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Workshop/M3L
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https://openreview.net/forum?id=DYiER5LgUU
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
On Compositionality and Emergence in Physical Systems Generativie Modeling
|
[
"Justin Diamond"
] |
|
Workshop/M3L
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https://openreview.net/forum?id=ClCrg213JS
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Escaping Random Teacher Initialization Enhances Signal Propagation and Representation
|
[
"Felix Sarnthein",
"Sidak Pal Singh",
"Antonio Orvieto",
"Thomas Hofmann"
] |
|
Workshop/M3L
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https://openreview.net/forum?id=BMQ4i2RVbE
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Transformers as Multi-Task Feature Selectors: Generalization Analysis of In-Context Learning
|
[
"Hongkang Li",
"Meng Wang",
"Songtao Lu",
"Hui Wan",
"Xiaodong Cui",
"Pin-Yu Chen"
] |
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Workshop/M3L
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https://openreview.net/forum?id=AxoqhdHHH1
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oral
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Fit Like You Sample: Sample-Efficient Score Matching From Fast Mixing Diffusions
|
[
"Yilong Qin",
"Andrej Risteski"
] |
|
Workshop/M3L
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https://openreview.net/forum?id=8s8w7nwCuk
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
MoXCo:How I learned to stop exploring and love my local minima?
|
[
"Esha Singh",
"Shoham Sabach",
"Yu-Xiang Wang"
] |
|
Workshop/M3L
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https://openreview.net/forum?id=89fKHVtsMR
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
First-order ANIL provably learns representations despite overparametrisation
|
[
"Oğuz Yüksel",
"Etienne Boursier",
"Nicolas Flammarion"
] |
|
Workshop/M3L
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https://openreview.net/forum?id=7OwnWAPfXu
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Learning from setbacks: the impact of adversarial initialization on generalization performance
|
[
"Kavya Ravichandran",
"Yatin Dandi",
"Stefani Karp",
"Francesca Mignacco"
] |
|
Workshop/M3L
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https://openreview.net/forum?id=6ZUH4KRM1o
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Estimating optimal PAC-Bayes bounds with Hamiltonian Monte Carlo
|
[
"Szilvia Ujváry",
"Gergely Flamich",
"Vincent Fortuin",
"José Miguel Hernández-Lobato"
] |
|
Workshop/M3L
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https://openreview.net/forum?id=6V11PG7w5l
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Divergence at the Interpolation Threshold: Identifying, Interpreting Ablating the Sources of a Deep Learning Puzzle
|
[
"Rylan Schaeffer",
"Zachary Robertson",
"Akhilan Boopathy",
"Mikail Khona",
"Ila Fiete",
"Andrey Gromov",
"Sanmi Koyejo"
] |
|
Workshop/M3L
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https://openreview.net/forum?id=5QyvPPnrGf
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poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Toward Student-oriented Teacher Network Training for Knowledge Distillation
|
[
"Chengyu Dong",
"Liyuan Liu",
"Jingbo Shang"
] |
|
Workshop/M3L
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https://openreview.net/forum?id=4pPnQqUMLS
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Invariant Low-Dimensional Subspaces in Gradient Descent for Learning Deep Matrix Factorizations
|
[
"Can Yaras",
"Peng Wang",
"Wei Hu",
"Zhihui Zhu",
"Laura Balzano",
"Qing Qu"
] |
|
Workshop/M3L
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https://openreview.net/forum?id=4927EDtTI6
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
How Structured Data Guides Feature Learning: A Case Study of the Parity Problem
|
[
"Atsushi Nitanda",
"Kazusato Oko",
"Taiji Suzuki",
"Denny Wu"
] |
|
Workshop/M3L
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https://openreview.net/forum?id=3vkeYFEZxW
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
The Next Symbol Prediction Problem: PAC-learning and its relation to Language Models
|
[
"Satwik Bhattamishra",
"Phil Blunsom",
"Varun Kanade"
] |
|
Workshop/M3L
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https://openreview.net/forum?id=3vBtKsiHEC
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Why Do We Need Weight Decay for Overparameterized Deep Networks?
