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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Workshop/R0-FoMo | https://openreview.net/forum?id=XoacWibt7b | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Dyah Adila",
"Changho Shin",
"Linrong Cai",
"Frederic Sala"
] | Foundation Models Can Robustify Themselves, For Free | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=V70F9FByZp | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Xiaodong Yu",
"Hao Cheng",
"Xiaodong Liu",
"Dan Roth",
"Jianfeng Gao"
] | Automatic Hallucination Assessment for Aligned Large Language Models via Transferable Adversarial Attacks | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=SJwXWwc47T | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"John Hewitt",
"Sarah Li Chen",
"Percy Liang",
"Christopher D Manning"
] | Teaching language models with canonical examples | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=S2FtwvKiiY | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Qing Guo",
"Prashan Wanigasekara",
"Jian Zheng",
"Jacob Zhiyuan Fang",
"Xinwei Deng",
"Chenyang Tao"
] | How Do Large Multimodal Models Really Fare in Classical Vision Few-Shot Challenges? A Deep Dive | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=RSGmZ7HZaA | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Mikail Khona",
"Maya Okawa",
"Rahul Ramesh",
"Kento Nishi",
"Robert P. Dick",
"Ekdeep Singh Lubana",
"Hidenori Tanaka"
] | Stepwise Inference in Transformers: Exploring a Synthetic Graph Navigation Task | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=NIeCTX8prp | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Sudhanshu Ranjan",
"Chung-En Sun",
"Linbo Liu",
"Tsui-Wei Weng"
] | Fooling GPT with adversarial in-context examples for text classification | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=LMg88bFhNJ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Madhur Panwar",
"Kabir Ahuja",
"Navin Goyal"
] | In-Context Learning and Bayesian Inference | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=KIhFggzePM | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Rahul Ramesh",
"Mikail Khona",
"Robert P. Dick",
"Hidenori Tanaka",
"Ekdeep Singh Lubana"
] | How Capable Can a Transformer Become? A Study on Synthetic, Interpretable Tasks | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=Jd8mD3SU8j | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Faria Huq",
"Jeffrey P. Bigham",
"Nikolas Martelaro"
] | What’s important here?: Opportunities and Challenges of LLM in retrieving information from Web Interface | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=IaNJC1IRds | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Deepa Anand",
"Gurunath Reddy",
"Vanika Singhal",
"Dattesh D. Shanbhag",
"Shriram KS",
"Uday Patil",
"Chitresh Bhushan",
"Kavitha Manickam",
"Dawei Gui",
"Rakesh Mullick",
"Avinash Gopal",
"Parminder Bhatia",
"Taha Kass-Hout"
] | One shot localization and segmentation of medical images with Foundation Models | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=HAqPAqztEU | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Gurusha Juneja",
"Amit Sharma"
] | A Universal Prompt Generator for Large Language Models | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=FJo2lroF7R | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Aman Madaan",
"Pranjal Aggarwal",
"Ankit Anand",
"Srividya Pranavi Potharaju",
"Swaroop Mishra",
"Pei Zhou",
"Aditya Gupta",
"Dheeraj Rajagopal",
"Yiming Yang",
"Shyam Upadhyay",
"Mausam .",
"Manaal Faruqui"
] | AutoMix: Mixing Models with Few-shot Self and Meta Verification | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=EztQmfnMLg | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ziqian Lin",
"Yicong Chen",
"Yuchen Zeng",
"Kangwook Lee"
] | Coded Prompts for Large Language Models | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=EEIPgU1oO6 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yasaman Esfandiari",
"Rodolfo Valiente Romero",
"Amir Rahimi"
] | Deep Embedded Clustering in Few-shot Representations (DECiFR) | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=ED7E1fUAk2 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Mohamadreza Fereydooni",
