Title
Strategic Reasoning with Language Models Kanishk Gandhi Dorsa Sadigh Noah D. Goodman LM&Ro LRM 90 41 0 30 May 2023
AlphaBlock: Embodied Finetuning for Vision-Language Reasoning in Robot Manipulation Chuhao Jin Wenhui Tan Jiange Yang Bei Liu Ruihua Song Limin Wang Jianlong Fu LM&Ro LRM 62 24 0 30 May 2023
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge Xingyu Fu Shenmin Zhang Gukyeong Kwon Pramuditha Perera Henghui Zhu ... Zhiguo Wang Vittorio Castelli Patrick Ng Dan Roth Bing Xiang 90 22 0 30 May 2023
Universality and Limitations of Prompt Tuning Yihan Wang Jatin Chauhan Wei Wang Cho-Jui Hsieh 147 18 0 30 May 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Liang Zhao ALM 172 140 0 30 May 2023
Faith and Fate: Limits of Transformers on Compositionality Nouha Dziri Ximing Lu Melanie Sclar Xiang Lorraine Li Liwei Jian ... Sean Welleck Xiang Ren Allyson Ettinger Zaïd Harchaoui Yejin Choi ReLM LRM 224 388 0 29 May 2023
PaLI-X: On Scaling up a Multilingual Vision and Language Model Xi Chen Josip Djolonga Piotr Padlewski Basil Mustafa Soravit Changpinyo ... Mojtaba Seyedhosseini A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut VLM 164 203 0 29 May 2023
Brainformers: Trading Simplicity for Efficiency Yan-Quan Zhou Nan Du Yanping Huang Daiyi Peng Chang Lan ... Zhifeng Chen Quoc V. Le Claire Cui J.H.J. Laundon J. Dean MoE 92 27 0 29 May 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward Model Rafael Rafailov Archit Sharma E. Mitchell Stefano Ermon Christopher D. Manning Chelsea Finn ALM 407 4,190 0 29 May 2023
Contextual Object Detection with Multimodal Large Language Models Yuhang Zang Wei Li Jun Han Kaiyang Zhou Chen Change Loy ObjD VLM MLLM 129 88 0 29 May 2023
Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning Zhanming Jie Wei Lu LRM ReLM 90 16 0 29 May 2023
BigTranslate: Augmenting Large Language Models with Multilingual Translation Capability over 100 Languages Wen Yang Chong Li Jiajun Zhang Chengqing Zong LRM 99 54 0 29 May 2023
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets Md Tahmid Rahman Laskar M Saiful Bari Mizanur Rahman Md Amran Hossen Bhuiyan Shafiq Joty J. Huang LM&MA ELM ALM 131 193 0 29 May 2023
Large Language Models are not Fair Evaluators Peiyi Wang Lei Li Liang Chen Zefan Cai Dawei Zhu Binghuai Lin Yunbo Cao Qi Liu Tianyu Liu Zhifang Sui ALM 178 575 0 29 May 2023
LLM-QAT: Data-Free Quantization Aware Training for Large Language Models Zechun Liu Barlas Oğuz Changsheng Zhao Ernie Chang Pierre Stock Yashar Mehdad Yangyang Shi Raghuraman Krishnamoorthi Vikas Chandra MQ 134 209 0 29 May 2023
Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning Haoran He Chenjia Bai Kang Xu Zhuoran Yang Weinan Zhang Dong Wang Bingyan Zhao Xuelong Li DiffM OffRL 101 98 0 29 May 2023
Vec2Gloss: definition modeling leveraging contextualized vectors with Wordnet gloss Yu-Hsiang Tseng Mao-Chang Ku Wei-Ling Chen Yu-Lin Chang S. Hsieh 59 2 0 29 May 2023
Large Language Models, scientific knowledge and factuality: A systematic analysis in antibiotic discovery Magdalena Wysocka Oskar Wysocki Maxime Delmas V. Mutel André Freitas LM&MA 74 6 0 28 May 2023
ConvGenVisMo: Evaluation of Conversational Generative Vision Models Narjes Nikzad Khasmakhi M. Asgari-Chenaghlu Nabiha Asghar Philipp Schaer Dietlind Zuhlke 36 2 0 28 May 2023
Language Models are Bounded Pragmatic Speakers: Understanding RLHF from a Bayesian Cognitive Modeling Perspective Khanh Nguyen LRM 142 8 0 28 May 2023
Mitigating Label Biases for In-context Learning Yu Fei Buse Giledereli Zeming Chen Antoine Bosselut 103 76 0 28 May 2023
