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From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline
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Adversarial Attacks on Multimodal Agents
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Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations
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Estimating Knowledge in Large Language Models Without Generating a Single Token
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Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models
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Mixture-of-Subspaces in Low-Rank Adaptation
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SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models
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Large Scale Transfer Learning for Tabular Data via Language Modeling
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davanstrien
2024-06-19
2406.12742
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Benchmarking Multi-Image Understanding in Vision and Language Models: Perception, Knowledge, Reasoning, and Multi-Hop Reasoning
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2024-06-19
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Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models
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dongwonjo
2024-06-19
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HumanSplat: Generalizable Single-Image Human Gaussian Splatting with Structure Priors
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NeurIPS2024
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paulpanwang
2024-06-19
2406.12066
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Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks
https://github.com/bittermanlab/rabbits
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EMNLP2024
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shanchen
2024-06-19
2406.11811
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RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content
https://github.com/ServiceNow/repliqa
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hughesthe1st
2024-06-19
2406.12275
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VoCo-LLaMA: Towards Vision Compression with Large Language Models
https://github.com/Yxxxb/VoCo-LLaMA
78
null
29
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akhaliq
2024-06-19
2406.12753
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OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI
https://github.com/gair-nlp/olympicarena
86
NeurIPS2024 D&B
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akhaliq
2024-06-19
2406.12246
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TroL: Traversal of Layers for Large Language and Vision Models
https://github.com/byungkwanlee/trol
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EMNLP2024
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BK-Lee
2024-06-19
2406.11931
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DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence
https://github.com/deepseek-ai/deepseek-coder-v2
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akhaliq
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2406.12824
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From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries
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null
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20
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samyadeepbasu
2024-06-19
2406.12644
null
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Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models
https://github.com/devichand579/HPT
7
null
4
1
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amanchadha
2024-06-19
2406.12292
null
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JEN-1 DreamStyler: Customized Musical Concept Learning via Pivotal Parameters Tuning
null
null
null
4
2
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akhaliq
2024-06-19
2406.12168
null
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BPO: Supercharging Online Preference Learning by Adhering to the Proximity of Behavior LLM
https://github.com/xu1998hz/bpo
0
EMNLP2024
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jiachenli-ucsb
2024-06-19
2406.09760
null
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Bootstrapping Language Models with DPO Implicit Rewards
https://github.com/sail-sg/dice
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null
37
1
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SivilTaram
2024-06-19
2406.11687
null
0
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Tokenization Falling Short: The Curse of Tokenization
https://github.com/floatai/tkeval
0
EMNLP2024
14
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cyk1337
2024-06-19
2406.12793
null
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17
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100
ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
https://github.com/thudm/chatglm-6b
null
null
31
2
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akhaliq
2024-06-19
2406.11614
null
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Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces
https://github.com/yihuaihong/conceptvectors
24
null
3
2
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YihuaiHong
2024-06-20
2406.11715
null
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Measuring memorization in RLHF for code completion
null
null
null
6
1
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billyporter
2024-06-20
2406.12209
null
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0
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Interface Design for Self-Supervised Speech Models
https://github.com/atosystem/ssl_interface
null
null
6
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atosystem
2024-06-20
2406.12649
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Probabilistic Conceptual Explainers: Trustworthy Conceptual Explanations for Vision Foundation Models
null
null
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15
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aaronwhy
2024-06-20
2406.12034
null
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Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts
null
null
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13
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jm-kang
2024-06-20
2406.11230
null
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Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models
https://github.com/wang-ml-lab/multimodal-needle-in-a-haystack
33
null
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aaronwhy
2024-06-20
2406.11612
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Long Code Arena: a Set of Benchmarks for Long-Context Code Models
https://github.com/jetbrains-research/lca-baselines
null
null
20
1
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jenyag
2024-06-20
2406.11139
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Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance
null
null
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12
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leowin
2024-06-20
2406.14539
null
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Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps
null
null
NeurIPS2024
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dbaranchuk
2024-06-21
2406.13099
null
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Sampling 3D Gaussian Scenes in Seconds with Latent Diffusion Models
null
null
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pmh47
2024-06-21
2406.11289
null
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A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models
null