"Hosein Hasani",
"Ali Razghandi",
"Mahdieh Soleymani Baghshah"
] | Divide and Conquer: Two-Level Problem Remodeling for Large-Scale Few-Shot Learning | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=AJiBZ1BPH5 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ruisu Zhang",
"Yicong Chen",
"Kangwook Lee"
] | Zero-shot Improvement of Object Counting with CLIP | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=7GHPcloiHq | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zaid Khan",
"Yun Fu"
] | Selective Prediction For Open-Ended Question Answering in Black-Box Vision-Language Models | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=4uiOPSvbN6 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Sajad Mousavi",
"Ricardo Luna Gutierrez",
"Desik Rengarajan",
"Vineet Gundecha",
"Ashwin Ramesh Babu",
"Avisek Naug",
"Antonio Guillen",
"Soumyendu Sarkar"
] | Enhancing Large Language Models with Ensemble of Critics for Mitigating Toxicity and Hallucination | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=3MpDQ0YA7V | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Dmitrii Krasheninnikov",
"Egor Krasheninnikov",
"Bruno Mlodozeniec",
"David Krueger"
] | Meta- (out-of-context) learning in neural networks | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=2gytoWpJGf | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Scott C Lowe",
"Joakim Bruslund Haurum",
"Sageev Oore",
"Thomas B. Moeslund",
"Graham W. Taylor"
] | Zero-shot Clustering of Embeddings with Pretrained and Self-Supervised Learnt Encoders | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=2LkTVY15SM | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | https://github.com/v7labs/xmem_icl | [
"Thomas Foster",
"Ioana Croitoru",
"Robert Dorfman",
"Christoffer Edlund",
"Thomas Varsavsky",
"Jon Almazán"
] | Flexible visual prompts for in context learning in computer vision | 6 |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=1fuyNbblEt | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Lingjiao Chen",
"Matei Zaharia",
"James Zou"
] | Analyzing ChatGPT’s Behavior Shifts Over Time | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=1G7n7LW3mF | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Nicholas Kroeger",
"Dan Ley",
"Satyapriya Krishna",
"Chirag Agarwal",
"Himabindu Lakkaraju"
] | Are Large Language Models Post Hoc Explainers? | null |
|||
Workshop/R0-FoMo | https://openreview.net/forum?id=0hTtit3AAm | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | https://github.com/ucsc-vlaa/clipa | [
"Xianhang Li",
"Zeyu Wang",
"Cihang Xie"
] | CLIPA-v2: Scaling CLIP Training with 81.1 | 293 |
|||
Workshop/M3L | https://openreview.net/forum?id=zarvq21MVP | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Wei Huang",
"Yuan Cao",
"Haonan Wang",
"Xin Cao",
"Taiji Suzuki"
] | Graph Neural Networks Benefit from Structural Information Provably: A Feature Learning Perspective | null |
|||
Workshop/M3L | https://openreview.net/forum?id=zaeQGiPVYY | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Kwangjun Ahn",
"Xiang Cheng",
"Minhak Song",
"Chulhee Yun",
"Ali Jadbabaie",
"Suvrit Sra"
] | Linear attention is (maybe) all you need (to understand transformer optimization) | null |
|||
Workshop/M3L | https://openreview.net/forum?id=xzJ8Xt6wy7 | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Prin Phunyaphibarn",
"Junghyun Lee",
"Bohan Wang",
"Huishuai Zhang",
"Chulhee Yun"
] | Large Catapults in Momentum Gradient Descent with Warmup: An Empirical Study | null |
|||
Workshop/M3L | https://openreview.net/forum?id=xxYfmRTwyX | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Greg Yang",
"Dingli Yu",
"Chen Zhu",
"Soufiane Hayou"
] | Feature Learning in Infinite-Depth Neural Networks | null |
|||
Workshop/M3L | https://openreview.net/forum?id=vXkC6AOupO | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Benoit Dherin"
] | Implicit biases in multitask and continual learningfrom a backward error analysis perspective | null |
|||
Workshop/M3L | https://openreview.net/forum?id=qxy72wUf90 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Mingze Wang",
"Lei Wu"
