Title
ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity? Michael Heck Nurul Lubis Benjamin Ruppik Renato Vukovic Shutong Feng Christian Geishauser Hsien-chin Lin Carel van Niekerk Milica Gavsić 127 47 0 02 Jun 2023
StyleDrop: Text-to-Image Generation in Any Style Kihyuk Sohn Nataniel Ruiz Kimin Lee Daniel Castro Chin Irina Blok ... Yuanzhen Li Yuan Hao Irfan Essa Michael Rubinstein Dilip Krishnan 70 152 0 01 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 235 588 0 01 Jun 2023
"Let's not Quote out of Context": Unified Vision-Language Pretraining for Context Assisted Image Captioning Abisek Rajakumar Kalarani P. Bhattacharyya Niyati Chhaya Sumit Shekhar CoGe VLM 116 9 0 01 Jun 2023
Automatic Glossary of Clinical Terminology: a Large-Scale Dictionary of Biomedical Definitions Generated from Ontological Knowledge François Remy Thomas Demeester LM&MA 62 4 0 01 Jun 2023
Challenges and Remedies to Privacy and Security in AIGC: Exploring the Potential of Privacy Computing, Blockchain, and Beyond Chuan Chen Zhenpeng Wu Yan-Hao Lai Wen-chao Ou Tianchi Liao Zibin Zheng 138 36 0 01 Jun 2023
Preference-grounded Token-level Guidance for Language Model Fine-tuning Shentao Yang Shujian Zhang Congying Xia Yihao Feng Caiming Xiong Mi Zhou 146 28 0 01 Jun 2023
Rethinking Model Evaluation as Narrowing the Socio-Technical Gap Q. V. Liao Ziang Xiao ALM ELM 149 32 0 01 Jun 2023
Human-Aligned Calibration for AI-Assisted Decision Making N. C. Benz Manuel Gomez Rodriguez 88 19 0 31 May 2023
Decision-Oriented Dialogue for Human-AI Collaboration Jessy Lin Nicholas Tomlin Jacob Andreas J. Eisner LLMAG 118 28 0 31 May 2023
Let's Verify Step by Step Hunter Lightman V. Kosaraju Yura Burda Harrison Edwards Bowen Baker Teddy Lee Jan Leike John Schulman Ilya Sutskever K. Cobbe ALM OffRL LRM 248 1,241 0 31 May 2023
Edit Distance based RL for RNNT decoding DongSeon Hwang Changwan Ryu K. Sim 54 0 0 31 May 2023
Large Language Models Are Not Strong Abstract Reasoners Gaël Gendron Qiming Bao Michael Witbrock Gillian Dobbie ELM LRM 127 37 0 31 May 2023
The Impact of Positional Encoding on Length Generalization in Transformers Amirhossein Kazemnejad Inkit Padhi Karthikeyan N. Ramamurthy Payel Das Siva Reddy 81 209 0 31 May 2023
Cones 2: Customizable Image Synthesis with Multiple Subjects Zhiheng Liu Yifei Zhang Yujun Shen Kecheng Zheng Kai Zhu Ruili Feng Yu Liu Deli Zhao Jingren Zhou Yang Cao DiffM 104 81 0 30 May 2023
LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images Viraj Prabhu Sriram Yenamandra Prithvijit Chattopadhyay Judy Hoffman 112 42 0 30 May 2023
Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy Pengfei Yu Heng Ji KELM 80 10 0 29 May 2023
Do Large Language Models Know What They Don't Know? Zhangyue Yin Qiushi Sun Qipeng Guo Jiawen Wu Xipeng Qiu Xuanjing Huang ELM AI4MH 106 164 0 29 May 2023
Taming AI Bots: Controllability of Neural States in Large Language Models Stefano Soatto Paulo Tabuada Pratik Chaudhari Tianwei Liu LLMAG LM&Ro 96 13 0 29 May 2023
Reinforcement Learning with Human Feedback: Learning Dynamic Choices via Pessimism Zihao Li Zhuoran Yang Mengdi Wang OffRL 109 60 0 29 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 106 97 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 164 205 0 27 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 149 184 0 26 May 2023
Large Language Models Are Partially Primed in Pronoun Interpretation S. Lam Qingcheng Zeng Kexun Zhang Chenyu You Rob Voigt 54 4 0 26 May 2023