|
[
"Francesco D'Angelo",
"Aditya Varre",
"Maksym Andriushchenko",
"Nicolas Flammarion"
] |
|
Workshop/M3L
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https://openreview.net/forum?id=3YcBch3ejt
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
The Double-Edged Sword: Perception and Uncertainty in Inverse Problems
|
[
"Regev Cohen",
"Ehud Rivlin",
"Daniel Freedman"
] |
|
Workshop/M3L
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https://openreview.net/forum?id=3WBUUAgPxy
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Near-Interpolators: Fast Norm Growth and Tempered Near-Overfitting
|
[
"Yutong Wang",
"Rishi Sonthalia",
"Wei Hu"
] |
|
Workshop/M3L
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https://openreview.net/forum?id=25g5u1t6nC
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Are Graph Neural Networks Optimal Approximation Algorithms?
|
[
"Morris Yau",
"Eric Lu",
"Nikolaos Karalias",
"Jessica Xu",
"Stefanie Jegelka"
] |
|
Workshop/Instruction
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https://openreview.net/forum?id=yx3Hkx5ved
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Improved Baselines with Visual Instruction Tuning
|
[
"Haotian Liu",
"Chunyuan Li",
"Yuheng Li",
"Yong Jae Lee"
] |
|
Workshop/Instruction
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https://openreview.net/forum?id=yi8KGilFFk
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Can LLM-Generated Misinformation Be Detected?
|
[
"Canyu Chen",
"Kai Shu"
] |
|
Workshop/Instruction
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https://openreview.net/forum?id=yeQvl1q8Vy
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Prometheus: Inducing Evaluation Capability in Language Models
|
[
"Seungone Kim",
"Jamin Shin",
"Yejin Cho",
"Joel Jang",
"Shayne Longpre",
"Hwaran Lee",
"Sangdoo Yun",
"Seongjin Shin",
"Sungdong Kim",
"James Thorne",
"Minjoon Seo"
] |
|
Workshop/Instruction
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https://openreview.net/forum?id=ydY0xXNhwi
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Instruction-tuned LLMs with World Knowledge are More Aligned to the Human Brain
|
[
"Khai Loong Aw",
"Syrielle Montariol",
"Badr AlKhamissi",
"Martin Schrimpf",
"Antoine Bosselut"
] |
|
Workshop/Instruction
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https://openreview.net/forum?id=xaqoZZqkPU
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Reflection-Tuning: Recycling Data for Better Instruction-Tuning
|
[
"Ming Li",
"Lichang Chen",
"Jiuhai Chen",
"Shwai He",
"Tianyi Zhou"
] |
|
Workshop/Instruction
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https://openreview.net/forum?id=x6MlSOzbmC
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Supervised Fine-Tuning of Large Language Models on Human Demonstrations Through the Lens of Memorization
|
[
"Yubin Ge",
"Devamanyu Hazarika",
"Yang Liu",
"Mahdi Namazifar"
] |
|
Workshop/Instruction
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https://openreview.net/forum?id=wq4OaU8tfE
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Grounding Code Generation with Input-Output Specifications
|
[
"Yeming Wen",
"Pengcheng Yin",
"Kensen Shi",
"Henryk Michalewski",
"Swarat Chaudhuri",
"Alex Polozov"
] |
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Workshop/Instruction
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https://openreview.net/forum?id=wcSx5VjTPP
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models
|
[
"Keming Lu",
"Hongyi Yuan",
"Zheng Yuan",
"Runji Lin",
"Junyang Lin",
"Chuanqi Tan",
"Chang Zhou",
"Jingren Zhou"
] |
|
Workshop/Instruction
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https://openreview.net/forum?id=wYLASkYFJU
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Training Speech Recognition Models to Follow Instructions
|
[
"Cheng-I Lai",
"Zhiyun Lu",
"Liangliang Cao",
"Ruoming Pang"
] |
|
Workshop/Instruction
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https://openreview.net/forum?id=vDXvtytjdX
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Enhanced Visual Instruction Tuning for Text-Rich Image Understanding
