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Workshop/Instruction
|
https://openreview.net/forum?id=umtG8Hs32R
|
poster
|
2408.14964
|
Cross-Modal Learning for Chemistry Property Prediction: Large Language Models Meet Graph Machine Learning
|
[
"Sagar Sakhinana",
"Venkataramana Runkana"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/Instruction
|
https://openreview.net/forum?id=twgpHJmvJy
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=tw2w8rgWMV
|
poster
|
Learning to Generate Instructions to Adapt Language Models to New Tasks
|
[
"Nihal Nayak",
"Yiyang Nan",
"Avi Trost",
"Stephen Bach"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=tdqZUxKfIj
|
poster
|
2310.12962
|
An Emulator for Fine-tuning Large Language Models using Small Language Models
|
[
"Eric Mitchell",
"Rafael Rafailov",
"Archit Sharma",
"Chelsea Finn",
"Christopher Manning"
] |
https://huggingface.co/papers/2310.12962
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=tC2lDRhHNT
|
poster
|
2310.07641
|
Evaluating Large Language Models at Evaluating Instruction Following
|
[
"Zhiyuan Zeng",
"Jiatong Yu",
"Tianyu Gao",
"Yu Meng",
"Tanya Goyal",
"Danqi Chen"
] |
https://huggingface.co/papers/2310.07641
|
[
"https://github.com/princeton-nlp/llmbar"
] |
[
"allenai/reward-bench",
"AtlaAI/judge-arena"
] |
[] |
[
"allenai/reward-bench",
"bay-calibration-llm-evaluators/llmbar-annotated-latest",
"bay-calibration-llm-evaluators/mtbench-annotated-latest"
] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=rz6u0qOVth
|
poster
|
2307.10558
|
Instruction-following Evaluation through Verbalizer Manipulation
|
[
"Shiyang Li",
"Jun Yan",
"Hai Wang",
"Zheng Tang",
"Xiang Ren",
"Vijay Srinivasan",
"Hongxia Jin"
] |
https://huggingface.co/papers/2307.10558
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=rxEmiOEIFL
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=qN9T4cmTEw
|
poster
|
2309.15630
|
NLPBench: Evaluating Large Language Models on Solving NLP Problems
|
[
"Linxin Song",
"Jieyu Zhang",
"Lechao Cheng",
"Pengyuan Zhou",
"Tianyi Zhou",
"Irene Li"
] |
[
"https://github.com/linxins97/nlpbench"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/Instruction
|
https://openreview.net/forum?id=psJibeRV0T
|
poster
|
2310.13855
|
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing
|
[
"Xinyu Hu",
"Pengfei Tang",
"Simiao Zuo",
"Zihan Wang",
"Bowen Song",
"Qiang Lou",
"Jian Jiao",
"Denis Charles"
] |
https://huggingface.co/papers/2310.13855
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=pFHeZzl5ft
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=magEgFpK1y
|
poster
|
2310.10076
|
Verbosity Bias in Preference Labeling by Large Language Models
|
[
"Keita Saito",
"Akifumi Wachi",
"Koki Wataoka",
"Youhei Akimoto"
] |
https://huggingface.co/papers/2310.10076
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=kqtB2AueFm
|
poster
|
2311.18215
|
Automatic Construction of a Korean Toxic Instruction Dataset for Ethical Tuning of Large Language Models
|
[
"SungJoo Byun",
"Dongjun Jang",
"Hyemi Jo",
"Hyopil Shin"
] |
https://huggingface.co/papers/2311.18215
|
[
""
] |
[] |
[] |
[
"SungJoo/KoTox"
] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=kEK08VdSO5
|
poster
|
2311.08401
|
Fine-tuning Language Models for Factuality
|
[
"Katherine Tian",
"Eric Mitchell",
"Huaxiu Yao",
"Christopher Manning",
"Chelsea Finn"
] |
https://huggingface.co/papers/2311.08401
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=jbNjgmE0OP
|
poster
|
Self-RAG: Self-reflective Retrieval Augmented Generation
|
[
"Akari Asai",
"Zeqiu Wu",
"Yizhong Wang",
"Avirup Sil",
"Hannaneh Hajishirzi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=fhSTeAAVb6
|
poster
|
2305.14251
|
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation
|
[
"Sewon Min",
"Kalpesh Krishna",
"Xinxi Lyu",
"Mike Lewis",
"Wen-tau Yih",
"Pang Wei Koh",
"Mohit Iyyer",
"Luke Zettlemoyer",
"Hannaneh Hajishirzi"
] |
https://huggingface.co/papers/2305.14251
|
[
"https://github.com/shmsw25/factscore"
] |
[] |
[
"kalpeshk2011/instruct-llama-7b-wdiff"
] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=fT3gT2QKOb
