Title
InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output Pan Zhang Xiaoyi Dong Yuhang Zang Yuhang Cao Rui Qian ... Kai Chen Jifeng Dai Yu Qiao Dahua Lin Jiaqi Wang 146 117 0 03 Jul 2024
A Review of the Applications of Deep Learning-Based Emergent Communication Brendon Boldt David R. Mortensen VLM 106 8 0 03 Jul 2024
Investigating Decoder-only Large Language Models for Speech-to-text Translation Chao-Wei Huang Hui Lu Hongyu Gong Hirofumi Inaguma Ilia Kulikov Ruslan Mavlyutov Sravya Popuri AuLLM LRM 100 8 0 03 Jul 2024
Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes Asaf B. Cassel Aviv A. Rosenberg 90 1 0 03 Jul 2024
Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment Janghwan Lee Seongmin Park S. Hong Minsoo Kim Du-Seong Chang Jungwook Choi 44 6 0 03 Jul 2024
JailbreakHunter: A Visual Analytics Approach for Jailbreak Prompts Discovery from Large-Scale Human-LLM Conversational Datasets Zhihua Jin Shiyi Liu Haotian Li Xun Zhao Huamin Qu 85 4 0 03 Jul 2024
Raw Text is All you Need: Knowledge-intensive Multi-turn Instruction Tuning for Large Language Model Xia Hou Qifeng Li Jian Yang Tongliang Li Linzheng Chai ... Hangyuan Ji Zhoujun Li Jixuan Nie Jingbo Dun Wenfeng Song 85 3 0 03 Jul 2024
LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models Hayder Elesedy Pedro M. Esperança Silviu Vlad Oprea Mete Ozay KELM 94 4 0 03 Jul 2024
Mast Kalandar at SemEval-2024 Task 8: On the Trail of Textual Origins: RoBERTa-BiLSTM Approach to Detect AI-Generated Text J. Bafna Hardik Mittal Suyash Sethia Manish Shrivastava Radhika Mamidi DeLMO 62 1 0 03 Jul 2024
52B to 1T: Lessons Learned via Tele-FLM Series Xiang Li Yiqun Yao Xin Jiang Xuezhi Fang Chao Wang ... Yequan Wang Zhongjiang He Zhongyuan Wang Xuelong Li Tiejun Huang ALM LRM 94 3 0 03 Jul 2024
MentalAgora: A Gateway to Advanced Personalized Care in Mental Health through Multi-Agent Debating and Attribute Control Yeonji Lee Sangjun Park Kyunghyun Cho Jinyeong Bak 104 2 0 03 Jul 2024
e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models Jinghui Liu Aaron Nicolson Jason Dowling Bevan Koopman Anthony N. Nguyen 85 5 0 03 Jul 2024
Single Image Rolling Shutter Removal with Diffusion Models Zhanglei Yang Haipeng Li Mingbo Hong Chen-Lin Zhang Shuaicheng Liu Shuaicheng Liu DiffM 83 4 0 03 Jul 2024
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs Yue Yu Ming-Yu Liu Zihan Liu Wei Ping Jiaxuan You Chao Zhang Mohammad Shoeybi Bryan Catanzaro ALM RALM 130 74 0 02 Jul 2024
Understanding Alignment in Multimodal LLMs: A Comprehensive Study Elmira Amirloo J. Fauconnier Christoph Roesmann Christian Kerl Rinu Boney ... Zirui Wang Afshin Dehghan Yinfei Yang Zhe Gan Peter Grasch 84 7 0 02 Jul 2024
Reliable Confidence Intervals for Information Retrieval Evaluation Using Generative A.I Harrie Oosterhuis R. Jagerman Zhen Qin Xuanhui Wang Michael Bendersky 85 5 0 02 Jul 2024
RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs John Dang Arash Ahmadian Kelly Marchisio Julia Kreutzer Ahmet Üstün Sara Hooker 103 28 0 02 Jul 2024
Assessing the Code Clone Detection Capability of Large Language Models Zixian Zhang Takfarinas Saber ELM 39 7 0 02 Jul 2024
RVISA: Reasoning and Verification for Implicit Sentiment Analysis Wenna Lai H. Xie Guandong Xu Qing Li LRM 88 3 0 02 Jul 2024
CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models Ying Nie Binwei Yan Tianyu Guo Hao Liu Haoyu Wang ... Weihao Wang Qiang Li Weijian Sun Yunhe Wang Dacheng Tao ELM 143 3 0 02 Jul 2024
Aligning Human Motion Generation with Human Perceptions Haoru Wang Wentao Zhu Luyi Miao Yishu Xu Feng Gao Qi Tian Yizhou Wang EGVM 137 4 0 02 Jul 2024
Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models Xavier Suau Pieter Delobelle Katherine Metcalf Armand Joulin N. Apostoloff Luca Zappella P. Rodríguez MU AAML 107 14 0 02 Jul 2024
Generative Monoculture in Large Language Models Fan Wu Emily Black Varun Chandrasekaran SyDa 69 5 0 02 Jul 2024
GemmAr: Enhancing LLMs Through Arabic Instruction-Tuning Hasna Chouikhi Manel Aloui Cyrine Ben Hammou Ghaith Chaabane Haithem Kchaou Chehir Dhaouadi 78 0 0 02 Jul 2024
