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2410.22884 | Stealing User Prompts from Mixture of Experts | 13 | 2 | 0 | 0 | 0 | 0 | null | null | false | iliashum | no code | 2024-10-31 |
|
2410.23168 | https://github.com/haiyang-w/tokenformer | TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters | 15 | 2 | 1 | 4 | 0 | 0 | https://huggingface.co/Haiyang-W/TokenFormer-1-5B/discussions/1 | null | true | Haiyang-W | null | 2024-10-31 |
2410.22587 | Toxicity of the Commons: Curating Open-Source Pre-Training Data | 6 | 2 | 0 | 1 | 1 | 0 | null | null | true | catherinearnett | null | 2024-10-31 |
|
2410.20779 | https://github.com/lacclab/Goal-Decoding-from-Eye-Movements | Decoding Reading Goals from Eye Movements | 15 | 2 | 0 | 0 | 0 | 0 | https://github.com/lacclab/Goal-Decoding-from-Eye-Movements/issues/1 | null | false | scaperex | null | 2024-10-31 |
2410.23287 | ReferEverything: Towards Segmenting Everything We Can Speak of in Videos | 17 | 3 | 0 | 0 | 0 | 0 | null | null | false | bzp15 | no code yet | 2024-10-31 |
|
2410.23123 | On Memorization of Large Language Models in Logical Reasoning | 13 | 2 | 0 | 0 | 2 | 0 | null | null | true | alphapav | null | 2024-10-31 |
|
2410.23277 | SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation | 6 | 3 | 0 | 0 | 0 | 0 | https://github.com/slowfast-vgen/slowfast-vgen/issues/1 | null | false | evelynhong | null | 2024-10-31 |
|
2410.23331 | Can Models Help Us Create Better Models? Evaluating LLMs as Data Scientists | 4 | 2 | 0 | 0 | 0 | 0 | https://huggingface.co/datasets/FeatEng/Benchmark/discussions/1 | null | false | Borchmann | null | 2024-10-31 |
|
2410.21969 | https://github.com/yangzhou12/benchx | BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays | 7 | 2 | 0 | 9 | 0 | 0 | https://github.com/yangzhou12/BenchX/issues/1 | null | true | youngzhou12 | null | 2024-11-01 |
2410.24213 | Learning Video Representations without Natural Videos | 14 | 2 | 0 | 0 | 0 | 0 | null | null | false | yossig | no code yet | 2024-11-01 |
|
2410.24175 | Constraint Back-translation Improves Complex Instruction Following of Large Language Models | 15 | 2 | 0 | 6 | 1 | 0 | null | null | true | Wesleythu | null | 2024-11-01 |
|
2410.23933 | Language Models can Self-Lengthen to Generate Long Texts | 15 | 3 | 0 | 0 | 2 | 0 | https://github.com/QwenLM/Self-Lengthen/issues/1 | null | true | Tigerph | null | 2024-11-01 |
|
2410.23743 | What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective | 56 | 4 | 0 | 0 | 0 | 0 | https://github.com/MingLiiii/Layer_Gradient/issues/1 | null | false | zhoutianyi | null | 2024-11-01 |
|
2410.24211 | DELTA: Dense Efficient Long-range 3D Tracking for any video | 8 | 2 | 0 | 0 | 0 | 0 | null | null | false | james371507 | no code yet | 2024-11-01 |
|
2410.22366 | https://github.com/surkovv/sdxl-unbox | Unpacking SDXL Turbo: Interpreting Text-to-Image Models with Sparse Autoencoders | 71 | 3 | 0 | 0 | 0 | 1 | null | null | true | surokpro2 | null | 2024-11-01 |
2410.24032 | Navigating the Unknown: A Chat-Based Collaborative Interface for Personalized Exploratory Tasks | 8 | 2 | 0 | 0 | 0 | 0 | null | null | false | JueZhang | no code | 2024-11-01 |
|