|
poster
|
2408.13661
|
Hierarchical Network Fusion for Multi-Modal Electron Micrograph Representation Learning with Foundational Large Language Models
|
[
"Sagar Sakhinana",
"Sannidhi Geethan",
"Venkataramana Runkana"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/Instruction
|
https://openreview.net/forum?id=fHtLiX36r6
|
poster
|
2312.01054
|
Exploring and Improving the Spatial Reasoning Abilities of Large Language Models
|
[
"Manasi Sharma"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/Instruction
|
https://openreview.net/forum?id=eBu11K7THc
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=czQZ4aLUb6
|
poster
|
2310.00754
|
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"
] |
https://huggingface.co/papers/2310.00754
|
[
"https://github.com/yiyangzhou/lure"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=byNSabn9cA
|
poster
|
Chain of Natural Language Inference for Reducing Large Language Model Hallucinations
|
[
"Deren Lei",
"Yaxi Li",
"Mengya Hu",
"Mingyu Wang",
"Xi Yun"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=bH64KCBzqS
|
poster
|
2309.08589
|
Chain-of-Thought Reasoning is a Policy Improvement Operator
|
[
"Hugh Zhang",
"David Parkes"
] |
https://huggingface.co/papers/2309.08589
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=b519y1V7fX
|
poster
|
2309.16240
|
Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints
|
[
"Chaoqi Wang",
"Yibo Jiang",
"Chenghao Yang",
"Han Liu",
"Yuxin Chen"
] |
https://huggingface.co/papers/2309.16240
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=apEdj9baZx
|
poster
|
2312.06876
|
Interactive Planning Using Large Language Models for Partially Observable Robotics Tasks
|
[
"Lingfeng Sun",
"Devesh K. Jha",
"Chiori Hori",
"Siddarth Jain",
"Radu Corcodel",
"Xinghao Zhu",
"Masayoshi Tomizuka",
"Diego Romeres"
] |
https://huggingface.co/papers/2312.06876
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=YA56eOURrG
|
poster
|
2311.02262
|
Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs
|
[
"Qingru Zhang",
"Chandan Singh",
"Liyuan Liu",
"Xiaodong Liu",
"Bin Yu",
"Jianfeng Gao",
"Tuo Zhao"
] |
https://huggingface.co/papers/2311.02262
|
[
"https://github.com/qingruzhang/pasta"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=V09d7AMh15
|
poster
|
2311.16153
|
Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications
|
[
"Fengqing Jiang",
"Zhangchen Xu",
"Luyao Niu",
"Boxin Wang",
"Jinyuan Jia",
"Bo Li",
"Radha Poovendran"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/Instruction
|
https://openreview.net/forum?id=UWymGURI75
|
poster
|
2311.01011
|
Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game
|
[
"Sam Toyer",
"Olivia Watkins",
"Ethan Mendes",
"Justin Svegliato",
"Luke Bailey",
"Tiffany Wang",
"Isaac Ong",
"Karim Elmaaroufi",
"Pieter Abbeel",
"Trevor Darrell",
"Alan Ritter",
"Stuart Russell"
] |
https://huggingface.co/papers/2311.01011
|
[
""
] |
[
"latticeflow/compl-ai-board"
] |
[] |
[
"qxcv/tensor-trust"
] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=Rye1neGGUd
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=RJyfNSoyDC
|
poster
|
2309.10313
|
Investigating the Catastrophic Forgetting in Multimodal Large Language Models
|
[
"Yuexiang Zhai",
"Shengbang Tong",
"Xiao Li",
"Mu Cai",
"Qing Qu",
"Yong Jae Lee",
"Yi Ma"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/Instruction
|
https://openreview.net/forum?id=QxtL4Q1enz
|
poster
|
2311.13133
|
LIMIT: Less Is More for Instruction Tuning Across Evaluation Paradigms
|
[
"Aditi Jha",
"Sam Havens",
"Jeremy Dohmann",
"Alexander Trott",
"Jacob Portes"
] |
https://huggingface.co/papers/2311.13133
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=QkdRqpClab
|
poster
|
2311.05821
|
Let's Reinforce Step by Step
|
[
"Sarah Pan",
"Vladislav Lialin",
"Sherin Muckatira",
"Anna Rumshisky"
] |
https://huggingface.co/papers/2311.05821
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=QUwcQFgA5a
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=OQHckRYbpT
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=NiQYQEPUsA
|
poster
|
2310.02743
|