|
[
"Yanzhe Zhang",
"Ruiyi Zhang",
"Jiuxiang Gu",
"Yufan Zhou",
"Nedim Lipka",
"Diyi Yang",
"Tong Sun"
] |
|
Workshop/Instruction
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https://openreview.net/forum?id=umtG8Hs32R
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Cross-Modal Learning for Chemistry Property Prediction: Large Language Models Meet Graph Machine Learning
|
[
"Sagar Sakhinana",
"Venkataramana Runkana"
] |
|
Workshop/Instruction
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https://openreview.net/forum?id=twgpHJmvJy
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Use Your INSTINCT: INSTruction optimization usIng Neural bandits Coupled with Transformers
|
[
"Xiaoqiang Lin",
"Zhaoxuan Wu",
"Zhongxiang Dai",
"Wenyang Hu",
"Yao Shu",
"See-Kiong Ng",
"Patrick Jaillet",
"Bryan Kian Hsiang Low"
] |
|
Workshop/Instruction
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https://openreview.net/forum?id=tw2w8rgWMV
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Learning to Generate Instructions to Adapt Language Models to New Tasks
|
[
"Nihal Nayak",
"Yiyang Nan",
"Avi Trost",
"Stephen Bach"
] |
|
Workshop/Instruction
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https://openreview.net/forum?id=tdqZUxKfIj
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
An Emulator for Fine-tuning Large Language Models using Small Language Models
|
[
"Eric Mitchell",
"Rafael Rafailov",
"Archit Sharma",
"Chelsea Finn",
"Christopher Manning"
] |
|
Workshop/Instruction
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https://openreview.net/forum?id=tC2lDRhHNT
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Evaluating Large Language Models at Evaluating Instruction Following
|
[
"Zhiyuan Zeng",
"Jiatong Yu",
"Tianyu Gao",
"Yu Meng",
"Tanya Goyal",
"Danqi Chen"
] |
|
Workshop/Instruction
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https://openreview.net/forum?id=rxEmiOEIFL
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Delve into PPO: Implementation Matters for Stable RLHF
|
[
"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"
] |
|
Workshop/Instruction
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https://openreview.net/forum?id=pFHeZzl5ft
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
URIAL: Tuning-Free Instruction Learning and Alignment for Untuned LLMs
|
[
"Bill Yuchen Lin",
"Abhilasha Ravichander",
"Ximing Lu",
"Nouha Dziri",
"Melanie Sclar",
"Khyathi Chandu",
"Chandra Bhagavatula",
"Yejin Choi"
] |
|
Workshop/Instruction
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https://openreview.net/forum?id=kEK08VdSO5
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Fine-tuning Language Models for Factuality
|
[
"Katherine Tian",
"Eric Mitchell",
"Huaxiu Yao",
"Christopher Manning",
"Chelsea Finn"
] |
|
Workshop/Instruction
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https://openreview.net/forum?id=jbNjgmE0OP
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Self-RAG: Self-reflective Retrieval Augmented Generation
|
[
"Akari Asai",
"Zeqiu Wu",
"Yizhong Wang",
"Avirup Sil",
"Hannaneh Hajishirzi"
] |
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Workshop/Instruction
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https://openreview.net/forum?id=fT3gT2QKOb
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Hierarchical Network Fusion for Multi-Modal Electron Micrograph Representation Learning with Foundational Large Language Models
|
[
"Sagar Sakhinana",
"Sannidhi Geethan",
"Venkataramana Runkana"
] |
|
Workshop/Instruction
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https://openreview.net/forum?id=fHtLiX36r6
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Exploring and Improving the Spatial Reasoning Abilities of Large Language Models
|
[
"Manasi Sharma"
] |
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Workshop/Instruction
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https://openreview.net/forum?id=eBu11K7THc
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Investigating the Effects of Zero-Shot Chain-of-Thought on Empathetic Dialogue Generation