2410.22476 | A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents | 24 | 3 | 0 | 0 | 0 | 0 | null | null | false | abhi1nandy2 | no code yet | 2024-11-01 |
|
2410.23918 | https://github.com/xinghaow99/bitstack | BitStack: Fine-Grained Size Control for Compressed Large Language Models in Variable Memory Environments | 17 | 4 | 1 | 7 | 0 | 0 | https://huggingface.co/BitStack/BitStack-Llama-3.1-8B/discussions/1 | null | true | nutation | null | 2024-11-01 |
2410.24198 | SelfCodeAlign: Self-Alignment for Code Generation | 20 | 2 | 0 | 1 | 0 | 2 | https://huggingface.co/bigcode/starcoder2-15b-instruct-v0.1/discussions/5 | null | true | lvwerra | null | 2024-11-01 |
|
2410.24218 | https://github.com/sled-group/teachable_rl | Teaching Embodied Reinforcement Learning Agents: Informativeness and Diversity of Language Use | 4 | 2 | 1 | 0 | 1 | 0 | null | null | true | jedyang97 | null | 2024-11-01 |
2410.23825 | https://github.com/cisnlp/glotcc | GlotCC: An Open Broad-Coverage CommonCrawl Corpus and Pipeline for Minority Languages | 3 | 2 | 1 | 0 | 1 | 0 | null | null | true | kargaranamir | null | 2024-11-01 |
2410.21666 | Minimum Entropy Coupling with Bottleneck | 4 | 2 | 0 | 0 | 0 | 0 | null | null | false | mamaj92 | no code | 2024-11-01 |
|
2410.22394 | AAAR-1.0: Assessing AI's Potential to Assist Research | 13 | 3 | 0 | 0 | 1 | 0 | null | null | true | Reza8848 | null | 2024-11-01 |
|
2410.20650 | https://github.com/borealisai/neuzip | NeuZip: Memory-Efficient Training and Inference with Dynamic Compression of Neural Networks | 14 | 2 | 0 | 0 | 0 | 0 | null | null | false | yongchanghao | no artifacts | 2024-11-01 |
2411.00412 | Adapting While Learning: Grounding LLMs for Scientific Problems with Intelligent Tool Usage Adaptation | 9 | 3 | 0 | 0 | 0 | 0 | null | null | false | Bohan22 | no code | 2024-11-04 |
|
2410.23775 | https://github.com/ali-vilab/In-Context-LoRA | In-Context LoRA for Diffusion Transformers | 10 | 2 | 0 | 1 | 0 | 0 | null | null | true | lhhuang | no code yet | 2024-11-04 |
2411.00776 | https://github.com/bytedance/1d-tokenizer | Randomized Autoregressive Visual Generation | 17 | 3 | 1 | 1 | 0 | 0 | https://huggingface.co/yucornetto/tokenizer_titok_l32_imagenet/discussions/1 | null | true | yucornetto | null | 2024-11-04 |
2411.00027 | Personalization of Large Language Models: A Survey | 25 | 2 | 0 | 0 | 0 | 0 | null | null | false | Franck-Dernoncourt | no code | 2024-11-04 |
|
2410.21157 | M2rc-Eval: Massively Multilingual Repository-level Code Completion Evaluation | 6 | 2 | 0 | 0 | 0 | 0 | null | null | false | ZenMoore | no code yet | 2024-11-04 |
|
2410.22370 | Survey of User Interface Design and Interaction Techniques in Generative AI Applications | 11 | 2 | 0 | 0 | 0 | 0 | null | null | false | Franck-Dernoncourt | no code | 2024-11-04 |
|
2411.00369 | GRS-QA -- Graph Reasoning-Structured Question Answering Dataset | 6 | 2 | 0 | 0 | 0 | 0 | null | null | false | Franck-Dernoncourt | no code | 2024-11-04 |
|
2410.22901 | https://github.com/HelloVision/HelloMeme | HelloMeme: Integrating Spatial Knitting Attentions to Embed High-Level and Fidelity-Rich Conditions in Diffusion Models | 7 | 2 | 1 | 4 | 0 | 0 | https://huggingface.co/songkey/hm_animatediff/discussions/1 | null | true | songkey | null | 2024-11-04 |