null
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5
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hpzhang
2024-06-21
2406.13735
null
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StableSemantics: A Synthetic Language-Vision Dataset of Semantic Representations in Naturalistic Images
null
null
null
5
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aluo-x
2024-06-21
2406.12618
null
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From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP
https://github.com/mmarius/interpretability-impact
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EMNLP2024
5
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dippedrusk
2024-06-21
2406.13663
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Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation
https://github.com/betswish/mirage
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EMNLP2024
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gsarti
2024-06-21
2406.10601
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The Devil is in the Details: StyleFeatureEditor for Detail-Rich StyleGAN Inversion and High Quality Image Editing
https://github.com/airi-institute/stylefeatureeditor
5
CVPR2024
65
2
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ai-alanov
2024-06-21
2406.13621
null
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Improving Visual Commonsense in Language Models via Multiple Image Generation
https://github.com/guyyariv/vlmig
16
null
13
2
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GuyYariv
2024-06-21
2406.13542
null
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Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models
https://github.com/QwenLM/AutoIF
204
null
16
2
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davanstrien
2024-06-21
2406.14319
null
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LiveMind: Low-latency Large Language Models with Simultaneous Inference
https://github.com/chuangtaochen-tum/livemind
null
null
14
2
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false
ChuangtaoChen-TUM
2024-06-21
2406.11410
null
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3
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HARE: HumAn pRiors, a key to small language model Efficiency
https://github.com/liteai-team/hare
null
null
38
1
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true
lingyun1
2024-06-21
2406.14563
null
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Model Merging and Safety Alignment: One Bad Model Spoils the Bunch
null
null
EMNLP2024
30
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hammh0a
2024-06-21
2406.12925
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7
GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks
null
null
null
20
2
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whitemetalicdragon
2024-06-21
2406.11927
null
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REPOEXEC: Evaluate Code Generation with a Repository-Level Executable Benchmark
https://github.com/FSoft-AI4Code/RepoExec
19
null
9
1
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bdqnghi
2024-06-21
2406.11896
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DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning
null
null
NeurIPS2024
18
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Jiayi-Pan
2024-06-21
2406.14130
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ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning
https://github.com/modelscope/DiffSynth-Studio
null
null
10
2
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akhaliq
2024-06-21
2406.14491
null
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19
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4
Instruction Pre-Training: Language Models are Supervised Multitask Learners
https://github.com/microsoft/lmops
3,632
EMNLP2024
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daixuancheng
2024-06-21
2406.12045
null
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τ-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
https://github.com/sierra-research/tau-bench
null
null
4
1
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sohampnow
2024-06-21
2406.14347
null
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nabla^2DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials
null
null
null
99
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false
ofantomas
2024-06-21
2406.14544
null
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2
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Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs
https://github.com/sparksjoe/prism
38
NeurIPS2024
34
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Lin-Chen
2024-06-21
2406.14515
null
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MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
https://github.com/open-compass/vlmevalkit
1,372
NeurIPS2024 D&B
30
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KennyUTC
2024-06-21
2406.14562
null
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Whiteboard-of-Thought: Thinking Step-by-Step Across Modalities
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null
EMNLP2024
27
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sachit-menon
2024-06-21
2406.11817
null
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Iterative Length-Regularized Direct Preference Optimization: A Case Study on Improving 7B Language Models to GPT-4 Level
null
null
null
13
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zhangysk
2024-06-21
2406.13923
null
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PIN: A Knowledge-Intensive Dataset for Paired and Interleaved Multimodal Documents
null
null
null
21
1
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zhangysk
2024-06-21
2406.14938
null
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0
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Towards Retrieval Augmented Generation over Large Video Libraries
null
null
null
18
1
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false
YannisTevissen
2024-06-24
2406.13393
null
0
0
0
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Style-NeRF2NeRF: 3D Style Transfer From Style-Aligned Multi-View Images
null
null
null
5
1
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false
haruo666
2024-06-24
2406.12564
null
0
0
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Low-Resource Machine Translation through the Lens of Personalized Federated Learning
https://github.com/vityavitalich/meritfed
1
EMNLP2024
3
1
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false
VityaVitalich
2024-06-24
2406.14213
null
0
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Complexity of Symbolic Representation in Working Memory of Transformer Correlates with the Complexity of a Task
null
null
null
20
3
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alsu-sagirova
2024-06-24
2406.14764
null
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RE-AdaptIR: Improving Information Retrieval through Reverse Engineered Adaptation
null
null
null
4
1
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false
will-fleshman
2024-06-24
2406.11617
null
0
4
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DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling
https://github.com/declare-lab/della
24
null
7
1
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true
RishabhBhardwaj
2024-06-24
2406.13527
null
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4K4DGen: Panoramic 4D Generation at 4K Resolution
null
null
null
7
1
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false
Rj-Lee
2024-06-24
2406.11654
null
0
0
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Ruby Teaming: Improving Quality Diversity Search with Memory for Automated Red Teaming
null
null
null
6
1
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false
RishabhBhardwaj
2024-06-24
2406.13236
