Title
Reliable, Adaptable, and Attributable Language Models with Retrieval Akari Asai Zexuan Zhong Danqi Chen Pang Wei Koh Luke Zettlemoyer Hanna Hajishirzi Wen-tau Yih KELM RALM 49 55 0 05 Mar 2024
"In Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning Chuanqi Cheng Quan Tu Wei Wu Shuo Shang Cunli Mao Zhengtao Yu Rui Yan 49 2 0 05 Mar 2024
Localized Zeroth-Order Prompt Optimization Wenyang Hu Yao Shu Zongmin Yu Zhaoxuan Wu Xiangqiang Lin Zhongxiang Dai See-Kiong Ng Bryan Kian Hsiang Low 35 6 0 05 Mar 2024
Demonstrating Mutual Reinforcement Effect through Information Flow Chengguang Gan Xuzheng He Qinghao Zhang Tatsunori Mori 24 0 0 05 Mar 2024
Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning Zhitao He Pengfei Cao Zhuoran Jin Yubo Chen Kang Liu Qing Cui Mengshu Sun Jun Zhao 34 2 0 05 Mar 2024
Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models Rui Wang Fei Mi Yi Chen Boyang Xue Hongru Wang Qi Zhu Kam-Fai Wong Rui-Lan Xu CLL 43 6 0 05 Mar 2024
InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model Agents Qiusi Zhan Zhixiang Liang Zifan Ying Daniel Kang LLMAG 57 76 0 05 Mar 2024
Finetuned Multimodal Language Models Are High-Quality Image-Text Data Filters Weizhi Wang Khalil Mrini Linjie Yang Sateesh Kumar Yu Tian Xifeng Yan Heng Wang 46 16 0 05 Mar 2024
Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use Imad Eddine Toubal Aditya Avinash N. Alldrin Jan Dlabal Wenlei Zhou ... Chun-Ta Lu Howard Zhou Ranjay Krishna Ariel Fuxman Tom Duerig VLM 85 7 0 05 Mar 2024
Exploring the Limitations of Large Language Models in Compositional Relation Reasoning Jinman Zhao Xueyan Zhang BDL LRM 38 4 0 05 Mar 2024
ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary Yutong Li Lu Chen Aiwei Liu Kai Yu Lijie Wen 34 19 0 05 Mar 2024
Alpaca against Vicuna: Using LLMs to Uncover Memorization of LLMs Aly M. Kassem Omar Mahmoud Niloofar Mireshghallah Hyunwoo J. Kim Yulia Tsvetkov Yejin Choi Sherif Saad Santu Rana 50 19 0 05 Mar 2024
Enhancing Vision-Language Pre-training with Rich Supervisions Yuan Gao Kunyu Shi Pengkai Zhu Edouard Belval Oren Nuriel Srikar Appalaraju Shabnam Ghadar Vijay Mahadevan Zhuowen Tu Stefano Soatto VLM CLIP 69 12 0 05 Mar 2024
DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation Xueqing Wu Rui Zheng Jingzhen Sha Te-Lin Wu Hanyu Zhou Mohan Tang Kai-Wei Chang Nanyun Peng Haoran Huang 55 2 0 04 Mar 2024
Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents Yifan Song Da Yin Xiang Yue Jie Huang Sujian Li Bill Yuchen Lin 45 68 0 04 Mar 2024
Vision-Language Models for Medical Report Generation and Visual Question Answering: A Review Iryna Hartsock Ghulam Rasool 54 64 0 04 Mar 2024
RegionGPT: Towards Region Understanding Vision Language Model Qiushan Guo Shalini De Mello Hongxu Yin Wonmin Byeon Ka Chun Cheung Yizhou Yu Ping Luo Sifei Liu VLM 49 35 0 04 Mar 2024
RIFF: Learning to Rephrase Inputs for Few-shot Fine-tuning of Language Models Saeed Najafi Alona Fyshe 37 1 0 04 Mar 2024
Vanilla Transformers are Transfer Capability Teachers Xin Lu Yanyan Zhao Bing Qin MoE 43 0 0 04 Mar 2024
Online Training of Large Language Models: Learn while chatting Juhao Liang Ziwei Wang Zhuoheng Ma Jianquan Li Zhiyi Zhang Xiangbo Wu Benyou Wang KELM 44 3 0 04 Mar 2024
CatCode: A Comprehensive Evaluation Framework for LLMs On the Mixture of Code and Text Zhenru Lin Yiqun Yao Yang Yuan ELM 31 0 0 04 Mar 2024
WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations Haolin Deng Chang Wang Xin Li Dezhang Yuan Junlang Zhan Tianhua Zhou Jin Ma Jun Gao Ruifeng Xu HILM 66 2 0 04 Mar 2024
Towards Self-Contained Answers: Entity-Based Answer Rewriting in Conversational Search Ivan Sekulić K. Balog Fabio Crestani KELM 44 4 0 04 Mar 2024
Theoretical Insights for Diffusion Guidance: A Case Study for Gaussian Mixture Models Yuchen Wu Minshuo Chen Zihao Li Mengdi Wang Yuting Wei 61 23 0 03 Mar 2024
Leveraging Biomolecule and Natural Language through Multi-Modal Learning: A Survey Qizhi Pei Lijun Wu Kaiyuan Gao Jinhua Zhu Yue Wang Zun Wang Tao Qin Rui Yan AI4CE 62 19 0 03 Mar 2024