|
[
"Young-Jun Lee",
"Dokyong Lee",
"Jihui Im",
"Joo Won Sung",
"Ho-Jin Choi"
] |
|
Workshop/Instruction
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https://openreview.net/forum?id=czQZ4aLUb6
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
|
[
"Yiyang Zhou",
"Chenhang Cui",
"Jaehong Yoon",
"Linjun Zhang",
"Zhun Deng",
"Chelsea Finn",
"Mohit Bansal",
"Huaxiu Yao"
] |
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Workshop/Instruction
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https://openreview.net/forum?id=byNSabn9cA
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Chain of Natural Language Inference for Reducing Large Language Model Hallucinations
|
[
"Deren Lei",
"Yaxi Li",
"Mengya Hu",
"Mingyu Wang",
"Xi Yun"
] |
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Workshop/Instruction
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https://openreview.net/forum?id=V09d7AMh15
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications
|
[
"Fengqing Jiang",
"Zhangchen Xu",
"Luyao Niu",
"Boxin Wang",
"Jinyuan Jia",
"Bo Li",
"Radha Poovendran"
] |
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Workshop/Instruction
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https://openreview.net/forum?id=Rye1neGGUd
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
A Case Study of Instruction Tuning with Mixture of Parameter-Efficient Experts
|
[
"Oleksiy Ostapenko",
"Lucas Caccia",
"Zhan Su",
"Nicolas Le Roux",
"Laurent Charlin",
"Alessandro Sordoni"
] |
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Workshop/Instruction
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https://openreview.net/forum?id=QkdRqpClab
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Let's Reinforce Step by Step
|
[
"Sarah Pan",
"Vladislav Lialin",
"Sherin Muckatira",
"Anna Rumshisky"
] |
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Workshop/Instruction
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https://openreview.net/forum?id=QUwcQFgA5a
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
DialogCC: An Automated Pipeline for Creating High-Quality Multi-modal Dialogue Datasets
|
[
"Young-Jun Lee",
"Byungsoo Ko",
"Han-Gyu Kim",
"Jonghwan Hyeon",
"Ho-Jin Choi"
] |
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Workshop/Instruction
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https://openreview.net/forum?id=OQHckRYbpT
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Knowledge Augmented Instruction Tuning for Zero-shot Animal Species Recognition
|
[
"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"
] |
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Workshop/Instruction
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https://openreview.net/forum?id=Md6RUrGz67
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
NexusRaven: a commercially-permissive Language Model for function calling
|
[
"Venkat Krishna Srinivasan",
"Zhen Dong",
"Banghua Zhu",
"Brian Yu",
"Hanzi Mao",
"Damon Mosk-Aoyama",
"Kurt Keutzer",
"Jiantao Jiao",
"Jian Zhang"
] |
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Workshop/Instruction
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https://openreview.net/forum?id=LywifFNXV5
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
How Long Can Context Length of Open-Source LLMs truly Promise?
|
[
"Dacheng Li",
"Rulin Shao",
"Anze Xie",
"Ying Sheng",
"Lianmin Zheng",
"Joseph Gonzalez",
"Ion Stoica",
"Xuezhe Ma",
"Hao Zhang"
] |
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Workshop/Instruction
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https://openreview.net/forum?id=KGBNAJCuPf
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Reward Model Aggregation
|
[
"Zihao Wang",
"Chirag Nagpal",
"Alexander D'Amour",
"Victor Veitch",
"Sanmi Koyejo"
] |
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Workshop/Instruction
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https://openreview.net/forum?id=IqJ3CU3flr
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Distort, Distract, Decode: Instruction-Tuned Model Can Refine its Response from Noisy Instructions
|