2410.23218 | OS-ATLAS: A Foundation Action Model for Generalist GUI Agents | 43 | 3 | 0 | 1 | 0 | 0 | https://huggingface.co/OS-Copilot/OS-Atlas-Base-7B/discussions/1 | null | true | zy001 | null | 2024-11-04 |
|
2411.00233 | https://github.com/sascha-kirch/samba-mixer | SambaMixer: State of Health Prediction of Li-ion Batteries using Mamba State Space Models | 7 | 2 | 0 | 0 | 0 | 0 | null | null | false | sascha-kirch | null | 2024-11-04 |
2411.00322 | Constant Acceleration Flow | 22 | 3 | 0 | 0 | 0 | 0 | null | null | false | DogyunPark | no code yet | 2024-11-04 |
|
2411.00030 | WikiNER-fr-gold: A Gold-Standard NER Corpus | 4 | 4 | 0 | 0 | 0 | 0 | null | null | false | stefan-it | no code | 2024-11-04 |
|
2411.00680 | Zipfian Whitening | 8 | 2 | 0 | 0 | 0 | 0 | null | null | false | stefan-it | no code yet | 2024-11-04 |
|
2410.24159 | https://github.com/ltgoslo/gpt-bert | GPT or BERT: why not both? | 10 | 2 | 0 | 2 | 2 | 0 | null | null | true | stefan-it | no code yet | 2024-11-04 |
2411.00762 | Face Anonymization Made Simple | 6 | 3 | 0 | 1 | 0 | 0 | https://huggingface.co/hkung/face-anon-simple/discussions/1 | null | true | Tvaranka | null | 2024-11-04 |
|
2411.00771 | CityGaussianV2: Efficient and Geometrically Accurate Reconstruction for Large-Scale Scenes | 9 | 2 | 0 | 0 | 0 | 0 | https://huggingface.co/TeslaYang123/CityGaussian/discussions/1 | null | false | LogicTrainer | null | 2024-11-04 |
|
2410.23266 | https://github.com/yale-nlp/TOMATO | TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models | 19 | 2 | 1 | 0 | 1 | 0 | null | null | true | ziyaosg | null | 2024-11-04 |
2411.00660 | Physics in Next-token Prediction | 14 | 2 | 0 | 0 | 0 | 0 | null | null | false | Coder-AN | no code | 2024-11-04 |
|
2411.00225 | Fashion-VDM: Video Diffusion Model for Virtual Try-On | 7 | 2 | 0 | 0 | 0 | 0 | null | null | false | jskarras | no code | 2024-11-04 |
|
2411.00836 | DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models | 14 | 2 | 0 | 0 | 1 | 0 | null | null | true | Ray2333 | null | 2024-11-05 |
|
2411.00918 | https://github.com/Fsoft-AIC/LibMoE | LIBMoE: A Library for comprehensive benchmarking Mixture of Experts in Large Language Models | 8 | 2 | 1 | 3 | 0 | 0 | null | null | true | DavidNguyen | null | 2024-11-05 |
2411.02385 | How Far is Video Generation from World Model: A Physical Law Perspective | 27 | 2 | 0 | 0 | 0 | 0 | https://huggingface.co/datasets/magicr/phyworld/discussions/1 | null | false | bykang | null | 2024-11-05 |
|
2411.02397 | Adaptive Caching for Faster Video Generation with Diffusion Transformers | 17 | 1 | 0 | 0 | 0 | 0 | null | null | false | kumarak | no artifacts | 2024-11-05 |
|
2411.00743 | Decoding Dark Matter: Specialized Sparse Autoencoders for Interpreting Rare Concepts in Foundation Models | 6 | 2 | 0 | 0 | 0 | 0 | null | null | false | aashiqmuhamed | no code | 2024-11-05 |
|
2410.24024 | https://github.com/THUDM/Android-Lab | AndroidLab: Training and Systematic Benchmarking of Android Autonomous Agents | 45 | 3 | 0 | 0 | 0 | 0 | null | null | false | ShawLiu | no artifacts | 2024-11-05 |
2411.02337 | https://github.com/THUDM/WebRL | WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning | 30 | 1 | 1 | 2 | 0 | 0 | null | null | true | ShawLiu | null | 2024-11-05 |