Reward Model Ensembles Help Mitigate Overoptimization
|
[
"Thomas Coste",
"Usman Anwar",
"Robert Kirk",
"David Krueger"
] |
https://huggingface.co/papers/2310.02743
|
[
"https://github.com/tlc4418/llm_optimization"
] |
[] |
[
"tlc4418/pythia_1.4b_sft_policy"
] |
[
"tlc4418/1.4b-policy_preference_data_gold_labelled",
"tlc4418/gold_labelled_gens",
"SJTUwanyi/rm_pref"
] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=Md6RUrGz67
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=LywifFNXV5
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=LqISMaceov
|
poster
|
2306.11816
|
Learning to Generate Better Than Your LLM
|
[
"Jonathan Chang",
"Kianté Brantley",
"Rajkumar Ramamurthy",
"Dipendra Misra",
"Wen Sun"
] |
https://huggingface.co/papers/2306.11816
|
[
"https://github.com/cornell-rl/tril"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=KLPLCXo4aD
|
poster
|
2311.06595
|
From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL
|
[
"Xiaoqian Li",
"Ercong Nie",
"Sheng Liang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/Instruction
|
https://openreview.net/forum?id=KGBNAJCuPf
|
poster
|
Reward Model Aggregation
|
[
"Zihao Wang",
"Chirag Nagpal",
"Alexander D'Amour",
"Victor Veitch",
"Sanmi Koyejo"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=IqJ3CU3flr
|
poster
|
Distort, Distract, Decode: Instruction-Tuned Model Can Refine its Response from Noisy Instructions
|
[
"Taehyeon Kim",
"Joonkee Kim",
"Gihun Lee",
"Se-Young Yun"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=IPJqprsrNX
|
poster
|
2311.14543
|
Data-Efficient Alignment of Large Language Models with Human Feedback Through Natural Language
|
[
"Di Jin",
"Shikib Mehri",
"Devamanyu Hazarika",
"Aishwarya Padmakumar",
"SUNGJIN LEE",
"Yang Liu",
"Mahdi Namazifar"
] |
https://huggingface.co/papers/2311.14543
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=HgSViBZd1A
|
poster
|
2311.16338
|
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"
] |
https://huggingface.co/papers/2311.16338
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=HVduJbHSSO
|
poster
|
2309.02301
|
CIEM: Contrastive Instruction Evaluation Method for Better Instruction Tuning
|
[
"Hongyu Hu",
"Jiyuan Zhang",
"Minyi Zhao",
"Zhenbang Sun"
] |
https://huggingface.co/papers/2309.02301
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=GO8aPQ9Odp
|
poster
|
Understanding Hidden Context in Preference Learning: Consequences for RLHF
|
[
"Anand Siththaranjan",
"Cassidy Laidlaw",
"Dylan Hadfield-Menell"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=G8ArB0aApM
|
poster
|
2311.07635
|
Past as a Guide: Leveraging Retrospective Learning for Python Code Completion
|
[
"Seungyoun Shin",
"Seunggyu Chang",
"Sungjoon Choi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/Instruction
|
https://openreview.net/forum?id=FuOMomaQa8
|
poster
|
2310.04793
|
FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets
|
[
"Neng Wang",
"Hongyang Yang",
"Christina Wang"
] |
[
"https://github.com/ai4finance-foundation/fingpt"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/Instruction
|
https://openreview.net/forum?id=EAuteBjTMw
|
poster
|
2311.05965
|
Large Language Models are Zero Shot Hypothesis Proposers
|
[
"Biqing Qi",
"Kaiyan Zhang",
"Haoxiang Li",
"Kai Tian",
"Sihang Zeng",
"Zhang-Ren Chen",
"Bowen Zhou"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/Instruction
|
https://openreview.net/forum?id=CjrPqvvUXL
|
poster
|
2308.07124
|
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"
] |
https://huggingface.co/papers/2308.07124
|
[
"https://github.com/bigcode-project/octopack"
] |
[
"bigcode/bigcode-models-leaderboard",
"allenai/reward-bench",
"Yeyito/llm_contamination_detector",
"LLM360/de-arena",
"bigcode/OctoCoder-Demo",
"AtlaAI/judge-arena",
"21world/bigcode-models-leaderboard",
"Muennighoff/code_eval_octopack",
"Adam666Eves/bigcode-octocoder",
"Delfigore/bigcode-octocoder",
"JayIsTheLord/test",
"tsteffek/de-arena",
"bomjin/code_eval_octopack"
] |
[
"bigcode/octocoder",
"bigcode/octogeex",
"TheBloke/Octocoder-GGML",
"TheBloke/Octocoder-GPTQ",
"bigcode/santacoderpack",
"bigcode/santacoder-ldf"