[
"Taehyeon Kim",
"Joonkee Kim",
"Gihun Lee",
"Se-Young Yun"
] |
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Workshop/Instruction
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https://openreview.net/forum?id=HgSViBZd1A
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Releasing the CRaQAn (Coreference Resolution in Question-Answering): An open-source dataset and dataset creation methodology using instruction-following models
|
[
"Rob Grzywinski",
"Joshua D'Arcy",
"Robert Naidoff",
"Ashish Shukla",
"Alex Browne",
"Ren Gibbons",
"Brinnae Bent"
] |
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Workshop/Instruction
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https://openreview.net/forum?id=HVduJbHSSO
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
CIEM: Contrastive Instruction Evaluation Method for Better Instruction Tuning
|
[
"Hongyu Hu",
"Jiyuan Zhang",
"Minyi Zhao",
"Zhenbang Sun"
] |
|
Workshop/Instruction
|
https://openreview.net/forum?id=GO8aPQ9Odp
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Understanding Hidden Context in Preference Learning: Consequences for RLHF
|
[
"Anand Siththaranjan",
"Cassidy Laidlaw",
"Dylan Hadfield-Menell"
] |
|
Workshop/Instruction
|
https://openreview.net/forum?id=FuOMomaQa8
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets
|
[
"Neng Wang",
"Hongyang Yang",
"Christina Wang"
] |
|
Workshop/Instruction
|
https://openreview.net/forum?id=CjrPqvvUXL
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
OctoPack: Instruction Tuning Code Large Language Models
|
[
"Niklas Muennighoff",
"Qian Liu",
"Armel Zebaze",
"Qinkai Zheng",
"Binyuan Hui",
"Terry Yue Zhuo",
"Swayam Singh",
"Xiangru Tang",
"Leandro Von Werra",
"Shayne Longpre"
] |
|
Workshop/Instruction
|
https://openreview.net/forum?id=CZJOOFgXZj
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Approximate Clustering for Extracting Task Relationships in Multi-Instruction Tuning
|
[
"Dongyue Li",
"Jinhong Yu",
"Hongyang R. Zhang"
] |
|
Workshop/Instruction
|
https://openreview.net/forum?id=5O9JBt35zg
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Learning Interactive Real-World Simulators
|
[
"Sherry Yang",
"Yilun Du",
"Seyed Kamyar Seyed Ghasemipour",
"Jonathan Tompson",
"Dale Schuurmans",
"Pieter Abbeel"
] |
|
Workshop/Instruction
|
https://openreview.net/forum?id=5BqWC1Fz8F
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
FinGPT: Democratizing Internet-scale Data for Financial Large Language Models
|
[
"Xiao-Yang Liu",
"Guoxuan Wang",
"Hongyang Yang",
"Daochen Zha"
] |
|
Workshop/Instruction
|
https://openreview.net/forum?id=3846Xhv7mm
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
An Empirical Study of Scaling Instruct-Tuned Large Multimodal Models
|
[
"Yadong Lu",
"Chunyuan Li",
"Haotian Liu",
"Jianwei Yang",
"Jianfeng Gao",
"yelong shen"
] |
|
Workshop/Instruction
|
https://openreview.net/forum?id=2fc5GOPYip
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
For Distillation, Tokens Are Not All You Need
|
[
"Mrigank Raman",
"Pranav Mani",
"Davis Liang",
"Zachary Lipton"
] |
|
Workshop/Instruction
|
https://openreview.net/forum?id=0nRcZeeE5f
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Simulating Iterative Human-AI Interaction in Programming with LLMs
|
[
"Hussein Mozannar",
"Valerie Chen",
"Dennis Wei",
"Prasanna Sattigeri",
"Manish Nagireddy",
"Subhro Das",
"Ameet Talwalkar",
"David Sontag"
] |
|
Workshop/Instruction
|
https://openreview.net/forum?id=0U1ZHdWX3l
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Balancing Multiple Objectives for Efficient Metaprompts for Data Labeling Tasks with Extensive Guidelines
|
[
"Tobias Schnabel",
"Jennifer Neville"
] |
|
Workshop/BUGS
|
https://openreview.net/forum?id=tYCLmx9RgE
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
On the Limitation of Backdoor Detection Methods
|
[
"Georg Pichler",
"Marco Romanelli",
"Divya Prakash Manivannan",
"Prashanth Krishnamurthy",
"Farshad Khorrami",
"Siddharth Garg"
] |
|
Workshop/BUGS
|
https://openreview.net/forum?id=sz9vHbZPWU
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
How to remove backdoors in diffusion models?
