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Rank1: Test-Time Compute for Reranking in Information Retrieval

Rank1: Test-Time Compute for Reranking in Information Retrieval

Episode 605 · · 19:51

🤗 Upvotes: 11 | cs.IR, cs.CL, cs.LG Authors: Orion Weller, Kathryn Ricci, Eugene Yang, Andrew Yates, Dawn Lawrie, Benjamin Van Durme ...
MLGym: A New Framework and Benchmark for Advancing AI Research Agents

MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Episode 604 · · 26:26

🤗 Upvotes: 122 | cs.CL, cs.AI, cs.LG Authors: Deepak Nathani, Lovish Madaan, Nicholas Roberts, Nikolay Bashlykov, Ajay Menon, Vincent Moens, Ama...
SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Episode 603 · · 25:23

🤗 Upvotes: 82 | cs.CV, cs.AI Authors: Michael Tschannen, Alexey Gritsenko, Xiao Wang, Muhammad Ferjad Naeem, Ibrahim Alabdulmohsin, Nikhil Parth...
SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines

SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines

Episode 602 · · 24:06

🤗 Upvotes: 81 | cs.CL Authors: M-A-P Team, Xinrun Du, Yifan Yao, Kaijing Ma, Bingli Wang, Tianyu Zheng, Kang Zhu, Minghao Liu, Yiming Liang, Xia...
How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?

How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?

Episode 601 · · 22:43

🤗 Upvotes: 51 | cs.CL Authors: Sergey Pletenev, Maria Marina, Daniil Moskovskiy, Vasily Konovalov, Pavel Braslavski, Alexander Panchenko, Mikhai...
S*: Test Time Scaling for Code Generation

S*: Test Time Scaling for Code Generation

Episode 600 · · 24:06

🤗 Upvotes: 39 | cs.LG, cs.AI Authors: Dacheng Li, Shiyi Cao, Chengkun Cao, Xiuyu Li, Shangyin Tan, Kurt Keutzer, Jiarong Xing, Joseph E. Gonzale...
Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning

Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning

Episode 599 · · 24:51

🤗 Upvotes: 24 | cs.CL, cs.AI Authors: Tian Xie, Zitian Gao, Qingnan Ren, Haoming Luo, Yuqian Hong, Bryan Dai, Joey Zhou, Kai Qiu, Zhirong Wu, Ch...
Discovering highly efficient low-weight quantum error-correcting codes with reinforcement learning

Discovering highly efficient low-weight quantum error-correcting codes with reinforcement learning

Episode 598 · · 21:29

🤗 Upvotes: 22 | quant-ph, cs.AI, cs.IT, cs.LG, math.IT Authors: Austin Yubo He, Zi-Wen Liu Title: Discovering highly ef...
LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models

LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models

Episode 597 · · 19:43

🤗 Upvotes: 20 | cs.CV, cs.AI, cs.CL Authors: Shangqing Tu, Yucheng Wang, Daniel Zhang-Li, Yushi Bai, Jifan Yu, Yuhao Wu, Lei Hou, Huiqin Liu, Zh...
Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Information

Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Information

Episode 596 · · 23:15

🤗 Upvotes: 18 | cs.CL, cs.AI Authors: Yein Park, Chanwoong Yoon, Jungwoo Park, Minbyul Jeong, Jaewoo Kang Title: Does T...
S$^2$R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning

S$^2$R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning

Episode 595 · · 23:24

🤗 Upvotes: 15 | cs.CL, cs.LG Authors: Ruotian Ma, Peisong Wang, Cheng Liu, Xingyan Liu, Jiaqi Chen, Bang Zhang, Xin Zhou, Nan Du, Jia Li ...
Qwen2.5-VL Technical Report

Qwen2.5-VL Technical Report

Episode 594 · · 21:11

🤗 Upvotes: 97 | cs.CV, cs.CL Authors: Shuai Bai, Keqin Chen, Xuejing Liu, Jialin Wang, Wenbin Ge, Sibo Song, Kai Dang, Peng Wang, Shijie Wang, J...
RAD: Training an End-to-End Driving Policy via Large-Scale 3DGS-based Reinforcement Learning

RAD: Training an End-to-End Driving Policy via Large-Scale 3DGS-based Reinforcement Learning

Episode 593 · · 20:45

🤗 Upvotes: 31 | cs.CV, cs.RO Authors: Hao Gao, Shaoyu Chen, Bo Jiang, Bencheng Liao, Yiang Shi, Xiaoyang Guo, Yuechuan Pu, Haoran Yin, Xiangyu L...
SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song Generation

SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song Generation

Episode 592 · · 24:25

🤗 Upvotes: 28 | cs.SD, cs.AI Authors: Zihan Liu, Shuangrui Ding, Zhixiong Zhang, Xiaoyi Dong, Pan Zhang, Yuhang Zang, Yuhang Cao, Dahua Lin, Jia...
MoM: Linear Sequence Modeling with Mixture-of-Memories

MoM: Linear Sequence Modeling with Mixture-of-Memories

Episode 591 · · 20:12

🤗 Upvotes: 22 | cs.CL, cs.AI, cs.LG Authors: Jusen Du, Weigao Sun, Disen Lan, Jiaxi Hu, Yu Cheng Title: MoM: Linear Seq...
Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering

Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering

Episode 590 · · 21:25

🤗 Upvotes: 22 | cs.CL Authors: William Jurayj, Jeffrey Cheng, Benjamin Van Durme Title: Is That Your Final Answer? Test...
Craw4LLM: Efficient Web Crawling for LLM Pretraining

Craw4LLM: Efficient Web Crawling for LLM Pretraining

Episode 589 · · 22:44

🤗 Upvotes: 21 | cs.CL Authors: Shi Yu, Zhiyuan Liu, Chenyan Xiong Title: Craw4LLM: Efficient Web Crawling for LLM Pretr...
LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization

LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization

Episode 588 · · 25:16

🤗 Upvotes: 19 | cs.CL, cs.LG Authors: Guanzheng Chen, Xin Li, Michael Qizhe Shieh, Lidong Bing Title: LongPO: Long Cont...
Small Models Struggle to Learn from Strong Reasoners

Small Models Struggle to Learn from Strong Reasoners

Episode 587 · · 20:02

🤗 Upvotes: 17 | cs.AI Authors: Yuetai Li, Xiang Yue, Zhangchen Xu, Fengqing Jiang, Luyao Niu, Bill Yuchen Lin, Bhaskar Ramasubramanian, Radha Po...
Autellix: An Efficient Serving Engine for LLM Agents as General Programs

Autellix: An Efficient Serving Engine for LLM Agents as General Programs

Episode 586 · · 22:30

🤗 Upvotes: 15 | cs.LG, cs.AI, cs.DC Authors: Michael Luo, Xiaoxiang Shi, Colin Cai, Tianjun Zhang, Justin Wong, Yichuan Wang, Chi Wang, Yanping ...
SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering?

SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering?

Episode 585 · · 22:04

🤗 Upvotes: 10 | cs.CL, cs.AI, cs.IR, cs.IT, math.IT Authors: Yucheng Shi, Tianze Yang, Canyu Chen, Quanzheng Li, Tianming Liu, Xiang Li, Ninghao...
Soundwave: Less is More for Speech-Text Alignment in LLMs

Soundwave: Less is More for Speech-Text Alignment in LLMs

Episode 584 · · 21:52

🤗 Upvotes: 65 | cs.CL, cs.AI, cs.SD Authors: Yuhao Zhang, Zhiheng Liu, Fan Bu, Ruiyu Zhang, Benyou Wang, Haizhou Li Title: ...
Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity

Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity

Episode 583 · · 23:08

🤗 Upvotes: 51 | cs.CL, cs.LG Authors: Yuri Kuratov, Mikhail Arkhipov, Aydar Bulatov, Mikhail Burtsev Title: Cramming 15...
Continuous Diffusion Model for Language Modeling

Continuous Diffusion Model for Language Modeling

Episode 582 · · 18:43

🤗 Upvotes: 44 | cs.LG Authors: Jaehyeong Jo, Sung Ju Hwang Title: Continuous Diffusion Model for Language Modeling ...
Phantom: Subject-consistent video generation via cross-modal alignment

Phantom: Subject-consistent video generation via cross-modal alignment

Episode 581 · · 21:18

🤗 Upvotes: 42 | cs.CV, cs.AI Authors: Lijie Liu, Tianxiang Ma, Bingchuan Li, Zhuowei Chen, Jiawei Liu, Qian He, Xinglong Wu Title: ...
Rethinking Diverse Human Preference Learning through Principal Component Analysis

Rethinking Diverse Human Preference Learning through Principal Component Analysis

Episode 580 · · 22:39

🤗 Upvotes: 33 | cs.AI, cs.CL Authors: Feng Luo, Rui Yang, Hao Sun, Chunyuan Deng, Jiarui Yao, Jingyan Shen, Huan Zhang, Hanjie Chen ...
Magma: A Foundation Model for Multimodal AI Agents

Magma: A Foundation Model for Multimodal AI Agents

Episode 579 · · 23:02

🤗 Upvotes: 30 | cs.CV, cs.AI, cs.HC, cs.LG, cs.RO Authors: Jianwei Yang, Reuben Tan, Qianhui Wu, Ruijie Zheng, Baolin Peng, Yongyuan Liang, Yu G...
Multimodal Mamba: Decoder-only Multimodal State Space Model via Quadratic to Linear Distillation

Multimodal Mamba: Decoder-only Multimodal State Space Model via Quadratic to Linear Distillation

Episode 578 · · 21:52

🤗 Upvotes: 29 | cs.CV Authors: Bencheng Liao, Hongyuan Tao, Qian Zhang, Tianheng Cheng, Yingyue Li, Haoran Yin, Wenyu Liu, Xinggang Wang ...
SoFar: Language-Grounded Orientation Bridges Spatial Reasoning and Object Manipulation

SoFar: Language-Grounded Orientation Bridges Spatial Reasoning and Object Manipulation

Episode 577 · · 21:29

🤗 Upvotes: 27 | cs.RO, cs.AI, cs.CV Authors: Zekun Qi, Wenyao Zhang, Yufei Ding, Runpei Dong, Xinqiang Yu, Jingwen Li, Lingyun Xu, Baoyu Li, Xia...
SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models

SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models

Episode 576 · · 20:32

🤗 Upvotes: 26 | cs.CL Authors: Seanie Lee, Dong Bok Lee, Dominik Wagner, Minki Kang, Haebin Seong, Tobias Bocklet, Juho Lee, Sung Ju Hwang ...