Title
JaFIn: Japanese Financial Instruction Dataset Kota Tanabe Masahiro Suzuki Hiroki Sakaji Itsuki Noda 33 1 0 14 Apr 2024
Navigating the Landscape of Large Language Models: A Comprehensive Review and Analysis of Paradigms and Fine-Tuning Strategies Benjue Weng LM&MA 30 7 0 13 Apr 2024
Small Models Are (Still) Effective Cross-Domain Argument Extractors William Gantt Aaron Steven White 34 0 0 12 Apr 2024
Laissez-Faire Harms: Algorithmic Biases in Generative Language Models Evan Shieh Faye-Marie Vassel Cassidy R. Sugimoto T. Monroe-White 22 3 0 11 Apr 2024
YaART: Yet Another ART Rendering Technology Sergey Kastryulin Artem Konev Alexander Shishenya Eugene Lyapustin Artem Khurshudov ... Dmitrii Kornilov Mikhail Romanov Artem Babenko Sergei Ovcharenko Valentin Khrulkov EGVM 20 1 0 08 Apr 2024
Koala: Key frame-conditioned long video-LLM Reuben Tan Ximeng Sun Ping Hu Jui-hsien Wang Hanieh Deilamsalehy Bryan A. Plummer Bryan C. Russell Kate Saenko 35 35 0 05 Apr 2024
Token-Efficient Leverage Learning in Large Language Models Yuanhao Zeng Min Wang Yihang Wang Yingxia Shao 29 0 0 01 Apr 2024
AIOS: LLM Agent Operating System Kai Mei Zelong Li Wujiang Xu Wenyue Hua Mingyu Jin Yongfeng Zhang Shuyuan Xu Ruosong Ye Yingqiang Ge Yongfeng Zhang LLMAG 26 17 0 25 Mar 2024
Understanding Emergent Abilities of Language Models from the Loss Perspective Zhengxiao Du Aohan Zeng Yuxiao Dong Jie Tang UQCV LRM 55 46 0 23 Mar 2024
Yi: Open Foundation Models by 01.AI 01. AI Alex Young 01.AI Alex Young Bei Chen Chao Li ... Yue Wang Yuxuan Cai Zhenyu Gu Zhiyuan Liu Zonghong Dai OSLM LRM 107 490 0 07 Mar 2024
Proxy-RLHF: Decoupling Generation and Alignment in Large Language Model with Proxy Yu Zhu Chuxiong Sun Wenfei Yang Wenqiang Wei Bo Tang ... Zhiyu Li Shifeng Zhang Feiyu Xiong Jie Hu Mingchuan Yang 23 3 0 07 Mar 2024
SaulLM-7B: A pioneering Large Language Model for Law Pierre Colombo T. Pires Malik Boudiaf Dominic Culver Rui Melo ... Andre F. T. Martins Fabrizio Esposito Vera Lúcia Raposo Sofia Morgado Michael Desa ELM AILaw 39 63 0 06 Mar 2024
German also Hallucinates! Inconsistency Detection in News Summaries with the Absinth Dataset Laura Mascarell Ribin Chalumattu Annette Rios HILM 30 0 0 06 Mar 2024
MeaCap: Memory-Augmented Zero-shot Image Captioning Zequn Zeng Yan Xie Hao Zhang Chiyu Chen Zhengjue Wang Boli Chen VLM 18 13 0 06 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 60 11 0 05 Mar 2024
Improving Socratic Question Generation using Data Augmentation and Preference Optimization Nischal Ashok Kumar Andrew S. Lan 24 8 0 01 Mar 2024
Polos: Multimodal Metric Learning from Human Feedback for Image Captioning Yuiga Wada Kanta Kaneda Daichi Saito Komei Sugiura 22 24 0 28 Feb 2024
Lemur: Log Parsing with Entropy Sampling and Chain-of-Thought Merging Wei Zhang Jian Yang Anjie Le Z. Li Shuangyong Song Xianfu Cheng Tieqiao Zheng Shi Xu 50 13 0 28 Feb 2024
Watermarking Makes Language Models Radioactive Tom Sander Pierre Fernandez Alain Durmus Matthijs Douze Teddy Furon WaLM 29 11 0 22 Feb 2024
Generalizing Reward Modeling for Out-of-Distribution Preference Learning Chen Jia 14 2 0 22 Feb 2024
Balanced Data Sampling for Language Model Training with Clustering Yunfan Shao Linyang Li Zhaoye Fei Hang Yan Dahua Lin Xipeng Qiu 24 8 0 22 Feb 2024
Annotation and Classification of Relevant Clauses in Terms-and-Conditions Contracts Pietro Giovanni Bizzaro Elena Della Valentina Maurizio Napolitano Nadia Mana Massimo Zancanaro AILaw 14 2 0 22 Feb 2024
VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models Jiawei Liang Siyuan Liang Man Luo Aishan Liu Dongchen Han Ee-Chien Chang Xiaochun Cao 33 37 0 21 Feb 2024
Beyond Hate Speech: NLP's Challenges and Opportunities in Uncovering Dehumanizing Language Hezhao Zhang Lasana Harris N. Moosavi AILaw 25 1 0 21 Feb 2024
Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning Zhaorui Yang Tianyu Pang H. Feng Han Wang Wei Chen Minfeng Zhu Qian Liu ALM 29 33 0 21 Feb 2024