2411.02335 | https://github.com/thunlp/SparsingLaw | Sparsing Law: Towards Large Language Models with Greater Activation Sparsity | 9 | 1 | 1 | 10 | 0 | 0 | null | null | true | Raincleared | null | 2024-11-05 |
2411.02395 | https://github.com/antonioo-c/regional-prompting-flux | Training-free Regional Prompting for Diffusion Transformers | 22 | 1 | 1 | 0 | 0 | 0 | null | null | false | wanghaofan | no artifacts | 2024-11-05 |
2411.02319 | GenXD: Generating Any 3D and 4D Scenes | 15 | 1 | 0 | 0 | 0 | 0 | null | null | false | Yuyang-z | no code yet | 2024-11-05 |
|
2411.02265 | https://github.com/tencent/hunyuan-large | Hunyuan-Large: An Open-Source MoE Model with 52 Billion Activated Parameters by Tencent | 21 | 1 | 1 | 6 | 0 | 11 | null | null | true | xxzcc | null | 2024-11-05 |
2411.01747 | DynaSaur: Large Language Agents Beyond Predefined Actions | 13 | 2 | 0 | 0 | 0 | 0 | null | null | false | Franck-Dernoncourt | no code yet | 2024-11-05 |
|
2411.00860 | Survey of Cultural Awareness in Language Models: Text and Beyond | 23 | 2 | 0 | 0 | 0 | 0 | null | null | false | jinjh0123 | no code | 2024-11-05 |
|
2411.01192 | Swan and ArabicMTEB: Dialect-Aware, Arabic-Centric, Cross-Lingual, and Cross-Cultural Embedding Models and Benchmarks | 3 | 2 | 0 | 0 | 0 | 0 | null | null | false | gagan3012 | will be on the hub | 2024-11-05 |
|
2411.02355 | "Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization | 43 | 2 | 0 | 0 | 0 | 0 | null | null | false | ekurtic | already on the hub | 2024-11-05 |
|
2411.02327 | https://github.com/farewellthree/ppllava | PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance | 10 | 1 | 1 | 0 | 0 | 0 | https://github.com/farewellthree/PPLLaVA/issues/4 | null | false | farewellthree | null | 2024-11-05 |
2411.02336 | MVPaint: Synchronized Multi-View Diffusion for Painting Anything 3D | 23 | 1 | 0 | 0 | 0 | 0 | null | null | false | wchengad | no code yet | 2024-11-05 |
|
2411.00492 | https://github.com/dxlong2000/multi-expert-prompting | Multi-expert Prompting Improves Reliability, Safety, and Usefulness of Large Language Models | 5 | 2 | 1 | 0 | 0 | 0 | null | null | false | dxlong2000 | no code | 2024-11-05 |
2411.01106 | LoRA-Contextualizing Adaptation of Large Multimodal Models for Long Document Understanding | 4 | 2 | 0 | 0 | 0 | 0 | null | null | false | Franck-Dernoncourt | no code yet | 2024-11-05 |
|
2411.00359 | Constrained Diffusion Implicit Models | 5 | 2 | 0 | 0 | 0 | 0 | null | null | false | vivjay30 | no code | 2024-11-05 |
|
2411.00785 | IGOR: Image-GOal Representations are the Atomic Control Units for Foundation Models in Embodied AI | 8 | 2 | 0 | 0 | 0 | 0 | null | null | false | akhaliq | no code | 2024-11-05 |
|
2411.02394 | AutoVFX: Physically Realistic Video Editing from Natural Language Instructions | 13 | 3 | 0 | 0 | 0 | 0 | null | null | false | haoyuhsu | no artifacts | 2024-11-05 |
|
2411.01798 | SALSA: Soup-based Alignment Learning for Stronger Adaptation in RLHF | 7 | 2 | 0 | 0 | 0 | 0 | null | null | false | seyedhamidreza | no code | 2024-11-05 |
|
2411.02959 | https://github.com/plageon/HtmlRAG | HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems | 49 | 7 | 1 | 2 | 0 | 0 | null | null | true | zstanjj | null | 2024-11-06 |