] | The Noise Geometry of Stochastic Gradient Descent: A Quantitative and Analytical Characterization | null |
|||
Workshop/M3L | https://openreview.net/forum?id=ovTv99C921 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Nico Alvarado",
"Hans Lobel",
"Mircea Petrache"
] | Curvature-Dimension Tradeoff for Generalization in Hyperbolic Space | null |
|||
Workshop/M3L | https://openreview.net/forum?id=kuAQRCHQNX | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Atli Kosson",
"Dongyang Fan",
"Martin Jaggi"
] | Understanding the Role of Noisy Statistics in the Regularization Effect of Batch Normalization | null |
|||
Workshop/M3L | https://openreview.net/forum?id=kXf5CfXBbU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yihang Chen",
"Fanghui Liu",
"Yiping Lu",
"Grigorios Chrysos",
"Volkan Cevher"
] | Generalization Guarantees of Deep ResNets in the Mean-Field Regime | null |
|||
Workshop/M3L | https://openreview.net/forum?id=jRqhooP4f9 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Soichiro Kumano",
"Hiroshi Kera",
"Toshihiko Yamasaki"
] | Theoretical Explanation for Generalization from Adversarial Perturbations | null |
|||
Workshop/M3L | https://openreview.net/forum?id=hVcGX9oOeE | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Xuchen Gong",
"Tianwen Fu"
] | Unraveling the Complexities of Simplicity Bias: Mitigating and Amplifying Factors | null |
|||
Workshop/M3L | https://openreview.net/forum?id=dq5QGXGxoJ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zachary Izzo",
"James Zou"
] | A Theoretical Study of Dataset Distillation | null |
|||
Workshop/M3L | https://openreview.net/forum?id=aBeZ3jid9i | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Kevin Christian Wibisono",
"Yixin Wang"
] | On the Role of Unstructured Training Data in Transformers' In-Context Learning Capabilities | null |
|||
Workshop/M3L | https://openreview.net/forum?id=ZBqB3XiN6M | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Simone Bombari",
"Marco Mondelli"
] | Privacy at Interpolation: Precise Analysis for Random and NTK Features | null |
|||
Workshop/M3L | https://openreview.net/forum?id=Z7UaGFmg8O | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Chinmaya Kausik",
"Kashvi Srivastava",
"Rishi Sonthalia"
] | Denoising Low-Rank Data Under Distribution Shift: Double Descent and Data Augmentation | null |
|||
Workshop/M3L | https://openreview.net/forum?id=WooXHaAvKQ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Mo Zhou",
"Rong Ge"
] | How does Gradient Descent Learn Features — A Local Analysis for Regularized Two-Layer Neural Networks | null |
|||
Workshop/M3L | https://openreview.net/forum?id=Shqnglu4En | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Behrooz Tahmasebi",
"Ashkan Soleymani",
"Stefanie Jegelka",
"Patrick Jaillet"
] | On Scale-Invariant Sharpness Measures | null |
|||
Workshop/M3L | https://openreview.net/forum?id=QPMfCLnIqf | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Mohamad Amin Mohamadi",
"Zhiyuan Li",
"Lei Wu",
"Danica Sutherland"
] | Grokking modular arithmetic can be explained by margin maximization | null |
|||
Workshop/M3L | https://openreview.net/forum?id=QBOV4DqFh6 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | https://github.com/anomdoubleblind/asymmetrical_scaling | [
"Fadhel Ayed",
"Francois Caron",
"Paul Jung",
"Juho Lee",
"Hoil Lee",
"Hongseok Yang"
] | Over-parameterised Shallow Neural Networks with Asymmetrical Node Scaling:
Global Convergence Guarantees and Feature Learning | 0 |
|||
Workshop/M3L | https://openreview.net/forum?id=PYZ2lNVxgz | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Feyza Duman Keles",
"Chinmay Hegde"
] | On the Computational Complexity of Inverting Generative Models | null |
|||
Workshop/M3L | https://openreview.net/forum?id=KzR07JhgtW | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Cassidy Laidlaw",
"Banghua Zhu",
"Stuart Russell",
"Anca Dragan"
] | A Theoretical Explanation of Deep RL Performance in Stochastic Environments | null |
|||
Workshop/M3L | https://openreview.net/forum?id=KZ47dqKtGs | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Rishi Sonthalia",
"Xinyue Li",
"Bochao Gu"
] | Under-Parameterized Double Descent for Ridge Regularized Least Squares Denoising of Data on a Line | null |
