Title
CoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation Renhao Li Minghuan Tan Derek F. Wong Min Yang LLMAG 23 1 0 11 Jun 2024
MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation Lu Li Tianze Zhang Zhiqi Bu Suyuchen Wang Huan He Jie Fu Yonghui Wu Jiang Bian Yong Chen Yoshua Bengio FedML MoMe 100 3 0 11 Jun 2024
MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance X. Wang Siming Fu Qihan Huang Wanggui He Hao Jiang DiffM 48 41 0 11 Jun 2024
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Peize Sun Yi Jiang Shoufa Chen Shilong Zhang Bingyue Peng Ping Luo Zehuan Yuan VLM 66 229 0 10 Jun 2024
M3GIA: A Cognition Inspired Multilingual and Multimodal General Intelligence Ability Benchmark Wei Song Yadong Li Jianhua Xu Guowei Wu Lingfeng Ming ... Weihua Luo Houyi Li Yi Du Fangda Guo Kaicheng Yu ELM LRM 39 7 0 08 Jun 2024
Proofread: Fixes All Errors with One Tap Renjie Liu Yanxiang Zhang Yun Zhu Haicheng Sun Yuanbo Zhang Michael Xuelin Huang Shanqing Cai Lei Meng Shumin Zhai ALM 38 2 0 06 Jun 2024
Aligning Agents like Large Language Models Adam Jelley Yuhan Cao Dave Bignell Sam Devlin Tabish Rashid LM&Ro 44 1 0 06 Jun 2024
Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation Hao Li Yuping Wu Viktor Schlegel R. Batista-Navarro Tharindu Madusanka ... Jiayan Zeng Xiaochi Wang Xinran He Yizhi Li Goran Nenadic 33 6 0 05 Jun 2024
Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities Wenyue Hua Kaijie Zhu Lingyao Li Lizhou Fan Shuhang Lin Mingyu Jin Haochen Xue Zelong Li Jindong Wang Yongfeng Zhang LRM 67 9 0 04 Jun 2024
OR-Bench: An Over-Refusal Benchmark for Large Language Models Justin Cui Wei-Lin Chiang Ion Stoica Cho-Jui Hsieh ALM 38 35 0 31 May 2024
TS-Align: A Teacher-Student Collaborative Framework for Scalable Iterative Finetuning of Large Language Models Chen Zhang Chengguang Tang Dading Chong Ke Shi Guohua Tang Feng Jiang Haizhou Li 35 4 0 30 May 2024
Improve Student's Reasoning Generalizability through Cascading Decomposed CoTs Distillation Chengwei Dai Kun Li Wei Zhou Song Hu LRM 52 3 0 30 May 2024
Beyond Imitation: Learning Key Reasoning Steps from Dual Chain-of-Thoughts in Reasoning Distillation Chengwei Dai Kun Li Wei Zhou Song Hu LRM 43 5 0 30 May 2024
Is In-Context Learning Sufficient for Instruction Following in LLMs? Hao Zhao Maksym Andriushchenko Francesco Croce Nicolas Flammarion 67 11 0 30 May 2024
Don't drop your samples! Coherence-aware training benefits Conditional diffusion Nicolas Dufour Victor Besnier Vicky Kalogeiton David Picard DiffM 61 2 0 30 May 2024
Enhancing Zero-Shot Facial Expression Recognition by LLM Knowledge Transfer Zengqun Zhao Yu Cao Shaogang Gong Ioannis Patras 50 6 0 29 May 2024
Reason3D: Searching and Reasoning 3D Segmentation via Large Language Model Kuan-Chih Huang Xiangtai Li Lu Qi Shuicheng Yan Ming-Hsuan Yang LRM 76 10 0 27 May 2024
A Preliminary Empirical Study on Prompt-based Unsupervised Keyphrase Extraction Mingyang Song Yi Feng Liping Jing 59 2 0 26 May 2024
Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories Tianlong Wang Xianfeng Jiao Yifan He Zhongzhi Chen Yinghao Zhu Xu Chu Junyi Gao Yasha Wang Liantao Ma LLMSV 71 7 0 26 May 2024
Prompt-Aware Adapter: Towards Learning Adaptive Visual Tokens for Multimodal Large Language Models Yue Zhang Hehe Fan Yi Yang 53 3 0 24 May 2024
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models Byung-Kwan Lee Chae Won Kim Beomchan Park Yonghyun Ro MLLM LRM 41 18 0 24 May 2024
CHARP: Conversation History AwaReness Probing for Knowledge-grounded Dialogue Systems Abbas Ghaddar David Alfonso-Hermelo Philippe Langlais Mehdi Rezagholizadeh Boxing Chen Prasanna Parthasarathi 39 0 0 24 May 2024
Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement Xiyao Wang Jiuhai Chen Zhaoyang Wang Yuhang Zhou Yiyang Zhou ... Dinesh Manocha Tom Goldstein Parminder Bhatia Furong Huang Cao Xiao 70 33 0 24 May 2024
Sparse Matrix in Large Language Model Fine-tuning Haoze He Juncheng Billy Li Xuan Jiang Heather Miller MoE 27 3 0 24 May 2024
