Title
Rationale-Aware Answer Verification by Pairwise Self-Evaluation Akira Kawabata Saku Sugawara LRM 41 3 0 07 Oct 2024
DAPE V2: Process Attention Score as Feature Map for Length Extrapolation Chuanyang Zheng Yihang Gao Han Shi Jing Xiong Jiankai Sun ... Xiaozhe Ren Michael Ng Xin Jiang Zhenguo Li Yu Li 38 3 0 07 Oct 2024
MM-R $^3$ : On (In-)Consistency of Multi-modal Large Language Models (MLLMs) Shih-Han Chou Shivam Chandhok James J. Little Leonid Sigal 42 0 0 07 Oct 2024
Mirror-Consistency: Harnessing Inconsistency in Majority Voting Siyuan Huang Zhiyuan Ma Jintao Du Changhua Meng Weiqiang Wang Zhouhan Lin LRM 34 4 0 07 Oct 2024
Rule-based Data Selection for Large Language Models Xiaomin Li Mingye Gao Zhiwei Zhang Chang Yue Hong Hu 42 5 0 07 Oct 2024
Post-hoc Study of Climate Microtargeting on Social Media Ads with LLMs: Thematic Insights and Fairness Evaluation Tunazzina Islam Dan Goldwasser 43 1 0 07 Oct 2024
From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency Kaiyue Wen Huaqing Zhang Hongzhou Lin Jingzhao Zhang MoE LRM 66 2 0 07 Oct 2024
DEPT: Decoupled Embeddings for Pre-training Language Models Alex Iacob Lorenzo Sani Meghdad Kurmanji William F. Shen Xinchi Qiu Dongqi Cai Yan Gao Nicholas D. Lane VLM 238 0 0 07 Oct 2024
MC-CoT: A Modular Collaborative CoT Framework for Zero-shot Medical-VQA with LLM and MLLM Integration Lai Wei Wenkai Wang Xiaoyu Shen Yu Xie Zhihao Fan Xiaojin Zhang Zhongyu Wei Wei Chen 39 4 0 06 Oct 2024
RevMUX: Data Multiplexing with Reversible Adapters for Efficient LLM Batch Inference Yige Xu Xu Guo Zhiwei Zeng Chunyan Miao 44 0 0 06 Oct 2024
Realizing Video Summarization from the Path of Language-based Semantic Understanding Kuan-Chen Mu Zhi-Yi Chin Wei-Chen Chiu 28 0 0 06 Oct 2024
Grokking at the Edge of Linear Separability Alon Beck Noam Levi Yohai Bar-Sinai 36 1 0 06 Oct 2024
Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective Jinhao Li Jiaming Xu Shan Huang Yonghua Chen Wen Li ... Jiayi Pan Li Ding Hao Zhou Yu Wang Guohao Dai 62 17 0 06 Oct 2024
HALL-E: Hierarchical Neural Codec Language Model for Minute-Long Zero-Shot Text-to-Speech Synthesis Yuto Nishimura Takumi Hirose Masanari Ohi Hideki Nakayama Nakamasa Inoue VLM 42 1 0 06 Oct 2024
OD-Stega: LLM-Based Near-Imperceptible Steganography via Optimized Distributions Yu-Shin Huang Peter Just Krishna Narayanan Chao Tian 52 1 0 06 Oct 2024
Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets Tianjian Li Haoran Xu Weiting Tan Kenton Murray Daniel Khashabi 35 1 0 06 Oct 2024
Adaptive Question Answering: Enhancing Language Model Proficiency for Addressing Knowledge Conflicts with Source Citations Sagi Shaier Ari Kobren Philip Ogren HILM 39 6 0 05 Oct 2024
LongGenBench: Long-context Generation Benchmark Xiang Liu Peijie Dong Bo Li Xiaowen Chu RALM 55 8 0 05 Oct 2024
Table Question Answering for Low-resourced Indic Languages Vaishali Pal Evangelos Kanoulas Andrew Yates Maarten de Rijke LMTD 33 0 0 04 Oct 2024
MO-DDN: A Coarse-to-Fine Attribute-based Exploration Agent for Multi-object Demand-driven Navigation Hongcheng Wang Peiqi Liu Wenzhe Cai Mingdong Wu Zhengyu Qian Hao Dong 31 0 0 04 Oct 2024
Can Mamba Always Enjoy the "Free Lunch"? Ruifeng Ren Zhicong Li Yong Liu 44 1 0 04 Oct 2024
How Much Can We Forget about Data Contamination? Sebastian Bordt Suraj Srinivas Valentyn Boreiko U. V. Luxburg 54 1 0 04 Oct 2024
Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target Languages Seonjeong Hwang Yunsu Kim Gary Geunbae Lee 45 0 0 04 Oct 2024
Margin Matching Preference Optimization: Enhanced Model Alignment with Granular Feedback Kyuyoung Kim Ah Jeong Seo Hao Liu Jinwoo Shin Kimin Lee 30 2 0 04 Oct 2024
LoRC: Low-Rank Compression for LLMs KV Cache with a Progressive Compression Strategy Rongzhi Zhang Kuang Wang Liyuan Liu Shuohang Wang Hao Cheng Chao Zhang Yelong Shen MQ 28 5 0 04 Oct 2024
Frame-Voyager: Learning to Query Frames for Video Large Language Models Sicheng Yu Chengkai Jin Huanyu Wang Zhenghao Chen Sheng Jin ... Zhenbang Sun Bingni Zhang Jiawei Wu Hao Zhang Qianru Sun 77 5 0 04 Oct 2024
Scaling Large Motion Models with Million-Level Human Motions Ye Wang Sipeng Zheng Bin Cao Qianshan Wei Qin Jin Qin Jin Zongqing Lu VGen 47 0 0 04 Oct 2024
