Title
JudgeLM: Fine-tuned Large Language Models are Scalable Judges Lianghui Zhu Xinggang Wang Xinlong Wang ELM ALM 76 119 0 26 Oct 2023
Exploring Question Decomposition for Zero-Shot VQA Zaid Khan B. Vijaykumar S. Schulter Manmohan Chandraker Yun Fu ReLM 25 10 0 25 Oct 2023
How well can machine-generated texts be identified and can language models be trained to avoid identification? Sinclair Schneider Florian Steuber João A. G. Schneider Gabi Dreo Rodosek DeLMO 31 1 0 25 Oct 2023
Detecting Pretraining Data from Large Language Models Weijia Shi Anirudh Ajith Mengzhou Xia Yangsibo Huang Daogao Liu Terra Blevins Danqi Chen Luke Zettlemoyer MIALM 33 168 0 25 Oct 2023
IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery Bhavuk Singhal Ashim Gupta P. ShivasankaranV Amrith Krishna 35 1 0 25 Oct 2023
R $^3$ Prompting: Review, Rephrase and Resolve for Chain-of-Thought Reasoning in Large Language Models under Noisy Context Qingyuan Tian Hanlun Zhu Lei Wang Yang Li Yunshi Lan LRM ReLM 21 7 0 25 Oct 2023
LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking Zhenrui Yue Sara Rabhi Gabriel de Souza P. Moreira Dong Wang Even Oldridge LRM 53 36 0 25 Oct 2023
Generative Language Models Exhibit Social Identity Biases Tiancheng Hu Yara Kyrychenko Steve Rathje Nigel Collier S. V. D. Linden Jon Roozenbeek 38 38 0 24 Oct 2023
BLESS: Benchmarking Large Language Models on Sentence Simplification Tannon Kew Alison Chi Laura Vásquez-Rodríguez Sweta Agrawal Dennis Aumiller Fernando Alva-Manchego Teven Le Scao 53 23 0 24 Oct 2023
A Survey on Detection of LLMs-Generated Content Xianjun Yang Liangming Pan Xuandong Zhao Haifeng Chen Linda R. Petzold William Y. Wang Wei Cheng DeLMO 47 53 0 24 Oct 2023
TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction Junyi Liu Liangzhi Li Tong Xiang Bowen Wang Yiming Qian 41 31 0 24 Oct 2023
CRaSh: Clustering, Removing, and Sharing Enhance Fine-tuning without Full Large Language Model Kaiyan Zhang Ning Ding Biqing Qi Xuekai Zhu Xinwei Long Bowen Zhou 51 4 0 24 Oct 2023
EpiK-Eval: Evaluation for Language Models as Epistemic Models Gabriele Prato Jerry Huang Prasannna Parthasarathi Shagun Sodhani Sarath Chandar ELM 32 4 0 23 Oct 2023
Large Language Models are Visual Reasoning Coordinators Liangyu Chen Bo Li Sheng Shen Jingkang Yang Chunyuan Li Kurt Keutzer Trevor Darrell Ziwei Liu VLM LRM 46 51 0 23 Oct 2023
When Language Models Fall in Love: Animacy Processing in Transformer Language Models Michael Hanna Yonatan Belinkov Sandro Pezzelle 35 11 0 23 Oct 2023
Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation Wei-Lin Chen Cheng-Kuang Wu Hsin-Hsi Chen Chung-Chi Chen HILM 31 6 0 23 Oct 2023
Assessing Step-by-Step Reasoning against Lexical Negation: A Case Study on Syllogism Mengyu Ye Tatsuki Kuribayashi Jun Suzuki Goro Kobayashi Hiroaki Funayama LRM 36 8 0 23 Oct 2023
Transparency at the Source: Evaluating and Interpreting Language Models With Access to the True Distribution Jaap Jumelet Willem H. Zuidema 37 4 0 23 Oct 2023
ALCUNA: Large Language Models Meet New Knowledge Xunjian Yin Baizhou Huang Xiaojun Wan 25 24 0 23 Oct 2023
Large Language Models can Share Images, Too! Young-Jun Lee Dokyong Lee Joo Won Sung Jonghwan Hyeon Ho-Jin Choi MLLM 29 2 0 23 Oct 2023
SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research Dimosthenis Antypas Asahi Ushio Francesco Barbieri Leonardo Neves Kiamehr Rezaee Luis Espinosa-Anke Jiaxin Pei Jose Camacho-Collados 35 9 0 23 Oct 2023
PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation Gaurav Sahu Olga Vechtomova Dzmitry Bahdanau I. Laradji VLM 60 24 0 22 Oct 2023
MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation Zexue He Yu Wang An Yan Yao Liu Eric Y. Chang Amilcare Gentili Julian McAuley Chun-Nan Hsu ELM 91 14 0 21 Oct 2023
Large Language Models and Multimodal Retrieval for Visual Word Sense Disambiguation Anastasia Kritharoula Maria Lymperaiou Giorgos Stamou 33 4 0 21 Oct 2023
Copyright Violations and Large Language Models Antonia Karamolegkou Jiaang Li Li Zhou Anders Sogaard 25 56 0 20 Oct 2023