Ever-Evolving Memory by Blending and Refining the Past Seo Hyun Kim Keummin Ka Yohan Jo Seung-won Hwang Dongha Lee Jinyoung Yeo KELM 39 1 0 03 Mar 2024
Barrier Functions Inspired Reward Shaping for Reinforcement Learning Nilaksh Nilaksh Abhishek Ranjan Shreenabh Agrawal Aayush Jain Pushpak Jagtap Shishir Kolathaya OffRL 49 4 0 03 Mar 2024
What Is Missing in Multilingual Visual Reasoning and How to Fix It Yueqi Song Simran Khanuja Graham Neubig VLM LRM 100 6 0 03 Mar 2024
AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks Yifan Zeng Yiran Wu Xiao Zhang Huazheng Wang Qingyun Wu LLMAG AAML 42 64 0 02 Mar 2024
DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling Shanghaoran Quan MoE OffRL 52 9 0 02 Mar 2024
Balancing Exploration and Exploitation in LLM using Soft RLLF for Enhanced Negation Understanding Ha-Thanh Nguyen Ken Satoh 55 3 0 02 Mar 2024
Learn Suspected Anomalies from Event Prompts for Video Anomaly Detection Chenchen Tao Chong Wang Yuexian Zou Xiaohao Peng Xiaogang Xu Jiangbo Qian 42 2 0 02 Mar 2024
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference Jialong Wu Linhai Zhang Deyu Zhou Guoqiang Xu CML 32 3 0 02 Mar 2024
STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models Linhai Zhang Jialong Wu Deyu Zhou Guoqiang Xu 30 4 0 02 Mar 2024
HeteGen: Heterogeneous Parallel Inference for Large Language Models on Resource-Constrained Devices Xuanlei Zhao Bin Jia Hao Zhou Ziming Liu Shenggan Cheng Yang You 34 4 0 02 Mar 2024
MuseGraph: Graph-oriented Instruction Tuning of Large Language Models for Generic Graph Mining Yanchao Tan Hang Lv Xin Huang Jiawei Zhang Shiping Wang Carl Yang 50 11 0 02 Mar 2024
LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation Zeyuan Ma Hongshu Guo Jiacheng Chen Guojun Peng Zhiguang Cao Yining Ma Yue-jiao Gong SyDa ALM 37 17 0 02 Mar 2024
Distilling Text Style Transfer With Self-Explanation From LLMs Chiyu Zhang Honglong Cai Yuezhang Li Li Yuexin Wu Le Hou Muhammad Abdul-Mageed 52 10 0 02 Mar 2024
LAB: Large-Scale Alignment for ChatBots Shivchander Sudalairaj Abhishek Bhandwaldar Aldo Pareja Kai Xu David D. Cox Akash Srivastava OSLM 41 29 0 02 Mar 2024
Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks Fakhraddin Alwajih El Moatez Billah Nagoudi Gagan Bhatia Abdelrahman Mohamed Muhammad Abdul-Mageed VLM LRM 35 11 0 01 Mar 2024
Attribute Structuring Improves LLM-Based Evaluation of Clinical Text Summaries Zelalem Gero Chandan Singh Yiqing Xie Sheng Zhang Tristan Naumann Jianfeng Gao Hoifung Poon ELM ALM 41 4 0 01 Mar 2024
Predictions from language models for multiple-choice tasks are not robust under variation of scoring methods Polina Tsvilodub Hening Wang Sharon Grosch Michael Franke 43 8 0 01 Mar 2024
Formulation Comparison for Timeline Construction using LLMs Kimihiro Hasegawa Nikhil Kandukuri Susan Holm Yukari Yamakawa Teruko Mitamura 51 0 0 01 Mar 2024
LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA Systems Xiao Yu Yunan Lu Zhou Yu RALM 42 6 0 01 Mar 2024
Mitigating Reversal Curse in Large Language Models via Semantic-aware Permutation Training Qingyan Guo Rui Wang Junliang Guo Xu Tan Jiang Bian Yujiu Yang LRM 24 5 0 01 Mar 2024
LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues Joe Stacey Jianpeng Cheng John Torr Tristan Guigue Joris Driesen Alexandru Coca Mark Gaynor Anders Johannsen 45 3 0 01 Mar 2024
Authors' Values and Attitudes Towards AI-bridged Scalable Personalization of Creative Language Arts Taewook Kim Hyomin Han Eytan Adar Matthew Kay John Joon Young Chung AI4CE 49 16 0 01 Mar 2024
Rethinking Tokenization: Crafting Better Tokenizers for Large Language Models Jinbiao Yang LLMAG 105 11 0 01 Mar 2024
Provably Robust DPO: Aligning Language Models with Noisy Feedback Sayak Ray Chowdhury Anush Kini Nagarajan Natarajan 45 58 0 01 Mar 2024
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes Xiaomeng Hu Pin-Yu Chen Tsung-Yi Ho AAML 34 26 0 01 Mar 2024