] |
[
"allenai/reward-bench",
"bigcode/humanevalpack",
"bigcode/commitpack",
"bigcode/commitpackft",
"bigcode/oasst-octopack",
"agicorp/commitpackft"
] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=CZJOOFgXZj
|
poster
|
Approximate Clustering for Extracting Task Relationships in Multi-Instruction Tuning
|
[
"Dongyue Li",
"Jinhong Yu",
"Hongyang R. Zhang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=Bc3S2G1PxH
|
poster
|
2310.06452
|
Understanding the Effects of RLHF on LLM Generalisation and Diversity
|
[
"Robert Kirk",
"Ishita Mediratta",
"Christoforos Nalmpantis",
"Jelena Luketina",
"Eric Hambro",
"Edward Grefenstette",
"Roberta Raileanu"
] |
https://huggingface.co/papers/2310.06452
|
[
"https://github.com/facebookresearch/rlfh-gen-div"
] |
[] |
[] |
[
"UCL-DARK/sequential-instructions",
"UCL-DARK/openai-tldr-filtered",
"UCL-DARK/openai-tldr-summarisation-preferences",
"UCL-DARK/openai-tldr-filtered-queries",
"UCL-DARK/alpaca-farm-id-test"
] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=7KxUgWTZbz
|
poster
|
2310.11523
|
Group Preference Optimization: Few-Shot Alignment of Large Language Models
|
[
"Siyan Zhao",
"John Dang",
"Aditya Grover"
] |
https://huggingface.co/papers/2310.11523
|
[
"https://github.com/jamqd/Group-Preference-Optimization"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=6579t0X8X2
|
poster
|
2308.07317
|
Platypus: Quick, Cheap, and Powerful Refinement of LLMs
|
[
"Ariel Lee",
"Cole Hunter",
"Nataniel Ruiz"
] |
https://huggingface.co/papers/2308.07317
|
[
"https://github.com/arielnlee/Platypus"
] |
[
"open-llm-leaderboard/open_llm_leaderboard",
"Intel/low_bit_open_llm_leaderboard",
"BAAI/open_cn_llm_leaderboard",
"open-llm-leaderboard-old/open_llm_leaderboard",
"Open-Orca/OpenOrca-Platypus2-13B",
"gsaivinay/open_llm_leaderboard",
"EvanTHU/MotionLLM",
"GTBench/GTBench",
"Vikhrmodels/small-shlepa-lb",
"felixz/open_llm_leaderboard",
"OPTML-Group/UnlearnCanvas-Benchmark",
"bardsai/performance-llm-board",
"neubla/neubla-llm-evaluation-board",
"HemaAM/GPT_train_on_LLaMa",
"anantgupta129/LitGPT-Pythia-160M",
"Satyam-Singh/garage-bAInd-Platypus2-70B",
"barunsaha/slides-wizard",
"RaviNaik/ERA-SESSION22",
"PrarthanaTS/tsai-gpt-from-scratch",
"Sijuade/GPTNEXTWORD",
"mikeee/s3nh-garage-bAInd-Stable-Platypus2-13B-GGML",
"rodrigomasini/data_only_open_llm_leaderboard",
"Docfile/open_llm_leaderboard",
"pngwn/open_llm_leaderboard-check",
"supra-e-acc/Pythia-160M-text-generate",
"TharunSivamani/GPT-Predictor",
"aydenbottos12/uni-tianyan-Uni-TianYan",
"aichampions/open_llm_leaderboard",
"Adeco/open_llm_leaderboard",
"RashiAgarwal/TSAIGPTRedPajama",
"neuralorbs/DialogGen",
"whichway/uni-tianyan-Uni-TianYan",
"anirudh937/open_llm_leaderboard",
"smothiki/open_llm_leaderboard2",
"MadhurGarg/TSAIGPTRedPajama",
"Navyabhat/ERAV1-Session-22",
"Lixense/uni-tianyan-Uni-TianYan",
"mjalg/IFEvalTR",
"VarunSivamani/GPT-From-Scratch",
"GunaKoppula/ERA-Session-22",
"Vaish2705/ERA_S22",
"h3dabeatgod/uni-tianyan-Uni-TianYan",
"smothiki/open_llm_leaderboard",
"ToletiSri/TSAI_S22",
"mdugger/garage-bAInd-Platypus2-70B",
"mkthoma/GPT_From_Scratch",
"The-Matrix/uni-tianyan-Uni-TianYan",
"hongjong/kyujinpy-KO-Platypus2-7B-ex",
"simpx/Riiid-sheep-duck-llama-2",
"venkyyuvy/GPT_redpajama",
"Saurabh418/uni-tianyan-Uni-TianYan",
"idkukkikoooii/Riiid-sheep-duck-llama-2-70b-v1.11",
"Saurabh418/Riiid-sheep-duck-llama-2",
"Zeros0sZero/garage-bAInd-Platypus2-70B-instruct",
"PSC420/uni-tianyan-Uni-TianYan",
"dackdel/Riiid-sheep-duck-llama-2-70b-v1.1",
"MattCase/Riiid-sheep-duck-llama-2",
"loganblack0/garage-bAInd-Platypus2-70B-instruct",
"sanjanatule/GPTNext",
"Edwardmonteirobr/Riiid-sheep-duck-llama-2-70b-v1.1new",
"riolu7600/llama-2-test",
"Utopian2/garage-bAInd-Platypus2-70B-instruct",
"mikeee/codellama-13b-python-ggml",
"Edwardmonteirobr/Riiid-sheep-duck-llama-2-70b-v1.1",
"vcastro8/Riiid-sheep-duck-llama-2_sl",
"blazingbunny/garage-bAInd-Platypus2-70B-instruct",
"kbmlcoding/open_llm_leaderboard_free",
"Fayzul/Riiid-sheep-duck-llama-2-70b-v1.1",
"vcastro8/Riiid-sheep-duck-llama-2",
"PeepDaSlan9/garage-bAInd-Platypus2-70B-instruct",