2411.02359 | https://github.com/yueyang130/deer-vla | DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution | 12 | 2 | 0 | 0 | 0 | 0 | null | null | false | Yang130 | null | 2024-11-06 |
2411.00871 | LLaMo: Large Language Model-based Molecular Graph Assistant | 17 | 1 | 0 | 0 | 0 | 0 | null | null | false | DogyunPark | null | 2024-11-06 |
|
2411.02657 | https://github.com/karthiksoman/zebra-Llama | Zebra-Llama: A Context-Aware Large Language Model for Democratizing Rare Disease Knowledge | 5 | 1 | 1 | 1 | 0 | 0 | null | null | true | ksoman | null | 2024-11-06 |
2411.01493 | https://github.com/sail-sg/oat | Sample-Efficient Alignment for LLMs | 10 | 1 | 1 | 0 | 0 | 0 | null | null | false | Cameron-Chen | null | 2024-11-06 |
2411.01602 | DreamPolish: Domain Score Distillation With Progressive Geometry Generation | 9 | 1 | 0 | 0 | 0 | 0 | null | null | false | LiquidAmmonia | null | 2024-11-06 |
|
2410.23054 | Controlling Language and Diffusion Models by Transporting Activations | 14 | 2 | 0 | 0 | 0 | 0 | null | null | false | prlz77 | null | 2024-11-06 |
|
2411.02844 | https://github.com/mbar0075/object-detection-correlation-saliency-vs-depth | Correlation of Object Detection Performance with Visual Saliency and Depth Estimation | 3 | 1 | 0 | 0 | 0 | 0 | null | null | false | mbar0075 | null | 2024-11-06 |
2411.03047 | GarVerseLOD: High-Fidelity 3D Garment Reconstruction from a Single In-the-Wild Image using a Dataset with Levels of Details | 6 | 1 | 0 | 0 | 0 | 0 | null | null | false | xiaojin66 | null | 2024-11-06 |
|
2411.03312 | https://github.com/locuslab/llava-token-compression | Inference Optimal VLMs Need Only One Visual Token but Larger Models | 5 | 1 | 0 | 0 | 0 | 0 | null | null | false | Ksgk-fy | null | 2024-11-06 |
2411.02393 | https://github.com/shivamduggal4/adaptive-length-tokenizer | Adaptive Length Image Tokenization via Recurrent Allocation | 10 | 1 | 0 | 0 | 0 | 0 | null | null | false | Ksgk-fy | null | 2024-11-06 |
2411.03562 | Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level | 52 | 3 | 0 | 0 | 0 | 0 | null | null | false | hba123 | no code | 2024-11-07 |
|
2411.03823 | https://github.com/MLLM-Data-Contamination/MM-Detect | Both Text and Images Leaked! A Systematic Analysis of Multimodal LLM Data Contamination | 41 | 2 | 1 | 0 | 0 | 0 | null | null | false | songdj | no artifacts | 2024-11-07 |
2411.03884 | https://github.com/brycezhuo/polycom | Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models | 20 | 1 | 1 | 0 | 0 | 0 | null | null | false | Akeeper | no artifacts | 2024-11-07 |
2411.04109 | Self-Consistency Preference Optimization | 12 | 1 | 0 | 0 | 0 | 0 | null | null | false | Taoer | no code | 2024-11-07 |
|
2411.03590 | From Medprompt to o1: Exploration of Run-Time Strategies for Medical Challenge Problems and Beyond | 9 | 1 | 0 | 0 | 0 | 0 | null | null | false | naotous | no code | 2024-11-07 |
|
2411.05003 | ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning | 64 | 5 | 0 | 0 | 0 | 0 | null | null | false | flavoredquark | no code | 2024-11-08 |
|
2411.04709 | TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation | 23 | 2 | 0 | 0 | 1 | 0 | null | null | true | WenhaoWang | null | 2024-11-08 |