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis Yue Yang Mona Gandhi Yufei Wang Yifan Wu Michael S. Yao Christopher Callison-Burch James C. Gee Mark Yatskar 58 3 0 23 May 2024
Reinforcing Language Agents via Policy Optimization with Action Decomposition Muning Wen Bo Liu Weinan Zhang Jun Wang Ying Wen 46 8 0 23 May 2024
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 82 43 0 23 May 2024
SPO: Multi-Dimensional Preference Sequential Alignment With Implicit Reward Modeling Xingzhou Lou Junge Zhang Jian Xie Lifeng Liu Dong Yan Kaiqi Huang 45 11 0 21 May 2024
Fennec: Fine-grained Language Model Evaluation and Correction Extended through Branching and Bridging Xiaobo Liang Haoke Zhang Helan hu Juntao Li Jun Xu Min Zhang ALM 49 2 0 20 May 2024
Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process Ermo Hua Biqing Qi Kaiyan Zhang Yue Yu Ning Ding Xingtai Lv Kai Tian Bowen Zhou 43 3 0 20 May 2024
(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts Minghao Wu Jiahao Xu Yulin Yuan Gholamreza Haffari Longyue Wang Weihua Luo Kaifu Zhang LLMAG 119 22 0 20 May 2024
Uni-MoE: Scaling Unified Multimodal LLMs with Mixture of Experts Yunxin Li Shenyuan Jiang Baotian Hu Longyue Wang Wanqi Zhong Wenhan Luo Lin Ma Min-Ling Zhang MoE 46 30 0 18 May 2024
A Systematic Evaluation of Large Language Models for Natural Language Generation Tasks Xuanfan Ni Piji Li ELM LRM 34 8 0 16 May 2024
DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented Dialogues Xiang Luo Zhiwen Tang Jin Wang Xuejie Zhang 31 5 0 16 May 2024
Beyond Flesch-Kincaid: Prompt-based Metrics Improve Difficulty Classification of Educational Texts Donya Rooein Paul Rottger Anastassia Shaitarova Dirk Hovy 39 2 0 15 May 2024
Xmodel-VLM: A Simple Baseline for Multimodal Vision Language Model Wanting Xu Yang Liu Langping He Xucheng Huang Ling Jiang VLM MLLM 43 2 0 15 May 2024
SpeechVerse: A Large-scale Generalizable Audio Language Model Nilaksh Das Saket Dingliwal S. Ronanki Rohit Paturi David Huang ... Monica Sunkara S. Srinivasan Kyu J. Han Katrin Kirchhoff Katrin Kirchhoff 41 37 0 14 May 2024
SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts R. Prabhakar R. Sivaramakrishnan Darshan Gandhi Yun Du Mingran Wang ... Urmish Thakker Dawei Huang Sumti Jairath Kevin J. Brown K. Olukotun MoE 39 12 0 13 May 2024
DEPTH: Discourse Education through Pre-Training Hierarchically Zachary Bamberger Ofek Glick Chaim Baskin Yonatan Belinkov 67 0 0 13 May 2024
Efficient LLM Comparative Assessment: a Product of Experts Framework for Pairwise Comparisons Adian Liusie Vatsal Raina Yassir Fathullah Mark J. F. Gales 43 9 0 09 May 2024
Redefining Information Retrieval of Structured Database via Large Language Models Mingzhu Wang Yuzhe Zhang Qihang Zhao Juanyi Yang Hong Zhang RALM KELM 35 0 0 09 May 2024
ADELIE: Aligning Large Language Models on Information Extraction Y. Qi Hao Peng Xiaozhi Wang Bin Xu Lei Hou Juanzi Li 41 7 0 08 May 2024
Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore Junchao Wu Runzhe Zhan Derek F. Wong Shu Yang Xuebo Liu Lidia S. Chao Min Zhang DeLMO 46 4 0 07 May 2024
NegativePrompt: Leveraging Psychology for Large Language Models Enhancement via Negative Emotional Stimuli Xu Wang Cheng-rong Li Yi-Ju Chang Jindong Wang Yuan Wu 42 7 0 05 May 2024
Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling Subhendu Khatuya Rajdeep Mukherjee Akash Ghosh Manjunath Hegde Koustuv Dasgupta Niloy Ganguly Saptarshi Ghosh Pawan Goyal 26 1 0 03 May 2024
Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal Interventions Jordan Meadows Tamsin James André Freitas ReLM LRM AI4CE 41 1 0 29 Apr 2024
VANER: Leveraging Large Language Model for Versatile and Adaptive Biomedical Named Entity Recognition Junyi Bian W. Zhai Xiaodi Huang Jiaxuan Zheng Shanfeng Zhu 43 2 0 27 Apr 2024
Leveraging Large Language Models for Multimodal Search Oriol Barbany Michael Huang Xinliang Zhu Arnab Dhua 31 9 0 24 Apr 2024
Multi-Head Mixture-of-Experts Xun Wu Shaohan Huang Wenhui Wang Furu Wei MoE 39 12 0 23 Apr 2024
DesignProbe: A Graphic Design Benchmark for Multimodal Large Language Models Jieru Lin Danqing Huang Tiejun Zhao Dechen Zhan Chin-Yew Lin VLM MLLM 35 3 0 23 Apr 2024