Title
Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals Y. Gat Nitay Calderon Amir Feder Alexander Chapanin Amit Sharma Roi Reichart 135 36 0 01 Oct 2023
Directly Fine-Tuning Diffusion Models on Differentiable Rewards Amita Gajewar Paul Vicol G. Bansal David J Fleet 128 177 0 29 Sep 2023
LoRA ensembles for large language model fine-tuning Xi Wang Laurence Aitchison Maja Rudolph UQCV 113 39 0 29 Sep 2023
Improving Audio Captioning Models with Fine-grained Audio Features, Text Embedding Supervision, and LLM Mix-up Augmentation Shih-Lun Wu Xuankai Chang Gordon Wichern Jee-weon Jung Franccois G. Germain Jonathan Le Roux Shinji Watanabe 83 20 0 29 Sep 2023
AdaRefiner: Refining Decisions of Language Models with Adaptive Feedback Wanpeng Zhang Zongqing Lu LLMAG 154 8 0 29 Sep 2023
Qwen Technical Report Jinze Bai Shuai Bai Yunfei Chu Zeyu Cui Kai Dang ... Zhenru Zhang Chang Zhou Jingren Zhou Xiaohuan Zhou Tianhang Zhu OSLM 375 1,924 0 28 Sep 2023
LawBench: Benchmarking Legal Knowledge of Large Language Models Zhiwei Fei Xiaoyu Shen D. Zhu Fengzhe Zhou Zhuo Han Songyang Zhang Kai-xiang Chen Zongwen Shen Jidong Ge ELM AILaw 134 46 0 28 Sep 2023
Integrating LLM, EEG, and Eye-Tracking Biomarker Analysis for Word-Level Neural State Classification in Semantic Inference Reading Comprehension Yuhong Zhang Qin Li Sujal Nahata Tasnia Jamal Shih-kuen Cheng G. Cauwenberghs Tzyy-Ping Jung 60 4 0 27 Sep 2023
InternLM-XComposer: A Vision-Language Large Model for Advanced Text-image Comprehension and Composition Pan Zhang Xiaoyi Wang Bin Wang Yuhang Cao Chao Xu ... Conghui He Xingcheng Zhang Yu Qiao Da Lin Jiaqi Wang MLLM 198 241 0 26 Sep 2023
Supersonic: Learning to Generate Source Code Optimizations in C/C++ Zimin Chen Sen Fang Monperrus Martin 128 13 0 26 Sep 2023
MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models Kailai Yang Tianlin Zhang Zi-Zhou Kuang Qianqian Xie Jimin Huang Sophia Ananiadou AI4MH 94 58 0 24 Sep 2023
Probing the Moral Development of Large Language Models through Defining Issues Test Kumar Tanmay Aditi Khandelwal Utkarsh Agarwal Monojit Choudhury LRM 60 17 0 23 Sep 2023
Calibrating LLM-Based Evaluator Yuxuan Liu Tianchi Yang Shaohan Huang Zihan Zhang Haizhen Huang Furu Wei Weiwei Deng Feng Sun Qi Zhang 122 33 0 23 Sep 2023
Diversifying Question Generation over Knowledge Base via External Natural Questions Shasha Guo Jing Zhang Xirui Ke Cuiping Li Hong Chen 126 5 0 23 Sep 2023
Privacy Assessment on Reconstructed Images: Are Existing Evaluation Metrics Faithful to Human Perception? Xiaoxiao Sun Nidham Gazagnadou Vivek Sharma Lingjuan Lyu Hongdong Li Liang Zheng 103 8 0 22 Sep 2023
Frustrated with Code Quality Issues? LLMs can Help! Nalin Wadhwa Jui Pradhan Atharv Sonwane Surya Prakash Sahu Nagarajan Natarajan Aditya Kanade Suresh Parthasarathy S. Rajamani 78 6 0 22 Sep 2023
LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent Jianing Yang Xuweiyi Chen Shengyi Qian Nikhil Madaan Madhavan Iyengar David Fouhey Joyce Chai LM&Ro LLMAG 152 101 0 21 Sep 2023
Reranking for Natural Language Generation from Logical Forms: A Study based on Large Language Models Levon Haroutunian Zhuang Li Lucian Galescu Philip R. Cohen Raj Tumuluri Gholamreza Haffari LRM 89 1 0 21 Sep 2023
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models L. Yu Weisen Jiang Han Shi Jincheng Yu Zhengying Liu Yu Zhang James T. Kwok Zheng Li Adrian Weller Weiyang Liu OSLM LRM 124 395 0 21 Sep 2023
Evaluating Large Language Models for Document-grounded Response Generation in Information-Seeking Dialogues N. Braunschweiler R. Doddipatla Simon Keizer Svetlana Stoyanchev LM&MA 56 10 0 21 Sep 2023
The Wizard of Curiosities: Enriching Dialogues with Fun Facts Frederico Vicente Rafael Ferreira David Semedo João Magalhães 53 2 0 20 Sep 2023
XATU: A Fine-grained Instruction-based Benchmark for Explainable Text Updates Haopeng Zhang Hayate Iso Sairam Gurajada Nikita Bhutani 115 6 0 20 Sep 2023
GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models Yonggan Fu Yongan Zhang Zhongzhi Yu Sixu Li Zhifan Ye Chaojian Li Cheng Wan Ying Lin 108 69 0 19 Sep 2023
NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages Samuel Cahyawijaya Holy Lovenia Fajri Koto Dea Adhista Emmanuel Dave ... Genta Indra Winata David Moeljadi Alham Fikri Aji Ayu Purwarianti Pascale Fung 87 9 0 19 Sep 2023
PICK: Polished & Informed Candidate Scoring for Knowledge-Grounded Dialogue Systems Bryan Wilie Yan Xu Willy Chung Samuel Cahyawijaya Holy Lovenia Pascale Fung 68 1 0 19 Sep 2023
GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts Jiahao Yu Xingwei Lin Zheng Yu Xinyu Xing SILM 232 353 0 19 Sep 2023
Baichuan 2: Open Large-scale Language Models Ai Ming Yang Bin Xiao Bingning Wang Borong Zhang Ce Bian ... Youxin Jiang Yuchen Gao Yupeng Zhang Guosheng Dong Zhiying Wu ELM LRM 375 755 0 19 Sep 2023
Positive and Risky Message Assessment for Music Products Yigeng Zhang Mahsa Shafaei Fabio Gonzalez Thamar Solorio 68 3 0 18 Sep 2023
Instruction-Following Speech Recognition Cheng-I Jeff Lai Zhiyun Lu Liangliang Cao Ruoming Pang AuLLM 80 6 0 18 Sep 2023
Pruning Large Language Models via Accuracy Predictor Yupeng Ji Yibo Cao Jiu-si Liu KELM 79 4 0 18 Sep 2023
Investigating Zero- and Few-shot Generalization in Fact Verification Liangming Pan Yunxiang Zhang Min-Yen Kan 53 6 0 18 Sep 2023
X-PARADE: Cross-Lingual Textual Entailment and Information Divergence across Paragraphs Juan Diego Rodriguez Katrin Erk Greg Durrett 94 4 0 16 Sep 2023
Reward Engineering for Generating Semi-structured Explanation Paul Burgess Wray Buntine Ehsan Shareghi LRM 65 0 0 15 Sep 2023
Investigating Answerability of LLMs for Long-Form Question Answering Meghana Moorthy Bhat Rui Meng Ye Liu Yingbo Zhou Semih Yavuz 75 11 0 15 Sep 2023
TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild Huayang Li Siheng Li Deng Cai Longyue Wang Lemao Liu Taro Watanabe Yujiu Yang Shuming Shi MLLM 145 18 0 14 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 126 81 0 13 Sep 2023
TrafficGPT: Viewing, Processing and Interacting with Traffic Foundation Models Siyao Zhang Daocheng Fu Zhao Zhang Bin Yu Pinlong Cai 72 50 0 13 Sep 2023
Exploring Large Language Models for Ontology Alignment Yuan He Jiaoyan Chen Hang Dong Ian Horrocks 101 36 0 12 Sep 2023
Circuit Breaking: Removing Model Behaviors with Targeted Ablation Maximilian Li Xander Davies Max Nadeau KELM MU 81 29 0 12 Sep 2023
Evaluating the Deductive Competence of Large Language Models S. M. Seals V. Shalin ELM ReLM LRM 87 10 0 11 Sep 2023
Mitigating Word Bias in Zero-shot Prompt-based Classifiers Adian Liusie Potsawee Manakul Mark Gales 59 7 0 10 Sep 2023
Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models Yangyi Chen Karan Sikka Michael Cogswell Heng Ji Ajay Divakaran LRM 99 27 0 08 Sep 2023
Zero-Shot Robustification of Zero-Shot Models Dyah Adila Changho Shin Lin Cai Frederic Sala 88 20 0 08 Sep 2023
OpinionGPT: Modelling Explicit Biases in Instruction-Tuned LLMs Patrick Haller Ansar Aynetdinov Alan Akbik 81 26 0 07 Sep 2023
FLM-101B: An Open LLM and How to Train It with $100K Budget$ Xiang Li Yiqun Yao Xin Jiang Xuezhi Fang Xuying Meng ... Li Du Bowen Qin Zheng Zhang Aixin Sun Yequan Wang 155 22 0 07 Sep 2023
Evaluating ChatGPT as a Recommender System: A Rigorous Approach Dario Di Palma Giovanni Maria Biancofiore Vito Walter Anelli Fedelucio Narducci Tommaso Di Noia E. Sciascio ALM 132 30 0 07 Sep 2023
From Base to Conversational: Japanese Instruction Dataset and Tuning Large Language Models Masahiro Suzuki Masanori Hirano Hiroki Sakaji 102 6 0 07 Sep 2023
Framework-Based Qualitative Analysis of Free Responses of Large Language Models: Algorithmic Fidelity A. Amirova T. Fteropoulli Nafiso Ahmed Martin R. Cowie Joel Z Leibo 89 11 0 06 Sep 2023
Persona-aware Generative Model for Code-mixed Language Ayan Sengupta Md. Shad Akhtar Tanmoy Chakraborty 62 1 0 06 Sep 2023
Aligning Large Language Models for Clinical Tasks Supun Manathunga Isuru Hettigoda LM&MA ELM AI4MH 92 11 0 06 Sep 2023