|
[
"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"
] |
|
Workshop/BUGS
|
https://openreview.net/forum?id=hLtbmYoW5w
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Universal Trojan Signatures in Reinforcement Learning
|
[
"Manoj Acharya",
"Weichao Zhou",
"Anirban Roy",
"Xiao Lin",
"Wenchao Li",
"Susmit Jha"
] |
|
Workshop/BUGS
|
https://openreview.net/forum?id=cmJiEqniEc
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Detecting Backdoors with Meta-Models
|
[
"Lauro Langosco",
"Neel Alex",
"William Baker",
"David Quarel",
"Herbie Bradley",
"David Krueger"
] |
|
Workshop/BUGS
|
https://openreview.net/forum?id=a34bgvner1
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Benchmark Probing: Investigating Data Leakage in Large Language Models
|
[
"Chunyuan Deng",
"Yilun Zhao",
"Xiangru Tang",
"Mark Gerstein",
"Arman Cohan"
] |
|
Workshop/BUGS
|
https://openreview.net/forum?id=S4cYxINzjp
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models
|
[
"Zhen Xiang",
"Fengqing Jiang",
"Zidi Xiong",
"Bhaskar Ramasubramanian",
"Radha Poovendran",
"Bo Li"
] |
|
Workshop/BUGS
|
https://openreview.net/forum?id=RYU6qiidVL
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
D^3: Detoxing Deep Learning Dataset
|
[
"Lu Yan",
"Siyuan Cheng",
"Guangyu Shen",
"Guanhong Tao",
"Xuan Chen",
"Kaiyuan Zhang",
"Yunshu Mao",
"Xiangyu Zhang"
] |
|
Workshop/BUGS
|
https://openreview.net/forum?id=M4ltSJufXU
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Defending Our Privacy With Backdoors
|
[
"Dominik Hintersdorf",
"Lukas Struppek",
"Daniel Neider",
"Kristian Kersting"
] |
|
Workshop/BUGS
|
https://openreview.net/forum?id=JvUuutHa2s
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Clean-label Backdoor Attacks by Selectively Poisoning with Limited Information from Target Class
|
[
"Nguyen Hung-Quang",
"Ngoc-Hieu Nguyen",
"The-Anh Ta",
"Thanh Nguyen-Tang",
"Hoang Thanh-Tung",
"Khoa D Doan"
] |
|
Workshop/BUGS
|
https://openreview.net/forum?id=A3y6CdiUP5
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection
|
[
"Jun Yan",
"Vikas Yadav",
"Shiyang Li",
"Lichang Chen",
"Zheng Tang",
"Hai Wang",
"Vijay Srinivasan",
"Xiang Ren",
"Hongxia Jin"
] |
|
Workshop/BUGS
|
https://openreview.net/forum?id=0opr2bdXs4
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
From Trojan Horses to Castle Walls: Unveiling Bilateral Backdoor Effects in Diffusion Models
|
[
"Zhuoshi Pan",
"Yuguang Yao",
"Gaowen Liu",
"Bingquan Shen",
"H. Vicky Zhao",
"Ramana Rao Kompella",
"Sijia Liu"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=xuT2SDuJX6
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
A Critical Survey on Fairness Benefits of XAI
|
[
"Luca Deck",
"Jakob Schoeffer",
"Maria De-Arteaga",
"Niklas Kuehl"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=xrEpp63kz7
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Understanding Scalable Perovskite Solar Cell Manufacturing with Explainable AI
|
[
"Lukas Klein",
"Sebastian Ziegler",
"Felix Laufer",
"Charlotte Debus",
"Markus Götz",
"Klaus Maier-Hein",
"Ulrich Paetzold",
"Fabian Isensee",
"Paul Jaeger"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=wNhcShUyAf
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Explaining high-dimensional text classifiers
|
[
"Odelia Melamed",
"Rich Caruana"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=wFJoNkiASU
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Sum-of-Parts Models: Faithful Attributions for Groups of Features
|
[
"Weiqiu You",
"Helen Qu",
"Marco Gatti",
"Bhuvnesh Jain",
"Eric Wong"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=w6Qnoy2RXG
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
GInX-Eval: Towards In-Distribution Evaluation of Graph Neural Network Explanations
|
[
"Kenza Amara",
"Mennatallah El-Assady",
"Rex Ying"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=uU1eXPwesa
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
FRUNI and FTREE synthetic knowledge graphs for evaluating explainability
|
[
"Pablo Sanchez Martin",
"Tarek Besold",
"Priyadarshini Kumari"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=tiLZkab8TP
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
On the Consistency of GNN Explainability Methods
|
[
"Ehsan Hajiramezanali",
"Sepideh Maleki",
"Alex Tseng",
"Aicha BenTaieb",
"Gabriele Scalia",
"Tommaso Biancalani"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=se4ojQqjB5
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Explainable AI in Music Performance: Case Studies from Live Coding and Sound Spatialisation
|
[
"Jack Armitage",
"Nicola Privato",
"Victor Shepardson",
"Celeste Betancur Gutierrez"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=qt9yTS7TKc
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Robust Recourse for Binary Allocation Problems
|
[
"Meirav Segal",
"Anne-Marie George",
"Ingrid Yu",
"Christos Dimitrakakis"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=nVGuWh4S2G
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Towards Explanatory Model Monitoring
|
[
"Alexander Koebler",
"Thomas Decker",
"Michael Lebacher",
"Ingo Thon",
"Volker Tresp",
"Florian Buettner"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=mAzhEP9jPv
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Are Large Language Models Post Hoc Explainers?
