Title
CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought Bowen Zhang Kehua Chang Chunping Li SSL 55 6 0 20 Sep 2023
Embed-Search-Align: DNA Sequence Alignment using Transformer Models Pavan Holur Kenneth Enevoldsen Shreyas Rajesh L. Mboning Thalia Georgiou Louis-S. Bouchard Matteo Pellegrini V. Roychowdhury 37 0 0 20 Sep 2023
In-Context Learning for Text Classification with Many Labels Aristides Milios Siva Reddy Dzmitry Bahdanau 27 34 0 19 Sep 2023
A Family of Pretrained Transformer Language Models for Russian Dmitry Zmitrovich Alexander Abramov Andrey Kalmykov Maria Tikhonova Ekaterina Taktasheva ... Vitalii Kadulin Sergey Markov Tatiana Shavrina Vladislav Mikhailov Alena Fenogenova 38 26 0 19 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 51 64 0 19 Sep 2023
Language Modeling Is Compression Grégoire Delétang Anian Ruoss Paul-Ambroise Duquenne Elliot Catt Tim Genewein ... Wenliang Kevin Li Matthew Aitchison Laurent Orseau Marcus Hutter J. Veness AI4CE 64 136 0 19 Sep 2023
Model Leeching: An Extraction Attack Targeting LLMs Lewis Birch William Hackett Stefan Trawicki N. Suri Peter Garraghan 52 13 0 19 Sep 2023
Bridging Zero-shot Object Navigation and Foundation Models through Pixel-Guided Navigation Skill Wenzhe Cai Siyuan Huang Guangran Cheng Yuxing Long Peng Gao Changyin Sun Hao Dong LM&Ro 30 42 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 77 718 0 19 Sep 2023
Pruning Large Language Models via Accuracy Predictor Yupeng Ji Yibo Cao Jiu-si Liu KELM 42 4 0 18 Sep 2023
Optimal Scene Graph Planning with Large Language Model Guidance Zhirui Dai Arash Asgharivaskasi T. Duong Shusen Lin Maria-Elizabeth Tzes George Pappas Nikolay Atanasov LM&Ro 47 19 0 17 Sep 2023
Contrastive Decoding Improves Reasoning in Large Language Models Sean O'Brien Mike Lewis SyDa LRM ReLM 37 33 0 17 Sep 2023
Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference Parsa Kavehzadeh Mojtaba Valipour Marzieh S. Tahaei Ali Ghodsi Boxing Chen Mehdi Rezagholizadeh 40 6 0 16 Sep 2023
PatFig: Generating Short and Long Captions for Patent Figures Dana Aubakirova Kim Gerdes Lufei Liu 17 9 0 15 Sep 2023
Sight Beyond Text: Multi-Modal Training Enhances LLMs in Truthfulness and Ethics Haoqin Tu Bingchen Zhao Chen Wei Cihang Xie MLLM 46 14 0 13 Sep 2023
Can Whisper perform speech-based in-context learning? Siyin Wang Chao-Han Huck Yang Ji Wu Chao Zhang 41 26 0 13 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 53 77 0 13 Sep 2023
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data Generation Chao-Wei Huang Chen-Yu Hsu Tsung-Yuan Hsu Chen-An Li Yun-Nung Chen 29 5 0 13 Sep 2023
Balanced and Explainable Social Media Analysis for Public Health with Large Language Models Yan Jiang Ruihong Qiu Yi Zhang Peng Zhang 32 7 0 12 Sep 2023
Can you text what is happening? Integrating pre-trained language encoders into trajectory prediction models for autonomous driving Ali Keysan Andreas Look Eitan Kosman Gonca Gürsun Jörg Wagner Yu Yao Barbara Rakitsch 35 29 0 11 Sep 2023
Evaluating Chatbots to Promote Users' Trust -- Practices and Open Problems Biplav Srivastava Kausik Lakkaraju T. Koppel Vignesh Narayanan Ashish Kundu Sachindra Joshi 42 2 0 09 Sep 2023
Zero-Shot Robustification of Zero-Shot Models Dyah Adila Changho Shin Lin Cai Frederic Sala 51 20 0 08 Sep 2023
Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese Hao Wang Sendong Zhao Zewen Qiang Zijian Li Nuwa Xi ... Haoqiang Guo Yuhan Chen Haoming Xu Bing Qin Ting Liu LM&MA AI4MH 39 19 0 08 Sep 2023
Manifold-based Verbalizer Space Re-embedding for Tuning-free Prompt-based Classification Hao Wang Sendong Zhao Chi-Liang Liu Nuwa Xi Muzhen Cai Bing Qin Ting Liu 31 1 0 08 Sep 2023
ImageBind-LLM: Multi-modality Instruction Tuning Jiaming Han Renrui Zhang Wenqi Shao Peng Gao Peng Xu ... Yafei Wen Xiaoxin Chen Xiangyu Yue Hongsheng Li Yu Qiao MLLM 54 119 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 60 22 0 07 Sep 2023