WinoViz: Probing Visual Properties of Objects Under Different States Woojeong Jin Tejas Srinivasan Jesse Thomason Xiang Ren 23 1 0 21 Feb 2024
OMGEval: An Open Multilingual Generative Evaluation Benchmark for Large Language Models Yang Janet Liu Meng Xu Shuo Wang Liner Yang Haoyu Wang ... Cunliang Kong Yun-Nung Chen Yang Liu Maosong Sun Erhong Yang ELM LRM 36 1 0 21 Feb 2024
How Important is Domain Specificity in Language Models and Instruction Finetuning for Biomedical Relation Extraction? Aviv Brokman Ramakanth Kavuluru LM&MA ALM 23 3 0 21 Feb 2024
Bias in Language Models: Beyond Trick Tests and Toward RUTEd Evaluation Kristian Lum Jacy Reese Anthis Chirag Nagpal Alex DÁmour Alexander D’Amour 21 13 0 20 Feb 2024
GenAudit: Fixing Factual Errors in Language Model Outputs with Evidence Kundan Krishna S. Ramprasad Prakhar Gupta Byron C. Wallace Zachary Chase Lipton Jeffrey P. Bigham HILM KELM SyDa 39 8 0 19 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomáš Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 107 347 0 09 Feb 2024
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue Xing Han Lù Zdeněk Kasner Siva Reddy 19 59 0 08 Feb 2024
Let Your Graph Do the Talking: Encoding Structured Data for LLMs Bryan Perozzi Bahare Fatemi Dustin Zelle Anton Tsitsulin Mehran Kazemi Rami Al-Rfou Jonathan J. Halcrow GNN 24 55 0 08 Feb 2024
PRE: A Peer Review Based Large Language Model Evaluator Zhumin Chu Qingyao Ai Yiteng Tu Haitao Li Yiqun Liu LRM ALM 22 21 0 28 Jan 2024
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models Minbyul Jeong Jiwoong Sohn Mujeen Sung Jaewoo Kang 6 27 0 27 Jan 2024
Towards 3D Molecule-Text Interpretation in Language Models Sihang Li Zhiyuan Liu Yancheng Luo Xiang Wang Xiangnan He Kenji Kawaguchi Tat-Seng Chua Qi Tian AI4CE 24 42 0 25 Jan 2024
In-Context Learning for Extreme Multi-Label Classification Karel DÓosterlinck Omar Khattab François Remy Thomas Demeester Chris Develder Christopher Potts 21 2 0 22 Jan 2024
Weakly Supervised Gaussian Contrastive Grounding with Large Multimodal Models for Video Question Answering Haibo Wang Chenghang Lai Yixuan Sun Weifeng Ge 13 5 0 19 Jan 2024
Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals? Marcio Fonseca Shay B. Cohen 39 10 0 18 Jan 2024
ChatGPT, Let us Chat Sign Language: Experiments, Architectural Elements, Challenges and Research Directions Nada Shahin Leila Ismail SLR 13 4 0 10 Jan 2024
Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding Yuu Jinnai Ukyo Honda Tetsuro Morimura Peinan Zhang 18 6 0 10 Jan 2024
3VL: Using Trees to Improve Vision-Language Models' Interpretability Nir Yellinek Leonid Karlinsky Raja Giryes CoGe VLM 44 4 0 28 Dec 2023
Efficient Title Reranker for Fast and Improved Knowledge-Intense NLP Ziyi Chen Jize Jiang Daqian Zuo Heyi Tao Jun Yang Yuxiang Wei 6 0 0 19 Dec 2023
Mask Grounding for Referring Image Segmentation Yong Xien Chng Henry Zheng Yizeng Han Xuchong Qiu Gao Huang ISeg ObjD 16 15 0 19 Dec 2023
LMDrive: Closed-Loop End-to-End Driving with Large Language Models Hao Shao Yuxuan Hu Letian Wang Steven L. Waslander Yu Liu Hongsheng Li ELM 30 109 0 12 Dec 2023
ICL Markup: Structuring In-Context Learning using Soft-Token Tags Marc-Etienne Brunet Ashton Anderson R. Zemel 19 4 0 12 Dec 2023
LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding, Reasoning, and Planning Sijin Chen Xin Chen C. Zhang Mingsheng Li Gang Yu Hao Fei Hongyuan Zhu Jiayuan Fan Tao Chen MLLM 24 76 0 30 Nov 2023
Positional Information Matters for Invariant In-Context Learning: A Case Study of Simple Function Classes Yongqiang Chen Binghui Xie Kaiwen Zhou Bo Han Yatao Bian James Cheng 19 2 0 30 Nov 2023
Text as Images: Can Multimodal Large Language Models Follow Printed Instructions in Pixels? Xiujun Li Yujie Lu Zhe Gan Jianfeng Gao William Yang Wang Yejin Choi VLM MLLM 28 1 0 29 Nov 2023
UniIR: Training and Benchmarking Universal Multimodal Information Retrievers Cong Wei Yang Chen Haonan Chen Hexiang Hu Ge Zhang Jie Fu Alan Ritter Wenhu Chen 25 50 0 28 Nov 2023