FuseCap: Leveraging Large Language Models for Enriched Fused Image Captions Noam Rotstein David Bensaid Shaked Brody Roy Ganz Ron Kimmel VLM 89 31 0 28 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 123 66 0 28 May 2023
Plug-and-Play Document Modules for Pre-trained Models Chaojun Xiao Zhengyan Zhang Xu Han Chi-Min Chan Yankai Lin Zhiyuan Liu Xiangyang Li Zhonghua Li Bo Zhao Maosong Sun KELM 110 6 0 28 May 2023
FERMAT: An Alternative to Accuracy for Numerical Reasoning Jasivan Sivakumar N. Moosavi ReLM LRM 93 4 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 96 25 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 109 69 0 27 May 2023
Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models Yuhui Zhang Michihiro Yasunaga Zhengping Zhou Jeff Z. HaoChen James Zou Percy Liang Serena Yeung 103 9 0 27 May 2023
Chain-of-Thought Hub: A Continuous Effort to Measure Large Language Models' Reasoning Performance Yao Fu Litu Ou Mingyu Chen Yuhao Wan Hao-Chun Peng Tushar Khot LLMAG ELM LRM ReLM 84 115 0 26 May 2023
Honey, I Shrunk the Language: Language Model Behavior at Reduced Scale Vijeta Deshpande Dan Pechi Shree Thatte Vladislav Lialin Anna Rumshisky 132 8 0 26 May 2023
Im-Promptu: In-Context Composition from Image Prompts Bhishma Dedhia Michael Chang Jake C. Snell Thomas Griffiths N. Jha LRM MLLM 111 2 0 26 May 2023
RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation Gabriele Sarti Phu Mon Htut Xing Niu B. Hsu Anna Currey Georgiana Dinu Maria Nadejde LRM 104 12 0 26 May 2023
Large Language Models as Tool Makers Tianle Cai Xuezhi Wang Tengyu Ma Xinyun Chen Denny Zhou LLMAG 109 212 0 26 May 2023
Manifold Regularization for Memory-Efficient Training of Deep Neural Networks Shadi Sartipi Edgar A. Bernal 50 0 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 147 164 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 95 10 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 161 184 0 26 May 2023
Do GPTs Produce Less Literal Translations? Vikas Raunak Arul Menezes Matt Post H. Awadallah 78 33 0 26 May 2023
Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model Yibo Miao Hongcheng Gao Hao Zhang Zhijie Deng DeLMO 103 20 0 26 May 2023
Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models Yao Yao Z. Li Hai Zhao ReLM LRM 85 22 0 26 May 2023
CONA: A novel CONtext-Aware instruction paradigm for communication using large language model Nan Zhou Xinghui Tao Xi Chen 31 0 0 26 May 2023
Imitating Task and Motion Planning with Visuomotor Transformers Murtaza Dalal Ajay Mandlekar Caelan Reed Garrett Ankur Handa Ruslan Salakhutdinov Dieter Fox 177 57 0 25 May 2023
Voyager: An Open-Ended Embodied Agent with Large Language Models Guanzhi Wang Yuqi Xie Yunfan Jiang Ajay Mandlekar Chaowei Xiao Yuke Zhu Linxi Fan Anima Anandkumar LM&Ro SyDa 194 844 0 25 May 2023
Diversity-Aware Coherence Loss for Improving Neural Topic Models Raymond Li Felipe González-Pizarro Linzi Xing Gabriel Murray Giuseppe Carenini BDL 474 4 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 120 79 0 25 May 2023
Training Data Extraction From Pre-trained Language Models: A Survey Shotaro Ishihara 124 48 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 117 61 0 25 May 2023
UFO: Unified Fact Obtaining for Commonsense Question Answering Zhifeng Li Yifan Fan Bowei Zou Yu Hong HILM LRM 74 1 0 25 May 2023
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning Daniel Saggau Mina Rezaei Bernd Bischl Ilias Chalkidis SSL MedIm 75 2 0 25 May 2023
SING: A Plug-and-Play DNN Learning Technique Adrien Courtois Damien Scieur Jean-Michel Morel Pablo Arias Thomas Eboli 70 0 0 25 May 2023