Enhancing Pipeline-Based Conversational Agents with Large Language Models Mina Foosherian Hendrik Purwins Purna Rathnayake Touhidul Alam Rui Teimao K. Thoben LLMAG 37 2 0 07 Sep 2023
Exploring an LM to generate Prolog Predicates from Mathematics Questions Xiaocheng Yang Yik-Cheung Tam ReLM LRM 24 0 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 59 28 0 07 Sep 2023
SAM3D: Segment Anything Model in Volumetric Medical Images Nhat-Tan Bui Dinh-Hieu Hoang Minh-Triet Tran Gianfranco Doretto Donald Adjeroh Brijesh Patel Arabinda Choudhary Ngan Le MedIm 40 40 0 07 Sep 2023
From Base to Conversational: Japanese Instruction Dataset and Tuning Large Language Models Masahiro Suzuki Masanori Hirano Hiroki Sakaji 53 6 0 07 Sep 2023
Norm Tweaking: High-performance Low-bit Quantization of Large Language Models Liang Li Qingyuan Li Bo Zhang Xiangxiang Chu MQ 52 29 0 06 Sep 2023
GPT Can Solve Mathematical Problems Without a Calculator Zhiyong Yang Ming Ding Qingsong Lv Zhihuan Jiang Zehai He Yuyi Guo Jinfeng Bai Jie Tang RALM LRM 52 53 0 06 Sep 2023
CIEM: Contrastive Instruction Evaluation Method for Better Instruction Tuning Hongyu Hu Jiyuan Zhang Minyi Zhao Zhenbang Sun MLLM 30 43 0 05 Sep 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Yue Zhang Yafu Li Leyang Cui Deng Cai Lemao Liu ... Longyue Wang Anh Tuan Luu Wei Bi Freda Shi Shuming Shi RALM LRM HILM 55 528 0 03 Sep 2023
eDKM: An Efficient and Accurate Train-time Weight Clustering for Large Language Models Minsik Cho Keivan Alizadeh Vahid Qichen Fu Saurabh N. Adya C. C. D. Mundo Mohammad Rastegari Devang Naik Peter Zatloukal MQ 40 6 0 02 Sep 2023
Taken out of context: On measuring situational awareness in LLMs Lukas Berglund Asa Cooper Stickland Mikita Balesni Max Kaufmann Meg Tong Tomasz Korbak Daniel Kokotajlo Owain Evans LLMAG LRM 34 63 0 01 Sep 2023
YaRN: Efficient Context Window Extension of Large Language Models Bowen Peng Jeffrey Quesnelle Honglu Fan Enrico Shippole OSLM 32 232 0 31 Aug 2023
Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models Yupan Huang Zaiqiao Meng Fangyu Liu Yixuan Su Nigel Collier Yutong Lu MLLM 41 22 0 31 Aug 2023
Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap Michael Staniek Raphael Schumann Maike Zufle Stefan Riezler 40 6 0 30 Aug 2023
Quantifying and Analyzing Entity-level Memorization in Large Language Models Zhenhong Zhou Jiuyang Xiang Chao-Yi Chen Sen Su PILM 38 8 0 30 Aug 2023
When Do Program-of-Thoughts Work for Reasoning? Zhen Bi Ningyu Zhang Yinuo Jiang Shumin Deng Guozhou Zheng Huajun Chen LRM 59 20 0 29 Aug 2023
AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models Zhaopeng Gu Bingke Zhu Guibo Zhu Yingying Chen Ming Tang Jinqiao Wang VLM MLLM 42 103 0 29 Aug 2023
CoVR: Learning Composed Video Retrieval from Web Video Captions Lucas Ventura Antoine Yang Cordelia Schmid Gül Varol 22 26 0 28 Aug 2023
Mobile Foundation Model as Firmware Jinliang Yuan Chenchen Yang Dongqi Cai Shihe Wang Xin Yuan ... Di Zhang Hanzi Mei Xianqing Jia Shangguang Wang Mengwei Xu 55 19 0 28 Aug 2023
RecMind: Large Language Model Powered Agent For Recommendation Yancheng Wang Ziyan Jiang Zheng Chen Fan Yang Yingxue Zhou Eunah Cho Xing Fan Xiaojiang Huang Yanbin Lu Yingzhen Yang LLMAG LM&Ro LRM 52 93 0 28 Aug 2023
Spoken Language Intelligence of Large Language Models for Language Learning Linkai Peng Baorian Nuchged Yingming Gao ELM 64 4 0 28 Aug 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani Jing Liu 81 31 0 27 Aug 2023
Exploring Large Language Models for Knowledge Graph Completion Liang Yao Jiazhen Peng Chengsheng Mao Yuan Luo 42 37 0 26 Aug 2023
Evolution of ESG-focused DLT Research: An NLP Analysis of the Literature Walter Hernandez Cruz K. Tylinski Alastair Moore Niall Roche Nikhil Vadgama Horst Treiblmaier J. Shangguan Paolo Tasca Jiahua Xu 33 2 0 23 Aug 2023