|||
Workshop/M3L | https://openreview.net/forum?id=IfyZSIxcoM | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Mahdiyar Molahasani",
"Ali Etemad",
"Michael Greenspan"
] | Continual Learning for Long-Tailed Recognition: Bridging the Gap in Theory and Practice | null |
|||
Workshop/M3L | https://openreview.net/forum?id=Gw77i2J8g5 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Alice Bizeul",
"Carl Allen"
] | SimVAE: Narrowing the gap between Discriminative Generative Representation Learning | null |
|||
Workshop/M3L | https://openreview.net/forum?id=FM6MtmeRxZ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Miao Lu",
"Beining Wu",
"Xiaodong Yang",
"Difan Zou"
] | Benign Oscillation of Stochastic Gradient Descent with Large Learning Rate | null |
|||
Workshop/M3L | https://openreview.net/forum?id=DYiER5LgUU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Justin Diamond"
] | On Compositionality and Emergence in Physical Systems Generativie Modeling | null |
|||
Workshop/M3L | https://openreview.net/forum?id=ClCrg213JS | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Felix Sarnthein",
"Sidak Pal Singh",
"Antonio Orvieto",
"Thomas Hofmann"
] | Escaping Random Teacher Initialization Enhances Signal Propagation and Representation | null |
|||
Workshop/M3L | https://openreview.net/forum?id=BMQ4i2RVbE | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Hongkang Li",
"Meng Wang",
"Songtao Lu",
"Hui Wan",
"Xiaodong Cui",
"Pin-Yu Chen"
] | Transformers as Multi-Task Feature Selectors: Generalization Analysis of In-Context Learning | null |
|||
Workshop/M3L | https://openreview.net/forum?id=AxoqhdHHH1 | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yilong Qin",
"Andrej Risteski"
] | Fit Like You Sample: Sample-Efficient Score Matching From Fast Mixing Diffusions | null |
|||
Workshop/M3L | https://openreview.net/forum?id=8s8w7nwCuk | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Esha Singh",
"Shoham Sabach",
"Yu-Xiang Wang"
] | MoXCo:How I learned to stop exploring and love my local minima? | null |
|||
Workshop/M3L | https://openreview.net/forum?id=89fKHVtsMR | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Oğuz Yüksel",
"Etienne Boursier",
"Nicolas Flammarion"
] | First-order ANIL provably learns representations despite overparametrisation | null |
|||
Workshop/M3L | https://openreview.net/forum?id=7OwnWAPfXu | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Kavya Ravichandran",
"Yatin Dandi",
"Stefani Karp",
"Francesca Mignacco"
] | Learning from setbacks: the impact of adversarial initialization on generalization performance | null |
|||
Workshop/M3L | https://openreview.net/forum?id=6V11PG7w5l | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Rylan Schaeffer",
"Zachary Robertson",
"Akhilan Boopathy",
"Mikail Khona",
"Ila Fiete",
"Andrey Gromov",
"Sanmi Koyejo"
] | Divergence at the Interpolation Threshold: Identifying, Interpreting Ablating the Sources of a Deep Learning Puzzle | null |
|||
Workshop/M3L | https://openreview.net/forum?id=4pPnQqUMLS | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Can Yaras",
"Peng Wang",
"Wei Hu",
"Zhihui Zhu",
"Laura Balzano",
"Qing Qu"
] | Invariant Low-Dimensional Subspaces in Gradient Descent for Learning Deep Matrix Factorizations | null |
|||
Workshop/M3L | https://openreview.net/forum?id=4927EDtTI6 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Atsushi Nitanda",
"Kazusato Oko",
"Taiji Suzuki",
"Denny Wu"
] | How Structured Data Guides Feature Learning: A Case Study of the Parity Problem | null |
|||
Workshop/M3L | https://openreview.net/forum?id=3vkeYFEZxW | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Satwik Bhattamishra",
"Phil Blunsom",
"Varun Kanade"
] | The Next Symbol Prediction Problem: PAC-learning and its relation to Language Models | null |
|||
Workshop/M3L | https://openreview.net/forum?id=3vBtKsiHEC | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Francesco D'Angelo",
"Aditya Varre",
"Maksym Andriushchenko",
"Nicolas Flammarion"
] | Why Do We Need Weight Decay for Overparameterized Deep Networks? | null |
|||
Workshop/M3L | https://openreview.net/forum?id=3YcBch3ejt | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Regev Cohen",