NL-Eye: Abductive NLI for Images Mor Ventura Michael Toker Nitay Calderon Zorik Gekhman Yonatan Bitton Roi Reichart 38 1 0 03 Oct 2024
Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration Weikang Yuan Junjie Cao Zhuoren Jiang Yangyang Kang Jun Lin Kaisong Song Tianqianjin Lin Pengwei Yan Changlong Sun Wei Lu AILaw ELM LRM 34 2 0 03 Oct 2024
SynCo: Synthetic Hard Negatives in Contrastive Learning for Better Unsupervised Visual Representations Nikolaos Giakoumoglou Tania Stathaki SSL 51 0 0 03 Oct 2024
Visual Prompting in LLMs for Enhancing Emotion Recognition Qixuan Zhang Zhifeng Wang Dylan Zhang Wenjia Niu Sabrina Caldwell Tom Gedeon Yang Liu Zhenyue Qin 37 0 0 03 Oct 2024
Agent-Oriented Planning in Multi-Agent Systems Ao Li Yuexiang Xie Songze Li Fugee Tsung Bolin Ding Yaliang Li AIFin 188 6 0 03 Oct 2024
A Two-Stage Proactive Dialogue Generator for Efficient Clinical Information Collection Using Large Language Model Xueshen Li Xinlong Hou Nirupama Ravi Ziyi Huang Yu Gan LM&MA 34 0 0 02 Oct 2024
Auto-Demo Prompting: Leveraging Generated Outputs as Demonstrations for Enhanced Batch Prompting Longyu Feng Mengze Hong Chen Jason Zhang 47 2 0 02 Oct 2024
CreDes: Causal Reasoning Enhancement and Dual-End Searching for Solving Long-Range Reasoning Problems using LLMs Kangsheng Wang Xiao Zhang Hao Liu Songde Han Huimin Ma Tianyu Hu LRM 59 5 0 02 Oct 2024
Mind Scramble: Unveiling Large Language Model Psychology Via Typoglycemia Miao Yu Junyuan Mao Guibin Zhang Jingheng Ye Sihang Li Aoxiao Zhong Yang Liu Yuxuan Liang Kun Wang Qingsong Wen 44 2 0 02 Oct 2024
Stars, Stripes, and Silicon: Unravelling the ChatGPT's All-American, Monochrome, Cis-centric Bias Federico Torrielli 34 0 0 02 Oct 2024
Selective Aggregation for Low-Rank Adaptation in Federated Learning Pengxin Guo Shuang Zeng Y. Wang Huijie Fan Feifei Wang Liangqiong Qu FedML 50 11 0 02 Oct 2024
ENTP: Encoder-only Next Token Prediction Ethan Ewer Daewon Chae Thomas Zeng Jinkyu Kim Kangwook Lee 38 3 0 02 Oct 2024
Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding Yanming Liu Xinyue Peng Jiannan Cao Shi Bo Yanxin Shen Tianyu Du Sheng Cheng Xun Wang Jianwei Yin Xuhong Zhang 71 9 0 02 Oct 2024
Truth or Deceit? A Bayesian Decoding Game Enhances Consistency and Reliability Weitong Zhang Chengqi Zang Bernhard Kainz 41 0 0 01 Oct 2024
Causal Representation Learning with Generative Artificial Intelligence: Application to Texts as Treatments Kosuke Imai Kentaro Nakamura CML 30 4 0 01 Oct 2024
Duo-LLM: A Framework for Studying Adaptive Computation in Large Language Models Keivan Alizadeh Iman Mirzadeh Hooman Shahrokhi Dmitry Belenko Frank Sun Minsik Cho Mohammad Hossein Sekhavat Moin Nabi Mehrdad Farajtabar MoE 33 1 0 01 Oct 2024
$M$^{2}$M: Learning controllable Multi of experts and multi-scale operators are the Partial Differential Equations need$ M $^{2}$ M: Learning controllable Multi of experts and multi-scale operators are the Partial Differential Equations need Aoming Liang Zhaoyang Mu Pengxiao Lin Cong Wang Mingming Ge Ling Shao Dixia Fan Hao Tang AI4CE 36 0 0 01 Oct 2024
AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation Ziyang Luo Xin Li Hongzhan Lin Jing Ma Lidong Bing VLM 32 0 0 01 Oct 2024
Dynamic Planning for LLM-based Graphical User Interface Automation Shaoqing Zhang Zhuosheng Zhang Kehai Chen Xinbei Ma Muyun Yang Tiejun Zhao Min Zhang LLMAG 37 8 0 01 Oct 2024
Self-controller: Controlling LLMs with Multi-round Step-by-step Self-awareness Xiao Peng Xufan Geng LLMAG 29 0 0 01 Oct 2024
Recent Advances in Speech Language Models: A Survey Wenqian Cui Dianzhi Yu Xiaoqi Jiao Ziqiao Meng Guangyan Zhang Qichao Wang Yiwen Guo Irwin King AuLLM 61 17 0 01 Oct 2024
DoPAMine: Domain-specific Pre-training Adaptation from seed-guided data Mining Vinayak Arannil Neha Narwal Sourav Sanjukta Bhabesh Sai Nikhil Thirandas Darren Yow-Bang Wang Graham Horwood Alex Anto Chirayath Gouri Pandeshwar 43 0 0 30 Sep 2024
Adapting LLMs for the Medical Domain in Portuguese: A Study on Fine-Tuning and Model Evaluation P. H. Paiola Gabriel Lino Garcia João Renato Ribeiro Manesco Mateus Roder Douglas Rodrigues João Paulo Papa LM&MA 24 0 0 30 Sep 2024