Information Value: Measuring Utterance Predictability as Distance from Plausible Alternatives Mario Giulianelli Sarenne Wallbridge Raquel Fernández 42 13 0 20 Oct 2023
MarineGPT: Unlocking Secrets of Ocean to the Public Ziqiang Zheng Jipeng Zhang Tuan-Anh Vu Shizhe Diao Yue Him Wong Tim Sai-Kit Yeung 53 12 0 20 Oct 2023
She had Cobalt Blue Eyes: Prompt Testing to Create Aligned and Sustainable Language Models Veronica Chatrath Oluwanifemi Bamgbose Shaina Raza ALM ELM 24 1 0 20 Oct 2023
Controlled Randomness Improves the Performance of Transformer Models Tobias Deuβer Cong Zhao Wolfgang Krämer David Leonhard Christian Bauckhage R. Sifa 34 1 0 20 Oct 2023
Teaching Language Models to Self-Improve through Interactive Demonstrations Xiao Yu Baolin Peng Michel Galley Jianfeng Gao Zhou Yu LRM ReLM 43 20 0 20 Oct 2023
Zero-Shot Sharpness-Aware Quantization for Pre-trained Language Models Miaoxi Zhu Qihuang Zhong Li Shen Liang Ding Juhua Liu Bo Du Dacheng Tao MQ VLM 34 1 0 20 Oct 2023
Visual Grounding Helps Learn Word Meanings in Low-Data Regimes Chengxu Zhuang Evelina Fedorenko Jacob Andreas 29 10 0 20 Oct 2023
Steve-Eye: Equipping LLM-based Embodied Agents with Visual Perception in Open Worlds Sipeng Zheng Jiazheng Liu Yicheng Feng Zongqing Lu 47 29 0 20 Oct 2023
Enhancing Zero-Shot Crypto Sentiment with Fine-tuned Language Model and Prompt Engineering Rahman S. M. Wahidur Ishmam Tashdeed Manjit Kaur Heung-No Lee ALM 49 17 0 20 Oct 2023
Frozen Transformers in Language Models Are Effective Visual Encoder Layers Ziqi Pang Ziyang Xie Yunze Man Yu-xiong Wang 62 26 0 19 Oct 2023
MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter Zhiyuan Liu Changhao Nai Yancheng Luo Hao Fei Yixin Cao Kenji Kawaguchi Xiang Wang Tat-Seng Chua 38 85 0 19 Oct 2023
Privacy Preserving Large Language Models: ChatGPT Case Study Based Vision and Framework Imdad Ullah Najm Hassan S. Gill Basem Suleiman T. Ahanger Zawar Shah Junaid Qadir S. Kanhere 52 16 0 19 Oct 2023
Eliminating Reasoning via Inferring with Planning: A New Framework to Guide LLMs' Non-linear Thinking Yongqi Tong Yifan Wang Dawei Li Sizhe Wang Zi Lin Simeng Han Jingbo Shang LRM 26 17 0 18 Oct 2023
InViG: Benchmarking Interactive Visual Grounding with 500K Human-Robot Interactions Hanbo Zhang Jie Xu Yuchen Mo Tao Kong 22 1 0 18 Oct 2023
MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models Dingyao Yu Kaitao Song Peiling Lu Tianyu He Xu Tan Wei Ye Shikun Zhang Jiang Bian LLMAG 37 16 0 18 Oct 2023
Investigating semantic subspaces of Transformer sentence embeddings through linear structural probing Dmitry Nikolaev Sebastian Padó 56 5 0 18 Oct 2023
Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs Jiefeng Chen Jinsung Yoon Sayna Ebrahimi Sercan O. Arik Tomas Pfister Somesh Jha 33 31 0 18 Oct 2023
Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V Jianwei Yang Hao Zhang Feng Li Xueyan Zou Chun-yue Li Jianfeng Gao MLLM VLM 41 167 0 17 Oct 2023
H2O Open Ecosystem for State-of-the-art Large Language Models Arno Candel Jon McKinney Philipp Singer Pascal Pfeiffer Maximilian Jeblick Chun Ming Lee Marcos V. Conde VLM 30 4 0 17 Oct 2023
TEQ: Trainable Equivalent Transformation for Quantization of LLMs Wenhua Cheng Yiyang Cai Kaokao Lv Haihao Shen MQ 37 7 0 17 Oct 2023
Towards Training-free Open-world Segmentation via Image Prompt Foundation Models Lv Tang Peng-Tao Jiang Haoke Xiao Bo Li VLM 23 8 0 17 Oct 2023
ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models Ziniu Li Tian Xu Yushun Zhang Zhihang Lin Yang Yu Ruoyu Sun Zhimin Luo 32 52 0 16 Oct 2023
G-SPEED: General SParse Efficient Editing MoDel Haoke Zhang Yue Wang Juntao Li Xiabing Zhou Min Zhang SyDa KELM 35 1 0 16 Oct 2023
LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation Kibum Kim Kanghoon Yoon Jaeyeong Jeon Yeonjun In Jinyoung Moon Donghyun Kim Chanyoung Park 39 15 0 16 Oct 2023
Generative Calibration for In-context Learning Zhongtao Jiang Yuanzhe Zhang Cao Liu Jun Zhao Kang Liu 178 18 0 16 Oct 2023