"cloneQ/internLMRAG",
"monkebonk/Riiid-sheep-duck-llama-2-70b-v1.1",
"mehranandi/Riiid-sheep-duck-llama-2",
"Vexvoi/garage-bAInd-Platypus2-70B-instruct",
"hujin0929/LlamaIndex_RAG",
"Aniquel/Riiid-sheep-duck-llama-2-70b-v1.1",
"asir0z/open_llm_leaderboard",
"Ragunandha/garage-bAInd-Platypus2-70B-instruct",
"flyfive0315/internLlamaIndex",
"kyungeun/llm_tasks_chat",
"scrambled-gabs/Riiid-sheep-duck-llama-2-70b-v1.1",
"fika9903/garage-bAInd-Platypus2-70B-instruct",
"Hyperion-js/Open-Orca-OpenOrca-Platypus2-13B",
"veerza/Riiid-sheep-duck-llama-2-70b-v1.1",
"saidloyens/garage-bAInd-Platypus2-70B-instruct",
"tellview/Open-Orca-OpenOrca-Platypus2-13B",
"ziedammak/Riiid-sheep-duck-llama-2-70b-v1.1",
"AV29/garage-bAInd-Platypus2-70B-instruct",
"something01/Open-Orca-OpenOrca-Platypus2-13B",
"Debargha-1225/Riiid-sheep-duck-llama-2-70b-v1.1",
"prasaugus/garage-bAInd-Platypus2-70B-instruct",
"bburli/Open-Orca-OpenOrca-Platypus2-13B",
"piyushgrover/MiniGPT_S22",
"cclarkson125/garage-bAInd-Platypus2-70B-instruct",
"AlexFierro9/Open-Orca-OpenOrca-Platypus2-13B",
"huaijin/garage-bAInd-Camel-Platypus2-70B",
"phxdev/garage-bAInd-Platypus2-70B-instruct",
"pri7ansh/Open-Orca-OpenOrca-Platypus2-13B",
"smothiki/open_llm_leaderboard_old",
"joaopaulopresa/workshop_llm_ufg_chatbot"
] |
[
"Open-Orca/OpenOrca-Platypus2-13B",
"garage-bAInd/Platypus2-70B-instruct",
"TheBloke/OpenOrca-Platypus2-13B-GGML",
"fangloveskari/ORCA_LLaMA_70B_QLoRA",
"TheBloke/OpenOrca-Platypus2-13B-GPTQ",
"uni-tianyan/Uni-TianYan",
"Riiid/sheep-duck-llama-2",
"TheBloke/Platypus2-70B-Instruct-GPTQ",
"kyujinpy/KO-Platypus2-7B-ex",
"NECOUDBFM/Jellyfish-13B",
"garage-bAInd/Platypus2-70B",
"Riiid/sheep-duck-llama-2-70b-v1.1",
"garage-bAInd/Stable-Platypus2-13B",
"garage-bAInd/Platypus2-13B",
"TheBloke/OpenOrca-Platypus2-13B-GGUF",
"TheBloke/Platypus2-70B-Instruct-GGML",
"garage-bAInd/Camel-Platypus2-70B",
"TheBloke/ORCA_LLaMA_70B_QLoRA-GGUF",
"TheBloke/Platypus2-70B-Instruct-GGUF",
"TheBloke/Platypus2-70B-GGML",
"TheBloke/Uni-TianYan-70B-GGUF",
"TheBloke/Stable-Platypus2-13B-GPTQ",
"garage-bAInd/Platypus2-7B",
"TheBloke/Sheep-Duck-Llama-2-70B-GGUF",
"TheBloke/Camel-Platypus2-13B-GGML",
"TheBloke/Platypus2-70B-GPTQ",
"TheBloke/Stable-Platypus2-13B-GGML",
"TheBloke/Platypus2-13B-GGML",
"TheBloke/Camel-Platypus2-70B-GGML",
"TheBloke/Platypus2-70B-GGUF",
"TheBloke/Camel-Platypus2-13B-GPTQ",
"TheBloke/ORCA_LLaMA_70B_QLoRA-GPTQ",
"TheBloke/OpenOrca-Platypus2-13B-AWQ",
"TheBloke/Platypus2-13B-GPTQ",
"TheBloke/Camel-Platypus2-70B-GPTQ",
"garage-bAInd/Camel-Platypus2-13B",
"waldie/ORCA_LLaMA_70B_QLoRA-2.4bpw-h6-exl2",
"TheBloke/Camel-Platypus2-70B-GGUF",
"TheBloke/Uni-TianYan-70B-GPTQ",
"garage-bAInd/Platypus-70B-adapters",
"TheBloke/Camel-Platypus2-13B-GGUF",
"TheBloke/Platypus2-13B-GGUF",
"TheBloke/Stable-Platypus2-13B-GGUF",
"TheBloke/Sheep-Duck-Llama-2-70B-GPTQ",
"TheBloke/Camel-Platypus2-13B-AWQ",
"TheBloke/Camel-Platypus2-70B-AWQ",
"TheBloke/Platypus2-13B-AWQ",
"TheBloke/Platypus2-70B-Instruct-AWQ",
"TheBloke/Platypus2-70B-AWQ",
"TheBloke/ORCA_LLaMA_70B_QLoRA-AWQ",
"TheBloke/Uni-TianYan-70B-AWQ",
"AzureBlack/Platypus2-70B-instruct-4.1bpw-6h-exl2",
"Aryanne/OpenLlama-Platypus-3B-gguf",
"RichardErkhov/garage-bAInd_-_Platypus2-70B-gguf",
"garage-bAInd/Platypus-13B-adapters",
"malhajar/Platypus2-70B-instruct-4bit-gptq",
"uukuguy/speechless-orca-platypus-coig-lite-2k-0.6e-13b",
"uukuguy/speechless-orca-platypus-coig-lite-4k-0.5e-13b",
"uukuguy/speechless-orca-platypus-coig-lite-4k-0.6e-13b",
"uni-tianyan/Uni-TianYan-V1",
"TMK04/sheep-duck-llama-2-70b-v1.1-6.0bpw-h6-exl2",
"TheBloke/Stable-Platypus2-13B-AWQ",
"garage-bAInd/Platypus-7B-adapters",
"TheBloke/Sheep-Duck-Llama-2-70B-AWQ",
"DopeorNope/COLA3-7B",
"mncai/Mistral-7B-openplatypus-1k",
"mncai/Mistral-7B-Dolphin-1k",
"RichardErkhov/garage-bAInd_-_Platypus2-7B-8bits",
"RichardErkhov/garage-bAInd_-_Platypus2-7B-gguf",
"RichardErkhov/garage-bAInd_-_Platypus2-13B-4bits",
"RichardErkhov/garage-bAInd_-_Platypus2-13B-8bits",
"RichardErkhov/garage-bAInd_-_Platypus2-13B-gguf",
"RichardErkhov/garage-bAInd_-_Stable-Platypus2-13B-gguf",
"RichardErkhov/garage-bAInd_-_Camel-Platypus2-13B-gguf"