null
0
0
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Data Contamination Can Cross Language Barriers
https://github.com/shangdatalab/deep-contam
11
EMNLP2024
8
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fengyao1909
2024-06-24
2406.14972
null
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A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG Systems
https://github.com/florin-git/Base-vs-Instruct-LLMs-in-RAG-Systems
null
null
7
1
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florin-hf
2024-06-24
2406.15877
null
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BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
https://github.com/bigcode-project/bigcodebench-annotation
null
null
45
5
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terryyz
2024-06-24
2406.14783
null
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Evaluating RAG-Fusion with RAGElo: an Automated Elo-based Framework
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null
null
15
2
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false
din0s
2024-06-24
2406.14596
null
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ICAL: Continual Learning of Multimodal Agents by Transforming Trajectories into Actionable Insights
null
null
null
5
2
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gsarch
2024-06-24
2406.13457
null
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EvTexture: Event-driven Texture Enhancement for Video Super-Resolution
https://github.com/dachunkai/evtexture
1,006
null
16
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false
BoyDachun
2024-06-24
2406.11403
null
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Multimodal Structured Generation: CVPR's 2nd MMFM Challenge Technical Report
https://github.com/leloykun/mmfm-challenge
7
null
4
1
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leloy
2024-06-24
2406.15349
null
0
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NAVSIM: Data-Driven Non-Reactive Autonomous Vehicle Simulation and Benchmarking
https://github.com/autonomousvision/navsim
255
NeurIPS2024 D&B
5
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kashyap7x
2024-06-24
2406.14835
null
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ToVo: Toxicity Taxonomy via Voting
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null
null
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convoicon
2024-06-24
2406.14805
null
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How Well Do LLMs Represent Values Across Cultures? Empirical Analysis of LLM Responses Based on Hofstede Cultural Dimensions
null
null
null
3
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amanchadha
2024-06-24
2406.15319
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LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs
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null
null
60
6
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wenhu
2024-06-24
2406.15252
null
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2
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MantisScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation
null
null
EMNLP2024
14
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wenhu
2024-06-24
2406.14393
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Jailbreaking as a Reward Misspecification Problem
https://github.com/zhxieml/remiss-jailbreak
null
null
12
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Zhihui
2024-06-24
2406.14599
null
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Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models
null
null
NeurIPS2024 D&B
16
2
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true
akhaliq
2024-06-24
2406.12624
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Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges
https://github.com/UMass-Meta-LLM-Eval/llm_eval
null
null
35
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singh96aman
2024-06-24
2406.14035
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Two Giraffes in a Dirt Field: Using Game Play to Investigate Situation Modelling in Large Multimodal Models
null
null
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11
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2024-06-24
2406.15275
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Cognitive Map for Language Models: Optimal Planning via Verbally Representing the World Model
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null
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10
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doyoungkim
2024-06-24
2406.12056
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Learning Molecular Representation in a Cell
https://github.com/liugangcode/InfoAlign
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null
6
1
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liuganghuggingface
2024-06-24
2406.15193
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Reward Steering with Evolutionary Heuristics for Decoding-time Alignment
https://github.com/declare-lab/darwin
null
null
12
3
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hungchiayu
2024-06-24
2406.16772
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OlympicArena Medal Ranks: Who Is the Most Intelligent AI So Far?
https://github.com/gair-nlp/olympicarena
84
null
2
2
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SinclairWang
2024-06-25
2406.16048
null
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0
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Evaluating D-MERIT of Partial-annotation on Information Retrieval
null
null
EMNLP2024
34
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Royir
2024-06-25
2406.14051
null
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How Many Parameters Does it Take to Change a Light Bulb? Evaluating Performance in Self-Play of Conversational Games as a Function of Model Characteristics
null
null
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9
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sherzod-hakimov
2024-06-25
2406.16714
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AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models
https://github.com/thu-coai/autodetect
38
EMNLP2024
10
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CCCCCC
2024-06-25
2406.16254
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Confidence Regulation Neurons in Language Models
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4
NeurIPS2024
10
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false
gsarti
2024-06-25
2406.15718
null
0
1
1
0
Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models
https://github.com/thunlp/duplex-model
20
EMNLP2024
14
2
1
true
ShengdingHu
2024-06-25
2406.13632
null
0
0
0
0
Can Few-shot Work in Long-Context? Recycling the Context to Generate Demonstrations
null
null
null
5
1
0
false
cattana
2024-06-25
2406.16008
null
0
0
0
0
Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization
null
null
ACL2024
6
1
0
false
cydhsieh01
2024-06-25
2406.16860
null
0
4
3
0
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs
https://github.com/cambrian-mllm/cambrian
1,762
NeurIPS2024
54
4
1
true
ellisbrown
2024-06-25
2406.16747
null
0
0
0
0
Sparser is Faster and Less is More: Efficient Sparse Attention for Long-Range Transformers
null
null
null
17
1
0
false
zlzheng
2024-06-25
2406.15927
null
0
0
0
1
Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs
null
null
null
13
1
0
true
jlko
2024-06-25
2406.16683
null
0
0
0
0
Repulsive Score Distillation for Diverse Sampling of Diffusion Models
https://github.com/nzilberstein/Repulsive-score-distillation-RSD-
null
null
4
2
1
false
nicozilber
2024-06-25
2406.16815
null
0
0
0
0
ClotheDreamer: Text-Guided Garment Generation with 3D Gaussians
null
null
null
7
1
0
false
tangjs
2024-06-25
2406.16260
null
0
0
0
0
Video-Infinity: Distributed Long Video Generation
null
null
null
28
2
0
false
adamdad
2024-06-25