Cost-Effective Proxy Reward Model Construction with On-Policy and Active Learning Yifang Chen Shuohang Wang Ziyi Yang Hiteshi Sharma Nikos Karampatziakis Donghan Yu Kevin Jamieson Simon Shaolei Du Yelong Shen OffRL 102 5 0 02 Jul 2024
To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models Bozhong Tian Xiaozhuan Liang Siyuan Cheng Qingbin Liu Mengru Wang Dianbo Sui Xi Chen Huajun Chen Xin Xu MU 89 14 0 02 Jul 2024
LogEval: A Comprehensive Benchmark Suite for Large Language Models In Log Analysis Tianyu Cui Shiyu Ma Ziang Chen Tong Xiao Shimin Tao ... Changchang Liu Yuzhe Cai Weibin Meng Yongqian Sun Dan Pei ELM 83 8 0 02 Jul 2024
Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application Chuanpeng Yang Wang Lu Yao Zhu Yidong Wang Qian Chen Chenlong Gao Bingjie Yan Yiqiang Chen ALM KELM 103 32 0 02 Jul 2024
Beyond Numeric Rewards: In-Context Dueling Bandits with LLM Agents Fanzeng Xia Hao Liu Yisong Yue Tongxin Li 186 1 0 02 Jul 2024
Meerkat: Audio-Visual Large Language Model for Grounding in Space and Time Sanjoy Chowdhury Sayan Nag Subhrajyoti Dasgupta Jun Chen Mohamed Elhoseiny Ruohan Gao Dinesh Manocha VLM MLLM 98 15 0 01 Jul 2024
A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet Classifiers Valentin Barriere Sebastian Cifuentes 59 0 0 01 Jul 2024
LLM See, LLM Do: Guiding Data Generation to Target Non-Differentiable Objectives Luísa Shimabucoro Sebastian Ruder Julia Kreutzer Marzieh Fadaee Sara Hooker SyDa 74 5 0 01 Jul 2024
DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging Tzu-Han Lin Chen-An Li Hung-yi Lee Yun-Nung Chen VLM ALM 69 5 0 01 Jul 2024
Protecting Privacy in Classifiers by Token Manipulation Reém Harel Yair Elboher Yuval Pinter 59 1 0 01 Jul 2024
Collaborative Performance Prediction for Large Language Models Qiyuan Zhang Fuyuan Lyu Xue Liu Chen Ma 56 5 0 01 Jul 2024
Searching for Best Practices in Retrieval-Augmented Generation Xiaohua Wang Zhenghua Wang Xuan Gao Feiran Zhang Yixin Wu ... Qi Qian Ruicheng Yin Changze Lv Xiaoqing Zheng Xuanjing Huang 113 62 0 01 Jul 2024
EconNLI: Evaluating Large Language Models on Economics Reasoning Yue Guo Yi Yang 58 5 0 01 Jul 2024
$$\text{Memory}^3$: Language Modeling with Explicit Memory$ $\text{Memory}^3$ : Language Modeling with Explicit Memory Hongkang Yang Zehao Lin Wenjin Wang Hao Wu Zhiyu Li ... Yu Yu Kai Chen Feiyu Xiong Linpeng Tang Weinan E 95 14 0 01 Jul 2024
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation David Rau Hervé Déjean Nadezhda Chirkova Thibault Formal Shuai Wang Vassilina Nikoulina Stéphane Clinchant 88 14 0 01 Jul 2024
FRoG: Evaluating Fuzzy Reasoning of Generalized Quantifiers in Large Language Models Yiyuan Li Shichao Sun Pengfei Liu LRM 144 0 0 01 Jul 2024
Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization Siyi Gu Minkai Xu Alexander Powers Weili Nie Tomas Geffner Karsten Kreis J. Leskovec Arash Vahdat Stefano Ermon 101 11 0 01 Jul 2024
Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents Shihan Deng Weikai Xu Hongda Sun Wei Liu Tao Tan ... Ang Li Jian Luan Bin Wang Rui Yan Shuo Shang LLMAG 104 21 0 01 Jul 2024
Exploring Advanced Large Language Models with LLMsuite Giorgio Roffo LLMAG 36 0 0 01 Jul 2024
VisEval: A Benchmark for Data Visualization in the Era of Large Language Models Nan Chen Yuge Zhang Jiahang Xu Kan Ren Yuqing Yang 82 13 0 01 Jul 2024
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning Nan Xu Fei Wang Sheng Zhang Hoifung Poon Muhao Chen 143 7 0 01 Jul 2024
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation Sirui Xia Xintao Wang Jiaqing Liang Yifei Zhang Weikang Zhou Jiaji Deng Fei Yu Yanghua Xiao RALM 163 8 0 01 Jul 2024
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 219 3 0 01 Jul 2024
MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs Yusu Qian Hanrong Ye J. Fauconnier Peter Grasch Yinfei Yang Zhe Gan 254 18 0 01 Jul 2024
Large Language Models Are Involuntary Truth-Tellers: Exploiting Fallacy Failure for Jailbreak Attacks Yue Zhou Henry Peng Zou Barbara Di Eugenio Yang Zhang LRM HILM 151 6 0 01 Jul 2024
Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning Zimu Lu Aojun Zhou Ke Wang Houxing Ren Weikang Shi Junting Pan Mingjie Zhan Hongsheng Li LRM 104 25 0 30 Jun 2024