"Ehud Rivlin",
"Daniel Freedman"
] | The Double-Edged Sword: Perception and Uncertainty in Inverse Problems | null |
|||
Workshop/M3L | https://openreview.net/forum?id=3WBUUAgPxy | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yutong Wang",
"Rishi Sonthalia",
"Wei Hu"
] | Near-Interpolators: Fast Norm Growth and Tempered Near-Overfitting | null |
|||
Workshop/Instruction | https://openreview.net/forum?id=yeQvl1q8Vy | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Seungone Kim",
"Jamin Shin",
"Yejin Cho",
"Joel Jang",
"Shayne Longpre",
"Hwaran Lee",
"Sangdoo Yun",
"Seongjin Shin",
"Sungdong Kim",
"James Thorne",
"Minjoon Seo"
] | Prometheus: Inducing Evaluation Capability in Language Models | null |
|||
Workshop/Instruction | https://openreview.net/forum?id=ydY0xXNhwi | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Khai Loong Aw",
"Syrielle Montariol",
"Badr AlKhamissi",
"Martin Schrimpf",
"Antoine Bosselut"
] | Instruction-tuned LLMs with World Knowledge are More Aligned to the Human Brain | null |
|||
Workshop/Instruction | https://openreview.net/forum?id=xaqoZZqkPU | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ming Li",
"Lichang Chen",
"Jiuhai Chen",
"Shwai He",
"Tianyi Zhou"
] | Reflection-Tuning: Recycling Data for Better Instruction-Tuning | null |
|||
Workshop/Instruction | https://openreview.net/forum?id=x6MlSOzbmC | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yubin Ge",
"Devamanyu Hazarika",
"Yang Liu",
"Mahdi Namazifar"
] | Supervised Fine-Tuning of Large Language Models on Human Demonstrations Through the Lens of Memorization | null |
|||
Workshop/Instruction | https://openreview.net/forum?id=wq4OaU8tfE | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yeming Wen",
"Pengcheng Yin",
"Kensen Shi",
"Henryk Michalewski",
"Swarat Chaudhuri",
"Alex Polozov"
] | Grounding Code Generation with Input-Output Specifications | null |
|||
Workshop/Instruction | https://openreview.net/forum?id=wYLASkYFJU | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Cheng-I Lai",
"Zhiyun Lu",
"Liangliang Cao",
"Ruoming Pang"
] | Training Speech Recognition Models to Follow Instructions | null |
|||
Workshop/Instruction | https://openreview.net/forum?id=vDXvtytjdX | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | https://github.com/SALT-NLP/LLaVAR | [
"Yanzhe Zhang",
"Ruiyi Zhang",
"Jiuxiang Gu",
"Yufan Zhou",
"Nedim Lipka",
"Diyi Yang",
"Tong Sun"
] | Enhanced Visual Instruction Tuning for Text-Rich Image Understanding | 258 |
|||
Workshop/Instruction | https://openreview.net/forum?id=twgpHJmvJy | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Xiaoqiang Lin",
"Zhaoxuan Wu",
"Zhongxiang Dai",
"Wenyang Hu",
"Yao Shu",
"See-Kiong Ng",
"Patrick Jaillet",
"Bryan Kian Hsiang Low"
] | Use Your INSTINCT: INSTruction optimization usIng Neural bandits Coupled with Transformers | null |
|||
Workshop/Instruction | https://openreview.net/forum?id=tw2w8rgWMV | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Nihal Nayak",
"Yiyang Nan",
"Avi Trost",
"Stephen Bach"
] | Learning to Generate Instructions to Adapt Language Models to New Tasks | null |
|||
Workshop/Instruction | https://openreview.net/forum?id=rxEmiOEIFL | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Rui Zheng",
"Shihan Dou",
"Songyang Gao",
"Yuan Hua",
"Wei Shen",
"Binghai Wang",
"Yan Liu",
"Senjie Jin",
"Yuhao Zhou",
"Limao Xiong",
"Lu Chen",
"Zhiheng Xi",
"Nuo Xu",
"Wenbin Lai",
"Minghao Zhu",
"Haoran Huang",
"Tao Gui",
"Qi Zhang",
"Xuanjing Huang"
] | Delve into PPO: Implementation Matters for Stable RLHF | null |
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Workshop/Instruction | https://openreview.net/forum?id=pFHeZzl5ft | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Bill Yuchen Lin",
"Abhilasha Ravichander",
"Ximing Lu",
"Nouha Dziri",
"Melanie Sclar",
"Khyathi Chandu",
"Chandra Bhagavatula",
"Yejin Choi"
] | URIAL: Tuning-Free Instruction Learning and Alignment for Untuned LLMs | null |
|||
Workshop/Instruction | https://openreview.net/forum?id=jbNjgmE0OP | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Akari Asai",
"Zeqiu Wu",
"Yizhong Wang",
