Title
Revela: Dense Retriever Learning via Language Modeling Fengyu Cai Tong Chen Xinran Zhao Sihao Chen Hongming Zhang Sherry Tongshuang Wu Iryna Gurevych Heinz Koeppl RALM VLM 18 0 0 19 Jun 2025
Bridging the Digital Divide: Small Language Models as a Pathway for Physics and Photonics Education in Underdeveloped Regions Asghar Ghorbani Hanieh Fattahi 18 0 0 14 Jun 2025
Plug-in and Fine-tuning: Bridging the Gap between Small Language Models and Large Language Models Kyeonghyun Kim Jinhee Jang Juhwan Choi Yoonji Lee Kyohoon Jin Youngbin Kim 26 0 0 09 Jun 2025
FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models Yan Gao Massimo Roberto Scamarcia Javier Fernandez-Marques Mohammad Naseri Chong Shen Ng ... Junyan Wang Zheyuan Liu Daniel J. Beutel Lingjuan Lyu Nicholas D. Lane ALM 52 1 0 03 Jun 2025
STORM-BORN: A Challenging Mathematical Derivations Dataset Curated via a Human-in-the-Loop Multi-Agent Framework Wenhao Liu Zhenyi Lu Xinyu Hu Jierui Zhang Dailin Li ... Pei Zhang Chengbo Zhang Yuxiang Ren Xiaohong Huang Yan Ma OffRL 58 1 0 02 Jun 2025
K-order Ranking Preference Optimization for Large Language Models Shihao Cai Chongming Gao Yang Zhang Wentao Shi Jizhi Zhang Keqin Bao Qifan Wang Fuli Feng ALM 43 0 0 31 May 2025
A*-Thought: Efficient Reasoning via Bidirectional Compression for Low-Resource Settings Xiaoang Xu Shuo Wang Xu Han Zhenghao Liu Huijia Wu P. Li Zhiyuan Liu Maosong Sun Zhaofeng He LRM 493 1 0 30 May 2025
DES-LOC: Desynced Low Communication Adaptive Optimizers for Training Foundation Models Alex Iacob Lorenzo Sani M. Safaryan Paris Giampouras Samuel Horváth ... Meghdad Kurmanji Preslav Aleksandrov William F. Shen Xinchi Qiu Nicholas D. Lane OffRL 86 0 0 28 May 2025
NileChat: Towards Linguistically Diverse and Culturally Aware LLMs for Local Communities Abdellah El Mekki Houdaifa Atou Omer Nacar Shady Shehata Muhammad Abdul-Mageed 69 0 0 23 May 2025
A Japanese Language Model and Three New Evaluation Benchmarks for Pharmaceutical NLP Issey Sukeda Takuro Fujii Kosei Buma Shunsuke Sasaki Shinnosuke Ono ELM 74 1 0 22 May 2025
MEgoHand: Multimodal Egocentric Hand-Object Interaction Motion Generation Bohan Zhou Yi Zhan Zhongbin Zhang Zongqing Lu 70 0 0 22 May 2025
Krikri: Advancing Open Large Language Models for Greek Dimitris Roussis Leon Voukoutis Georgios Paraskevopoulos Sokratis Sofianopoulos Prokopis Prokopidis Vassilis Papavasileiou Athanasios Katsamanis Stelios Piperidis Vassilis Katsouros ALM 91 1 0 19 May 2025
ChemPile: A 250GB Diverse and Curated Dataset for Chemical Foundation Models Adrian Mirza Nawaf Alampara Martiño Ríos-García Mohamed Abdelalim Jack Butler ... Mark Worrall Adamo Young Philippe Schwaller Michael Pieler Kevin Maik Jablonka 145 0 0 18 May 2025
Parallel Scaling Law for Language Models Mouxiang Chen Binyuan Hui Zeyu Cui Jiaxi Yang Dayiheng Liu Jianling Sun Junyang Lin Zhongxin Liu MoE LRM 91 2 0 15 May 2025
AttentionInfluence: Adopting Attention Head Influence for Weak-to-Strong Pretraining Data Selection Kai Hua Steven Wu Ge Zhang Ke Shen LRM 83 0 0 12 May 2025
FRAIN to Train: A Fast-and-Reliable Solution for Decentralized Federated Learning Sanghyeon Park Soo-Mook Moon 74 0 0 07 May 2025
OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning Xianhang Li Yixiao Liu Haoqin Tu Hongru Zhu Cihang Xie VLM 440 2 0 07 May 2025
Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark Enxin Song Wenhao Chai Weili Xu Jianwen Xie Yuxuan Liu Gaoang Wang 124 6 0 20 Apr 2025
Empirical Evaluation of Knowledge Distillation from Transformers to Subquadratic Language Models Patrick Haller Jonas Golde Alan Akbik 120 0 0 19 Apr 2025
Summarization of Multimodal Presentations with Vision-Language Models: Study of the Effect of Modalities and Structure Théo Gigant Camille Guinaudeau Frédéric Dufaux 94 0 0 14 Apr 2025
Scaling Analysis of Interleaved Speech-Text Language Models Gallil Maimon Michael Hassid Amit Roth Yossi Adi AuLLM 127 1 0 03 Apr 2025
UNDO: Understanding Distillation as Optimization Kushal Kumar Jain Piyushi Goyal Kumar Shridhar 93 0 0 03 Apr 2025
Scaling Language-Free Visual Representation Learning David Fan Shengbang Tong Jiachen Zhu Koustuv Sinha Zhuang Liu ... Michael G. Rabbat Nicolas Ballas Yann LeCun Amir Bar Saining Xie CLIP VLM Presented at ResearchTrend Connect \| VLM on 04 Jun 2025 172 6 0 01 Apr 2025
GR00T N1: An Open Foundation Model for Generalist Humanoid Robots Nvidia Johan Bjorck Fernando Castañeda Nikita Cherniadev Xingye Da ... Ao Zhang Hao Zhang Yizhou Zhao Ruijie Zheng Yuke Zhu VLM 156 68 0 18 Mar 2025
ReSi: A Comprehensive Benchmark for Representational Similarity Measures Max Klabunde Tassilo Wald Tobias Schumacher Klaus H. Maier-Hein Markus Strohmaier Adriana Iamnitchi AI4TS VLM 236 6 0 13 Mar 2025
Mellow: a small audio language model for reasoning Soham Deshmukh Satvik Dixit Rita Singh Bhiksha Raj AuLLM ReLM LRM 113 4 0 11 Mar 2025
Mixtera: A Data Plane for Foundation Model Training Maximilian Böther Xiaozhe Yao Tolga Kerimoglu Ana Klimovic Viktor Gsteiger Ana Klimovic MoE 212 0 0 27 Feb 2025
Between Circuits and Chomsky: Pre-pretraining on Formal Languages Imparts Linguistic Biases Michael Y. Hu Jackson Petty Chuan Shi William Merrill Tal Linzen AI4CE 135 2 0 26 Feb 2025
On Pruning State-Space LLMs Tamer Ghattas Michael Hassid Roy Schwartz 94 2 0 26 Feb 2025
Machine-generated text detection prevents language model collapse George Drayson Emine Yilmaz Vasileios Lampos DeLMO 237 1 0 21 Feb 2025
Slamming: Training a Speech Language Model on One GPU in a Day Gallil Maimon Avishai Elmakies Yossi Adi 95 3 0 19 Feb 2025
TituLLMs: A Family of Bangla LLMs with Comprehensive Benchmarking Shahriar Kabir Nahin R. N. Nandi Sagor Sarker Quazi Sarwar Muhtaseem Md. Kowsher Apu Chandraw Shill Md Ibrahim Mehadi Hasan Menon Tareq Al Muntasir Firoj Alam 189 0 0 16 Feb 2025
Electrocardiogram-Language Model for Few-Shot Question Answering with Meta Learning Jialu Tang Tong Xia Yuan Lu Cecilia Mascolo Aaqib Saeed AI4MH 102 3 0 18 Oct 2024
Masked Mixers for Language Generation and Retrieval Benjamin L. Badger 167 0 0 02 Sep 2024
Similarity of Neural Network Models: A Survey of Functional and Representational Measures Max Klabunde Tobias Schumacher M. Strohmaier Florian Lemmerich 183 75 0 10 May 2023