Title
Benchmarking zero-shot stance detection with FlanT5-XXL: Insights from training data, prompting, and decoding strategies into its near-SoTA performance Rachith Aiyappa Shruthi Senthilmani Jisun An Haewoon Kwak Yong-Yeol Ahn 37 3 0 01 Mar 2024
Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models Lei Li Yuqi Wang Runxin Xu Peiyi Wang Xiachong Feng Lingpeng Kong Qi Liu 45 51 0 01 Mar 2024
Improving Socratic Question Generation using Data Augmentation and Preference Optimization Nischal Ashok Kumar Andrew Lan 43 8 0 01 Mar 2024
"Flex Tape Can't Fix That": Bias and Misinformation in Edited Language Models Karina Halevy Anna Sotnikova Badr AlKhamissi Syrielle Montariol Antoine Bosselut KELM 42 3 0 29 Feb 2024
FAC $^2$ E: Better Understanding Large Language Model Capabilities by Dissociating Language and Cognition Xiaoqiang Wang Bang Liu Lingfei Wu 42 0 0 29 Feb 2024
Loose LIPS Sink Ships: Asking Questions in Battleship with Language-Informed Program Sampling Gabriel Grand Valerio Pepe Jacob Andreas Joshua B. Tenenbaum ReLM 36 6 0 29 Feb 2024
TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning Kate Sanders Nathaniel Weir Benjamin Van Durme LRM 41 11 0 29 Feb 2024
Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models Chao Qian Jie Zhang Wei Yao Dongrui Liu Zhen-fei Yin Yu Qiao Yong Liu Jing Shao LLMSV LRM 57 13 0 29 Feb 2024
Curiosity-driven Red-teaming for Large Language Models Zhang-Wei Hong Idan Shenfeld Tsun-Hsuan Wang Yung-Sung Chuang Aldo Pareja James R. Glass Akash Srivastava Pulkit Agrawal LRM 39 39 0 29 Feb 2024
ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL Yifei Zhou Andrea Zanette Jiayi Pan Sergey Levine Aviral Kumar 65 51 0 29 Feb 2024
Crafting Knowledge: Exploring the Creative Mechanisms of Chat-Based Search Engines Lijia Ma Xingchen Xu Yong-Ming Tan 32 8 0 29 Feb 2024
Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook Xingchen Zou Yibo Yan Xixuan Hao Yuehong Hu Haomin Wen ... Junbo Zhang Yong Li Tianrui Li Yu Zheng Keli Zhang HAI AI4TS 57 37 0 29 Feb 2024
Memory-Augmented Generative Adversarial Transformers Stephan Raaijmakers Roos Bakker Anita Cremers R. D. Kleijn Tom Kouwenhoven Tessa Verhoef 41 0 0 29 Feb 2024
Improving Legal Judgement Prediction in Romanian with Long Text Encoders Mihai Masala Traian Rebedea Horia Velicu AILaw 43 2 0 29 Feb 2024
Large Language Models are Learnable Planners for Long-Term Recommendation Wentao Shi Xiangnan He Yang Zhang Chongming Gao Xinyue Li Jizhi Zhang Qifan Wang Fuli Feng 49 11 0 29 Feb 2024
Unveiling Typographic Deceptions: Insights of the Typographic Vulnerability in Large Vision-Language Model Hao-Ran Cheng Erjia Xiao Jindong Gu Le Yang Jinhao Duan Jize Zhang Jiahang Cao Kaidi Xu Renjing Xu 39 6 0 29 Feb 2024
Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment Yiju Guo Ganqu Cui Lifan Yuan Ning Ding Jiexin Wang ... Ruobing Xie Jie Zhou Yankai Lin Zhiyuan Liu Maosong Sun 36 60 0 29 Feb 2024
Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study Prottay Kumar Adhikary Aseem Srivastava Shivani Kumar Salam Michael Singh Puneet Manuja Jini K. Gopinath Vijay Krishnan Swati Kedia K. Deb Tanmoy Chakraborty AI4MH 45 8 0 29 Feb 2024
Percept, Chat, and then Adapt: Multimodal Knowledge Transfer of Foundation Models for Open-World Video Recognition Boyu Chen Siran Chen Kunchang Li Qinglin Xu Yu Qiao Yali Wang 34 3 0 29 Feb 2024
PopALM: Popularity-Aligned Language Models for Social Media Trendy Response Prediction Erxin Yu Jing Li Chunpu Xu 35 3 0 29 Feb 2024
Stop Relying on No-Choice and Do not Repeat the Moves: Optimal, Efficient and Practical Algorithms for Assortment Optimization Aadirupa Saha Pierre Gaillard 37 2 0 29 Feb 2024
Advancing Generative AI for Portuguese with Open Decoder Gervásio PT* Rodrigo Santos Joao Silva Luís Gomes João Rodrigues António Branco 46 10 0 29 Feb 2024
RORA: Robust Free-Text Rationale Evaluation Zhengping Jiang Yining Lu Hanjie Chen Daniel Khashabi Benjamin Van Durme Anqi Liu 53 1 0 28 Feb 2024
FOFO: A Benchmark to Evaluate LLMs' Format-Following Capability Congying Xia Chen Xing Jiangshu Du Xinyi Yang Yihao Feng Ran Xu Wenpeng Yin Caiming Xiong ALM 35 42 0 28 Feb 2024
Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards Haoxiang Wang Yong Lin Wei Xiong Rui Yang Shizhe Diao Shuang Qiu Han Zhao Tong Zhang 40 72 0 28 Feb 2024
Few-Shot Fairness: Unveiling LLM's Potential for Fairness-Aware Classification Garima Chhikara Anurag Sharma Kripabandhu Ghosh Abhijnan Chakraborty 44 14 0 28 Feb 2024
Is Crowdsourcing Breaking Your Bank? Cost-Effective Fine-Tuning of Pre-trained Language Models with Proximal Policy Optimization Shuo Yang Gjergji Kasneci ALM 53 3 0 28 Feb 2024
A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames Keith M. Davis Ruisheng Cao Su Zhu Sheng Jiang Hanchong Zhang Lu Chen Tuukka Ruotsalo 27 2 0 28 Feb 2024
Random Silicon Sampling: Simulating Human Sub-Population Opinion Using a Large Language Model Based on Group-Level Demographic Information Seungjong Sun Eungu Lee Dongyan Nan Xiangying Zhao Wonbyung Lee Bernard J. Jansen Jang Hyun Kim 64 17 0 28 Feb 2024
Making Them Ask and Answer: Jailbreaking Large Language Models in Few Queries via Disguise and Reconstruction Tong Liu Yingjie Zhang Zhe Zhao Yinpeng Dong Guozhu Meng Kai Chen AAML 56 48 0 28 Feb 2024
LoRA-SP: Streamlined Partial Parameter Adaptation for Resource-Efficient Fine-Tuning of Large Language Models Yichao Wu Yafei Xiang Shuning Huo Yulu Gong Penghao Liang 33 7 0 28 Feb 2024
SynArtifact: Classifying and Alleviating Artifacts in Synthetic Images via Vision-Language Model Bin Cao Jianhao Yuan Yexin Liu Jian Li Shuyang Sun Jing Liu Bo Zhao DiffM 43 7 0 28 Feb 2024
Hire a Linguist!: Learning Endangered Languages with In-Context Linguistic Descriptions Kexun Zhang Yee Man Choi Zhenqiao Song Taiqi He Wenjie Wang Lei Li 39 17 0 28 Feb 2024
TroubleLLM: Align to Red Team Expert Zhuoer Xu Jianping Zhang Shiwen Cui Changhua Meng Weiqiang Wang 54 1 0 28 Feb 2024
Do Large Language Models Mirror Cognitive Language Processing? Yuqi Ren Renren Jin Tongxuan Zhang Deyi Xiong 53 4 0 28 Feb 2024
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems Zihao Yi Jiarui Ouyang Yuwen Liu Tianhao Liao Zhe Xu Ying Shen LLMAG LRM 67 60 0 28 Feb 2024
Collaborative decoding of critical tokens for boosting factuality of large language models Lifeng Jin Baolin Peng Linfeng Song Haitao Mi Ye Tian Dong Yu HILM 35 6 0 28 Feb 2024
ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training Le Zhuo Zewen Chi Minghao Xu Heyan Huang Heqi Zheng Conghui He Xian-Ling Mao Wentao Zhang 98 11 0 28 Feb 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 56 17 0 28 Feb 2024
Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions Hanjie Chen Zhouxiang Fang Yash Singla Mark Dredze ELM AI4MH 49 33 0 28 Feb 2024
Lemur: Log Parsing with Entropy Sampling and Chain-of-Thought Merging Wei Zhang Jian Yang Anjie Le Zhiyu Li Shuangyong Song Xianfu Cheng Tieqiao Zheng Shi Xu 69 14 0 28 Feb 2024
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey Xi Fang Weijie Xu Fiona Anting Tan Jiani Zhang Ziqing Hu Yanjun Qi Scott Nickleach Diego Socolinsky Srinivasan H. Sengamedu Christos Faloutsos LMTD ALM 59 66 0 27 Feb 2024
Prediction-Powered Ranking of Large Language Models Ivi Chatzi Eleni Straitouri Suhas Thejaswi Manuel Gomez Rodriguez ALM 31 5 0 27 Feb 2024
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction Zekun Qi Runpei Dong Shaochen Zhang Haoran Geng Chunrui Han Zheng Ge Li Yi Kaisheng Ma 47 52 0 27 Feb 2024
Massive Activations in Large Language Models Mingjie Sun Xinlei Chen J. Zico Kolter Zhuang Liu 76 67 0 27 Feb 2024
AmbigNLG: Addressing Task Ambiguity in Instruction for NLG Ayana Niwa Hayate Iso 36 4 0 27 Feb 2024
SongComposer: A Large Language Model for Lyric and Melody Composition in Song Generation Shuangrui Ding Zihan Liu Xiao-wen Dong Pan Zhang Rui Qian Conghui He Dahua Lin Jiaqi Wang 30 23 0 27 Feb 2024
Fine-Grained Natural Language Inference Based Faithfulness Evaluation for Diverse Summarisation Tasks Huajian Zhang Yumo Xu Laura Perez-Beltrachini HILM 39 10 0 27 Feb 2024
TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space Shaolei Zhang Tian Yu Yang Feng HILM KELM 42 40 0 27 Feb 2024
Ansible Lightspeed: A Code Generation Service for IT Automation Priyam Sahoo Saurabh Pujar Ganesh Nalawade Richard Gebhardt Louis Mandel Luca Buratti 13 0 0 27 Feb 2024