"Avirup Sil",
"Hannaneh Hajishirzi"
] | Self-RAG: Self-reflective Retrieval Augmented Generation | null |
|||
Workshop/Instruction | https://openreview.net/forum?id=eBu11K7THc | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Young-Jun Lee",
"Dokyong Lee",
"Jihui Im",
"Joo Won Sung",
"Ho-Jin Choi"
] | Investigating the Effects of Zero-Shot Chain-of-Thought on Empathetic Dialogue Generation | null |
|||
Workshop/Instruction | https://openreview.net/forum?id=byNSabn9cA | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Deren Lei",
"Yaxi Li",
"Mengya Hu",
"Mingyu Wang",
"Xi Yun"
] | Chain of Natural Language Inference for Reducing Large Language Model Hallucinations | null |
|||
Workshop/Instruction | https://openreview.net/forum?id=Rye1neGGUd | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Oleksiy Ostapenko",
"Lucas Caccia",
"Zhan Su",
"Nicolas Le Roux",
"Laurent Charlin",
"Alessandro Sordoni"
] | A Case Study of Instruction Tuning with Mixture of Parameter-Efficient Experts | null |
|||
Workshop/Instruction | https://openreview.net/forum?id=QUwcQFgA5a | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Young-Jun Lee",
"Byungsoo Ko",
"Han-Gyu Kim",
"Jonghwan Hyeon",
"Ho-Jin Choi"
] | DialogCC: An Automated Pipeline for Creating High-Quality Multi-modal Dialogue Datasets | null |
|||
Workshop/Instruction | https://openreview.net/forum?id=OQHckRYbpT | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zalan Fabian",
"Zhongqi Miao",
"Chunyuan Li",
"Yuanhan Zhang",
"Ziwei Liu",
"Andres Hernandez",
"Pablo Arbelaez",
"Andrés Link",
"Andrés Montes-Rojas",
"Rafael Escucha",
"Laura Siabatto",
"Rahul Dodhia",
"Juan Lavista Ferres"
] | Knowledge Augmented Instruction Tuning for Zero-shot Animal Species Recognition | null |
|||
Workshop/Instruction | https://openreview.net/forum?id=Md6RUrGz67 | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Venkat Krishna Srinivasan",
"Zhen Dong",
"Banghua Zhu",
"Brian Yu",
"Hanzi Mao",
"Damon Mosk-Aoyama",
"Kurt Keutzer",
"Jiantao Jiao",
"Jian Zhang"
] | NexusRaven: a commercially-permissive Language Model for function calling | null |
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Workshop/Instruction | https://openreview.net/forum?id=LywifFNXV5 | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Dacheng Li",
"Rulin Shao",
"Anze Xie",
"Ying Sheng",
"Lianmin Zheng",
"Joseph Gonzalez",
"Ion Stoica",
"Xuezhe Ma",
"Hao Zhang"
] | How Long Can Context Length of Open-Source LLMs truly Promise? | null |
|||
Workshop/Instruction | https://openreview.net/forum?id=KGBNAJCuPf | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zihao Wang",
"Chirag Nagpal",
"Alexander D'Amour",
"Victor Veitch",
"Sanmi Koyejo"
] | Reward Model Aggregation | null |
|||
Workshop/Instruction | https://openreview.net/forum?id=IqJ3CU3flr | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Taehyeon Kim",
"Joonkee Kim",
"Gihun Lee",
"Se-Young Yun"
] | Distort, Distract, Decode: Instruction-Tuned Model Can Refine its Response from Noisy Instructions | null |
|||
Workshop/Instruction | https://openreview.net/forum?id=GO8aPQ9Odp | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Anand Siththaranjan",
"Cassidy Laidlaw",
"Dylan Hadfield-Menell"
] | Understanding Hidden Context in Preference Learning: Consequences for RLHF | null |
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Workshop/Instruction | https://openreview.net/forum?id=CZJOOFgXZj | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Dongyue Li",
"Jinhong Yu",
"Hongyang R. Zhang"
] | Approximate Clustering for Extracting Task Relationships in Multi-Instruction Tuning | null |
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Workshop/Instruction | https://openreview.net/forum?id=2fc5GOPYip | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Mrigank Raman",
"Pranav Mani",
"Davis Liang",
"Zachary Lipton"
] | For Distillation, Tokens Are Not All You Need | null |
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Workshop/Instruction | https://openreview.net/forum?id=0nRcZeeE5f | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Hussein Mozannar",
"Valerie Chen",
"Dennis Wei",
"Prasanna Sattigeri",
"Manish Nagireddy",
"Subhro Das",