Playing repeated games with Large Language Models Elif Akata Lion Schulz Julian Coda-Forno Seong Joon Oh Matthias Bethge Eric Schulz 585 137 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 102 78 0 25 May 2023
Understanding the Capabilities of Large Language Models for Automated Planning Vishal Pallagani Bharath Muppasani K. Murugesan F. Rossi Biplav Srivastava L. Horesh F. Fabiano Andrea Loreggia LLMAG ELM 71 39 0 25 May 2023
A Survey on ChatGPT: AI-Generated Contents, Challenges, and Solutions Yuntao Wang Yanghe Pan Miao Yan Zhou Su Tom H. Luan 96 168 0 25 May 2023
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation Niels Mündler Jingxuan He Slobodan Jenko Martin Vechev HILM 74 119 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 105 57 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
LayoutGPT: Compositional Visual Planning and Generation with Large Language Models Weixi Feng Wanrong Zhu Tsu-Jui Fu Varun Jampani Arjun Reddy Akula Xuehai He Sugato Basu Xinze Wang William Yang Wang MLLM 127 180 0 24 May 2023
On Degrees of Freedom in Defining and Testing Natural Language Understanding Saku Sugawara S. Tsugita ELM 86 1 0 24 May 2023
Referral Augmentation for Zero-Shot Information Retrieval Michael Tang Shunyu Yao John Yang Karthik Narasimhan 86 3 0 24 May 2023
GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking Jiayan Guo Lun Du Hengyu Liu Mengyu Zhou Xinyi He Shi Han AI4MH 96 167 0 24 May 2023
A Monte Carlo Language Model Pipeline for Zero-Shot Sociopolitical Event Extraction Erica Cai Brendan O'Connor 62 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 120 98 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 75 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 98 312 0 24 May 2023
OverPrompt: Enhancing ChatGPT through Efficient In-Context Learning Jiazheng Li Runcong Zhao Yongxin Yang Yulan He Lin Gui 79 10 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 102 23 0 24 May 2023
Anthropomorphization of AI: Opportunities and Risks Ameet Deshpande Tanmay Rajpurohit Karthik Narasimhan Ashwin Kalyan 70 24 0 24 May 2023
Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models Amirhossein Kazemnejad Mehdi Rezagholizadeh Prasanna Parthasarathi Sarath Chandar ELM 60 2 0 24 May 2023
Using Natural Language Explanations to Rescale Human Judgments Manya Wadhwa Jifan Chen Junyi Jessy Li Greg Durrett 88 8 0 24 May 2023
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning Ahmed Masry P. Kavehzadeh Do Xuan Long Enamul Hoque Shafiq Joty LRM 95 113 0 24 May 2023
Leftover Lunch: Advantage-based Offline Reinforcement Learning for Language Models Ashutosh Baheti Ximing Lu Faeze Brahman Ronan Le Bras Maarten Sap Mark O. Riedl 134 10 0 24 May 2023
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models Lyne Tchapmi Mingyu Derek Ma Fei Wang Chaowei Xiao Muhao Chen SILM 142 85 0 24 May 2023
DecipherPref: Analyzing Influential Factors in Human Preference Judgments via GPT-4 Ye Hu Kaiqiang Song Sangwoo Cho Xiaoyang Wang H. Foroosh Fei Liu 99 13 0 24 May 2023
Have Large Language Models Developed a Personality?: Applicability of Self-Assessment Tests in Measuring Personality in LLMs Xiaoyang Song Akshat Gupta Kiyan Mohebbizadeh Shujie Hu Anant Singh 76 28 0 24 May 2023
Enabling Large Language Models to Generate Text with Citations Tianyu Gao Howard Yen Jiatong Yu Danqi Chen LM&MA HILM 165 357 0 24 May 2023