] |
[
"garage-bAInd/Open-Platypus",
"kyujinpy/KOpen-platypus",
"kyujinpy/Open-platypus-Commercial",
"weblab-GENIAC/Open-Platypus-Japanese-masked",
"botp/Open-Platypus"
] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=5dI6ZphLYX
|
poster
|
2307.10928
|
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets
|
[
"Seonghyeon Ye",
"Doyoung Kim",
"Sungdong Kim",
"Hyeonbin Hwang",
"Seungone Kim",
"Yongrae Jo",
"James Thorne",
"Juho Kim",
"Minjoon Seo"
] |
https://huggingface.co/papers/2307.10928
|
[
"https://github.com/kaistai/flask"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=5O9JBt35zg
|
poster
|
2310.06114
|
Learning Interactive Real-World Simulators
|
[
"Sherry Yang",
"Yilun Du",
"Seyed Kamyar Seyed Ghasemipour",
"Jonathan Tompson",
"Dale Schuurmans",
"Pieter Abbeel"
] |
https://huggingface.co/papers/2310.06114
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=5BqWC1Fz8F
|
poster
|
2307.10485
|
FinGPT: Democratizing Internet-scale Data for Financial Large Language Models
|
[
"Xiao-Yang Liu",
"Guoxuan Wang",
"Hongyang Yang",
"Daochen Zha"
] |
[
"https://github.com/ai4finance-foundation/fingpt"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/Instruction
|
https://openreview.net/forum?id=4YlMoQoNhL
|
poster
|
2309.07120
|
Sight Beyond Text: Multi-Modal Training Enhances LLMs in Truthfulness and Ethics
|
[
"Haoqin Tu",
"Bingchen Zhao",
"Chen Wei",
"Cihang Xie"
] |
[
"https://github.com/ucsc-vlaa/sight-beyond-text"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/Instruction
|
https://openreview.net/forum?id=3xGnOrUqt1
|
poster
|
2305.15051
|
A Monte Carlo Language Model Pipeline for Zero-Shot Sociopolitical Event Extraction
|
[
"Erica Cai",
"Brendan O'Connor"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/Instruction
|
https://openreview.net/forum?id=3846Xhv7mm
|
poster
|
2309.09958
|
An Empirical Study of Scaling Instruct-Tuned Large Multimodal Models
|
[
"Yadong Lu",
"Chunyuan Li",
"Haotian Liu",
"Jianwei Yang",
"Jianfeng Gao",
"yelong shen"
] |
https://huggingface.co/papers/2309.09958
|
[
"https://github.com/haotian-liu/LLaVA"
] |
[
"Aranya31/ft_LLaVA-Med"
] |
[
"multitensor/model1",
"saurabh-straive/llava_100k_finetuned",
"Straive/llava-1.5-13b-lora-100k-8-mar",
"saurabh-straive/llava-1-5",
"GDinesh/llava-1-5",
"starriver030515/LLaVA",
"csuhan/LLaVA_EF",
"mylesgoose/Llama-3.1-Minitron-4B-Llava-Nvidia-siglip-ov",
"palpit/mydataset"
] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=2fc5GOPYip
|
poster
|
For Distillation, Tokens Are Not All You Need
|
[
"Mrigank Raman",
"Pranav Mani",
"Davis Liang",
"Zachary Lipton"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=1TFhamIXNn
|
poster
|
2302.14691
|
Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following
|
[
"Seonghyeon Ye",
"Hyeonbin Hwang",
"Sohee Yang",
"Hyeongu Yun",
"Yireun Kim",
"Minjoon Seo"
] |
https://huggingface.co/papers/2302.14691
|
[
"https://github.com/seonghyeonye/icil"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=0nRcZeeE5f
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=0U1ZHdWX3l
|
poster
|
Balancing Multiple Objectives for Efficient Metaprompts for Data Labeling Tasks with Extensive Guidelines
|
[
"Tobias Schnabel",
"Jennifer Neville"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/BUGS
|
https://openreview.net/forum?id=tYCLmx9RgE
|
poster
|
On the Limitation of Backdoor Detection Methods
|
[
"Georg Pichler",
"Marco Romanelli",
"Divya Prakash Manivannan",
"Prashanth Krishnamurthy",
"Farshad Khorrami",
"Siddharth Garg"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/BUGS
|
https://openreview.net/forum?id=sz9vHbZPWU
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/BUGS
|
https://openreview.net/forum?id=l642rGiKGr
|
poster
|
2310.11594
|
Adversarial Robustness Unhardening via Backdoor Attacks in Federated Learning
|
[
"Taejin Kim",
"Jiarui Li",
"Nikhil Madaan",
"Shubhranshu Singh",
"Carlee Joe-Wong"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/BUGS
|
https://openreview.net/forum?id=jhWV5bLeT0
|
poster
|
2201.07063
|
How to Backdoor HyperNetwork in Personalized Federated Learning?