|
[
"Nicholas Kroeger",
"Dan Ley",
"Satyapriya Krishna",
"Chirag Agarwal",
"Himabindu Lakkaraju"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=joaWGug1CU
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Explainable Reinforcement Learning for Alzheimer’s Disease Progression Prediction.
|
[
"Raja Farrukh Ali",
"Ayesha Farooq",
"Emmanuel Adeniji",
"John Woods",
"Vinny Sun",
"William Hsu"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=jnNixRhhF8
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
DeepDecipher: Accessing and Investigating Neuron Activation in Large Language Models
|
[
"Albert Garde",
"Esben Kran",
"Fazl Barez"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=iMR4ukkUFU
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
A Simple Scoring Function to Fool SHAP: Stealing from the One Above
|
[
"Jun Yuan",
"Aritra Dasgupta"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=hpuOA3nkVW
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Explaining Longitudinal Clinical Outcomes using Domain-Knowledge driven Intermediate Concepts
|
[
"Sayantan Kumar",
"Thomas Kannampallil",
"Aristeidis Sotiras",
"Philip Payne"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=hkfsR3HMuj
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making
|
[
"Aliyah Hsu",
"Yeshwanth Cherapanamjeri",
"Briton Park",
"Tristan Naumann",
"Anobel Odisho",
"Bin Yu"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=h6OT5pzrGc
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Visual Topics via Visual Vocabularies
|
[
"Shreya Havaldar",
"Weiqiu You",
"Lyle Ungar",
"Eric Wong"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=gh69Bu7k48
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Geometric Remove-and-Retrain (GOAR): Coordinate-Invariant eXplainable AI Assessment
|
[
"Yong-Hyun Park",
"Junghoon Seo",
"Bomseok Park",
"Seongsu Lee",
"Junghyo Jo"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=d7FsEtYjvN
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Towards the next generation explainable AI that promotes AI-human mutual understanding
|
[
"Janet Hsiao",
"Antoni Chan"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=bhvlGMbONN
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Are VideoQA Models Truly Multimodal?
|
[
"Ishaan Rawal",
"Shantanu Jaiswal",
"Basura Fernando",
"Cheston Tan"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=bGsW1wSIxQ
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Interactive Model Correction with Natural Language
|
[
"Yoonho Lee",
"Michelle Lam",
"Helena Vasconcelos",
"Michael Bernstein",
"Chelsea Finn"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=Zbt9z0a95l
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Piecewise Linear Parametrization of Policies: Towards Interpretable Deep Reinforcement Learning
|
[
"Maxime Wabartha",
"Joelle Pineau"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=ThwzmgEwm5
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
ReLax: An Efficient and Scalable Recourse Explanation Benchmarking Library using JAX
|
[
"Hangzhi Guo",
"Xinchang Xiong",
"Wenbo Zhang",
"Amulya Yadav"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=SCcOu4hJ97
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Caution to the Exemplars: On the Intriguing Effects of Example Choice on Human Trust in XAI
|
[
"Tobias Leemann",
"Yao Rong",
"Thai-Trang Nguyen",
"Enkelejda Kasneci",
"Gjergji Kasneci"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=QPqL9xsYOf
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Policy graphs in action: explaining single- and multi-agent behaviour using predicates
|
[
"Adrián Tormos",
"Victor Abalos",
"Dmitry Gnatyshak",
"Sergio Alvarez-Napagao"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=N5RmOXuTDo
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
ObEy: Quantifiable Object-based Explainability without Ground-Truth Annotations
|
[
"Lennart Schulze",
"William Ho",
"Richard Zemel"
] |
|
Workshop/XAIA
|
https://openreview.net/forum?id=Liw9vOCxe2
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Cost-aware counterfactuals for black box explanations
|
[
"Natalia Martinez",
"Kanthi Sarpatwar",
"Sumanta Mukherjee",
"Roman Vaculin"
] |
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