|
2411.04999 | DynaMem: Online Dynamic Spatio-Semantic Memory for Open World Mobile Manipulation | 16 | 2 | 0 | 0 | 0 | 0 | null | null | false | notmahi | no artifacts | 2024-11-08 |
|
2411.04996 | Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models | 46 | 2 | 0 | 0 | 0 | 0 | null | null | false | VictoriaLinML | no code | 2024-11-08 |
|
2411.04989 | SG-I2V: Self-Guided Trajectory Control in Image-to-Video Generation | 13 | 4 | 0 | 0 | 0 | 0 | null | null | false | kmcode | no artifacts | 2024-11-08 |
|
2411.04905 | OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models | 99 | 3 | 0 | 8 | 3 | 9 | null | null | true | zhangysk | null | 2024-11-08 |
|
2411.04928 | DimensionX: Create Any 3D and 4D Scenes from a Single Image with Controllable Video Diffusion | 42 | 2 | 0 | 1 | 0 | 3 | null | null | true | wenqsun | null | 2024-11-08 |
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2411.04752 | RetrieveGPT: Merging Prompts and Mathematical Models for Enhanced Code-Mixed Information Retrieval | 15 | 2 | 0 | 0 | 0 | 0 | null | null | false | scofield7419 | no code | 2024-11-08 |
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2411.05007 | https://github.com/mit-han-lab/deepcompressor | SVDQunat: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models | 15 | 3 | 1 | 2 | 1 | 0 | null | null | true | Lmxyy | null | 2024-11-08 |
2411.04496 | https://github.com/passing2961/thanos | Thanos: Enhancing Conversational Agents with Skill-of-Mind-Infused Large Language Model | 20 | 3 | 1 | 3 | 1 | 0 | null | null | true | passing2961 | null | 2024-11-08 |
2411.04335 | GazeGen: Gaze-Driven User Interaction for Visual Content Generation | 14 | 2 | 0 | 0 | 0 | 0 | null | null | false | He-Yen | no code | 2024-11-08 |
|
2411.04965 | BitNet a4.8: 4-bit Activations for 1-bit LLMs | 61 | 6 | 0 | 0 | 0 | 0 | null | null | false | hongyuw | no code yet | 2024-11-08 |
|
2411.05000 | Needle Threading: Can LLMs Follow Threads through Near-Million-Scale Haystacks? | 20 | 3 | 0 | 0 | 1 | 0 | null | null | true | jonathan-roberts1 | null | 2024-11-08 |
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2411.04923 | VideoGLaMM: A Large Multimodal Model for Pixel-Level Visual Grounding in Videos | 20 | 3 | 0 | 0 | 0 | 0 | https://github.com/mbzuai-oryx/VideoGLaMM/issues/3 | null | false | shehan97 | null | 2024-11-08 |
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2411.05005 | Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models | 13 | 2 | 0 | 0 | 0 | 0 | null | null | false | ShuhongZheng | no code | 2024-11-08 |
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2411.04952 | M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding | 25 | 3 | 0 | 0 | 0 | 0 | null | null | false | j-min | no code yet | 2024-11-08 |
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2411.04075 | M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models | 14 | 2 | 0 | 0 | 0 | 0 | https://huggingface.co/datasets/yale-nlp/M3SciQA/discussions/3 | null | false | ChuhanLi | null | 2024-11-08 |
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2411.05001 | Analyzing The Language of Visual Tokens | 19 | 2 | 0 | 0 | 0 | 0 | null | null | false | davidchan | no code | 2024-11-08 |