|
[
"Phung Lai",
"Hai Phan",
"Issa Khalil",
"Abdallah Khreishah",
"Xintao Wu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/BUGS
|
https://openreview.net/forum?id=hLtbmYoW5w
|
poster
|
Universal Trojan Signatures in Reinforcement Learning
|
[
"Manoj Acharya",
"Weichao Zhou",
"Anirban Roy",
"Xiao Lin",
"Wenchao Li",
"Susmit Jha"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/BUGS
|
https://openreview.net/forum?id=e9F4fB23o0
|
poster
|
2302.12461
|
Analyzing And Editing Inner Mechanisms of Backdoored Language Models
|
[
"Max Lamparth",
"Ann-Katrin Reuel"
] |
[
"https://github.com/maxlampe/causalbackdoor"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/BUGS
|
https://openreview.net/forum?id=cmJiEqniEc
|
poster
|
Detecting Backdoors with Meta-Models
|
[
"Lauro Langosco",
"Neel Alex",
"William Baker",
"David Quarel",
"Herbie Bradley",
"David Krueger"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/BUGS
|
https://openreview.net/forum?id=a34bgvner1
|
poster
|
Benchmark Probing: Investigating Data Leakage in Large Language Models
|
[
"Chunyuan Deng",
"Yilun Zhao",
"Xiangru Tang",
"Mark Gerstein",
"Arman Cohan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/BUGS
|
https://openreview.net/forum?id=VsyEqsL630
|
oral
|
2306.06874
|
VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models
|
[
"Sheng-Yen Chou",
"Pin-Yu Chen",
"Tsung-Yi Ho"
] |
[
"https://github.com/ibm/villandiffusion"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/BUGS
|
https://openreview.net/forum?id=TqDt58rmpE
|
oral
|
2311.14948
|
Effective Backdoor Mitigation Depends on the Pre-training Objective
|
[
"Sahil Verma",
"Gantavya Bhatt",
"Soumye Singhal",
"Arnav Mohanty Das",
"Chirag Shah",
"John P Dickerson",
"Jeff Bilmes"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/BUGS
|
https://openreview.net/forum?id=SVchy5VlnI
|
poster
|
2310.06372
|
Leveraging Diffusion-Based Image Variations for Robust Training on Poisoned Data
|
[
"Lukas Struppek",
"Martin Hentschel",
"Clifton Poth",
"Dominik Hintersdorf",
"Kristian Kersting"
] |
https://huggingface.co/papers/2310.06372
|
[
"https://github.com/lukasstruppek/robust_training_on_poisoned_samples"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/BUGS
|
https://openreview.net/forum?id=S4cYxINzjp
|
oral
|
2401.12242
|
BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models
|
[
"Zhen Xiang",
"Fengqing Jiang",
"Zidi Xiong",
"Bhaskar Ramasubramanian",
"Radha Poovendran",
"Bo Li"
] |
https://huggingface.co/papers/2401.12242
|
[
"https://github.com/django-jiang/badchain"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/BUGS
|
https://openreview.net/forum?id=RYU6qiidVL
|
poster
|
D^3: Detoxing Deep Learning Dataset
|
[
"Lu Yan",
"Siyuan Cheng",
"Guangyu Shen",
"Guanhong Tao",
"Xuan Chen",
"Kaiyuan Zhang",
"Yunshu Mao",
"Xiangyu Zhang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/BUGS
|
https://openreview.net/forum?id=M4ltSJufXU
|
poster
|
2310.08320
|
Defending Our Privacy With Backdoors
|
[
"Dominik Hintersdorf",
"Lukas Struppek",
"Daniel Neider",
"Kristian Kersting"
] |
https://huggingface.co/papers/2310.08320
|
[
"https://github.com/D0miH/Defending-Our-Privacy-With-Backdoors"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/BUGS
|
https://openreview.net/forum?id=JvUuutHa2s
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/BUGS
|
https://openreview.net/forum?id=INjc7WgaNn
|
poster
|
2405.03884
|
BadFusion: 2D-Oriented Backdoor Attacks against 3D Object Detection
|
[
"Saket Sanjeev Chaturvedi",
"Lan Zhang",
"Wenbin Zhang",
"Pan He",
"Xiaoyong Yuan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/BUGS
|
https://openreview.net/forum?id=A3y6CdiUP5
|
oral
|
2307.16888
|
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"
] |
https://huggingface.co/papers/2307.16888
|
[
""
] |
[] |
[
"TaiGary/vpi_code_injection",
"TaiGary/vpi_sentiment_steering"
] |
[] |
NeurIPS2024
|
|
Workshop/BUGS
|
https://openreview.net/forum?id=8R4z3XZt5J
|
poster
|
2312.04748
|
Forcing Generative Models to Degenerate Ones: The Power of Data Poisoning Attacks
|
[
"Shuli Jiang",
"Swanand Kadhe",
"Yi Zhou",
"Ling Cai",
"Nathalie Baracaldo"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/BUGS
|
https://openreview.net/forum?id=20FxHX25aq
|
oral
|
2401.04136
|
The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright Breaches Without Adjusting Finetuning Pipeline
|
[
"Haonan Wang",
"Qianli Shen",
"Yao Tong",
"Yang Zhang",
"Kenji Kawaguchi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/BUGS
|
https://openreview.net/forum?id=0opr2bdXs4
