Language Model Hallucinations by Denoising Language Model Corruptions Anthony Chen Panupong Pasupat Sameer Singh Hongrae Lee Kelvin Guu 125 48 0 24 May 2023
PIVOINE: Instruction Tuning for Open-world Information Extraction Keming Lu Xiaoman Pan Kaiqiang Song Hongming Zhang Dong Yu Jianshu Chen 75 11 0 24 May 2023
Extracting Psychological Indicators Using Question Answering Luka Pavlović 21 0 0 24 May 2023
Leveraging GPT-4 for Automatic Translation Post-Editing Vikas Raunak Amr Sharaf Yiren Wang H. Awadallah Arul Menezes 80 69 0 24 May 2023
Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers Zixuan Jiang Jiaqi Gu Hanqing Zhu David Z. Pan AI4CE 104 18 0 24 May 2023
PromptNER: Prompting For Named Entity Recognition D. Ashok Zachary Chase Lipton 101 38 0 24 May 2023
Mitigating Temporal Misalignment by Discarding Outdated Facts Michael J.Q. Zhang Eunsol Choi KELM HILM 103 20 0 24 May 2023
Estimating Large Language Model Capabilities without Labeled Test Data Harvey Yiyun Fu Qinyuan Ye Albert Xu Xiang Ren Robin Jia 73 9 0 24 May 2023
Anthropomorphization of AI: Opportunities and Risks Ameet Deshpande Tanmay Rajpurohit Karthik Narasimhan Ashwin Kalyan 83 24 0 24 May 2023