"Ameet Talwalkar",
"David Sontag"
] | Simulating Iterative Human-AI Interaction in Programming with LLMs | null |
|||
Workshop/Instruction | https://openreview.net/forum?id=0U1ZHdWX3l | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Tobias Schnabel",
"Jennifer Neville"
] | Balancing Multiple Objectives for Efficient Metaprompts for Data Labeling Tasks with Extensive Guidelines | null |
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Workshop/BUGS | https://openreview.net/forum?id=tYCLmx9RgE | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Georg Pichler",
"Marco Romanelli",
"Divya Prakash Manivannan",
"Prashanth Krishnamurthy",
"Farshad Khorrami",
"Siddharth Garg"
] | On the Limitation of Backdoor Detection Methods | null |
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Workshop/BUGS | https://openreview.net/forum?id=sz9vHbZPWU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Shengwei An",
"Sheng-Yen Chou",
"Kaiyuan Zhang",
"Qiuling Xu",
"Guanhong Tao",
"Guangyu Shen",
"Siyuan Cheng",
"Shiqing Ma",
"Pin-Yu Chen",
"Tsung-Yi Ho",
"Xiangyu Zhang"
] | How to remove backdoors in diffusion models? | null |
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Workshop/BUGS | https://openreview.net/forum?id=hLtbmYoW5w | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Manoj Acharya",
"Weichao Zhou",
"Anirban Roy",
"Xiao Lin",
"Wenchao Li",
"Susmit Jha"
] | Universal Trojan Signatures in Reinforcement Learning | null |
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Workshop/BUGS | https://openreview.net/forum?id=cmJiEqniEc | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Lauro Langosco",
"Neel Alex",
"William Baker",
"David Quarel",
"Herbie Bradley",
"David Krueger"
] | Detecting Backdoors with Meta-Models | null |
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Workshop/BUGS | https://openreview.net/forum?id=a34bgvner1 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Chunyuan Deng",
"Yilun Zhao",
"Xiangru Tang",
"Mark Gerstein",
"Arman Cohan"
] | Benchmark Probing: Investigating Data Leakage in Large Language Models | null |
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Workshop/BUGS | https://openreview.net/forum?id=RYU6qiidVL | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Lu Yan",
"Siyuan Cheng",
"Guangyu Shen",
"Guanhong Tao",
"Xuan Chen",
"Kaiyuan Zhang",
"Yunshu Mao",
"Xiangyu Zhang"
] | D^3: Detoxing Deep Learning Dataset | null |
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Workshop/BUGS | https://openreview.net/forum?id=JvUuutHa2s | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Nguyen Hung-Quang",
"Ngoc-Hieu Nguyen",
"The-Anh Ta",
"Thanh Nguyen-Tang",
"Hoang Thanh-Tung",
"Khoa D Doan"
] | Clean-label Backdoor Attacks by Selectively Poisoning with Limited Information from Target Class | null |
|||
Workshop/BUGS | https://openreview.net/forum?id=0opr2bdXs4 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zhuoshi Pan",
"Yuguang Yao",
"Gaowen Liu",
"Bingquan Shen",
"H. Vicky Zhao",
"Ramana Rao Kompella",
"Sijia Liu"
] | From Trojan Horses to Castle Walls: Unveiling Bilateral Backdoor Effects in Diffusion Models | null |
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Workshop/XAIA | https://openreview.net/forum?id=xuT2SDuJX6 | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Luca Deck",
"Jakob Schoeffer",
"Maria De-Arteaga",
"Niklas Kuehl"
] | A Critical Survey on Fairness Benefits of XAI | null |
|||
Workshop/XAIA | https://openreview.net/forum?id=xrEpp63kz7 | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Lukas Klein",
"Sebastian Ziegler",
"Felix Laufer",
"Charlotte Debus",
"Markus Götz",
"Klaus Maier-Hein",
"Ulrich Paetzold",
"Fabian Isensee",
"Paul Jaeger"
] | Understanding Scalable Perovskite Solar Cell Manufacturing with Explainable AI | null |
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Workshop/XAIA | https://openreview.net/forum?id=wFJoNkiASU | 2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | https://github.com/debugml/sop | [
"Weiqiu You",
"Helen Qu",
"Marco Gatti",
"Bhuvnesh Jain",
"Eric Wong"
] | Sum-of-Parts Models: Faithful Attributions for Groups of Features | 3 |
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