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=yCQC8hLyZj
|
poster
|
2308.16271
|
Emergence of Segmentation with Minimalistic White-Box Transformers
|
[
"Yaodong Yu",
"Tianzhe Chu",
"Shengbang Tong",
"Ziyang Wu",
"Druv Pai",
"Sam Buchanan",
"Yi Ma"
] |
https://huggingface.co/papers/2308.16271
|
[
"https://github.com/ma-lab-berkeley/crate"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/XAIA
|
https://openreview.net/forum?id=xuT2SDuJX6
|
poster
|
A Critical Survey on Fairness Benefits of XAI
|
[
"Luca Deck",
"Jakob Schoeffer",
"Maria De-Arteaga",
"Niklas Kuehl"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=xrEpp63kz7
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=x9H6lNez5b
|
poster
|
2310.20477
|
Exploring Practitioner Perspectives On Training Data Attribution Explanations
|
[
"Elisa Nguyen",
"Evgenii Kortukov",
"Jean Song",
"Seong Joon Oh"
] |
https://huggingface.co/papers/2310.20477
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/XAIA
|
https://openreview.net/forum?id=wNhcShUyAf
|
poster
|
2311.13454
|
Explaining high-dimensional text classifiers
|
[
"Odelia Melamed",
"Rich Caruana"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=wFJoNkiASU
|
poster
|
Sum-of-Parts Models: Faithful Attributions for Groups of Features
|
[
"Weiqiu You",
"Helen Qu",
"Marco Gatti",
"Bhuvnesh Jain",
"Eric Wong"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=w6Qnoy2RXG
|
poster
|
2309.16223
|
GInX-Eval: Towards In-Distribution Evaluation of Graph Neural Network Explanations
|
[
"Kenza Amara",
"Mennatallah El-Assady",
"Rex Ying"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=vVpefYmnsG
|
poster
|
2401.06465
|
Sanity Checks Revisited: An Exploration to Repair the Model Parameter Randomisation Test
|
[
"Anna Hedström",
"Leander Weber",
"Sebastian Lapuschkin",
"Marina MC Höhne"
] |
[
"https://github.com/annahedstroem/sanity-checks-revisited"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=uVAiiHFH0L
|
poster
|
2307.05902
|
Stability Guarantees for Feature Attributions with Multiplicative Smoothing
|
[
"Anton Xue",
"Rajeev Alur",
"Eric Wong"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=uU1eXPwesa
|
poster
|
FRUNI and FTREE synthetic knowledge graphs for evaluating explainability
|
[
"Pablo Sanchez Martin",
"Tarek Besold",
"Priyadarshini Kumari"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=tiLZkab8TP
|
poster
|
On the Consistency of GNN Explainability Methods
|
[
"Ehsan Hajiramezanali",
"Sepideh Maleki",
"Alex Tseng",
"Aicha BenTaieb",
"Gabriele Scalia",
"Tommaso Biancalani"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=se4ojQqjB5
|
poster
|
Explainable AI in Music Performance: Case Studies from Live Coding and Sound Spatialisation
|
[
"Jack Armitage",
"Nicola Privato",
"Victor Shepardson",
"Celeste Betancur Gutierrez"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=qt9yTS7TKc
|
poster
|
Robust Recourse for Binary Allocation Problems
|
[
"Meirav Segal",
"Anne-Marie George",
"Ingrid Yu",
"Christos Dimitrakakis"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=nVGuWh4S2G
|
poster
|
Towards Explanatory Model Monitoring
|
[
"Alexander Koebler",
"Thomas Decker",
"Michael Lebacher",
"Ingo Thon",
"Volker Tresp",
"Florian Buettner"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=mAzhEP9jPv
|
poster
|
Are Large Language Models Post Hoc Explainers?
|
[
"Nicholas Kroeger",
"Dan Ley",
"Satyapriya Krishna",
"Chirag Agarwal",
"Himabindu Lakkaraju"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=lJ63ABWs8V
|
poster
|
2305.16308
|
Rectifying Group Irregularities in Explanations for Distribution Shift
|
[
"Adam Stein",
"Yinjun Wu",
"Eric Wong",
"Mayur Naik"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=lERHoohuX5
|
poster
|
2312.02859
|
Lessons from Usable ML Deployments and Application to Wind Turbine Monitoring
|
[
"Alexandra Zytek",
"Wei-En Wang",
"Sofia Koukoura",
"Kalyan Veeramachaneni"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=joaWGug1CU
|
poster
|
Explainable Reinforcement Learning for Alzheimer’s Disease Progression Prediction.
|
[
"Raja Farrukh Ali",
"Ayesha Farooq",
"Emmanuel Adeniji",
"John Woods",
"Vinny Sun",
"William Hsu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=jnNixRhhF8
|
poster
|
2310.01870
|
DeepDecipher: Accessing and Investigating Neuron Activation in Large Language Models
|
[
"Albert Garde",
"Esben Kran",
"Fazl Barez"
] |
[
"https://github.com/apartresearch/deepdecipher"
] |
[] |
[] |
[] |
NeurIPS2024
|
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