Title
Large Language Models can be Strong Self-Detoxifiers Ching-Yun Ko Pin-Yu Chen Payel Das Youssef Mroueh Soham Dan Georgios Kollias Subhajit Chaudhury Tejaswini Pedapati Luca Daniel 21 2 0 04 Oct 2024
Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target Languages Seonjeong Hwang Yunsu Kim Gary Geunbae Lee 11 0 0 04 Oct 2024
MetaOOD: Automatic Selection of OOD Detection Models Yuehan Qin Yichi Zhang Yi Nian Xueying Ding Yue Zhao OODD 29 0 0 04 Oct 2024
LLMCO2: Advancing Accurate Carbon Footprint Prediction for LLM Inferences Zhenxiao Fu Fan Chen Shan Zhou Haitong Li Lei Jiang 19 4 0 03 Oct 2024
IndicSentEval: How Effectively do Multilingual Transformer Models encode Linguistic Properties for Indic Languages? Akhilesh Aravapalli Mounika Marreddy S. Oota R. Mamidi Manish Gupta 29 0 0 03 Oct 2024
Agent-Oriented Planning in Multi-Agent Systems Ao Li Yuexiang Xie Songze Li Fugee Tsung Bolin Ding Yaliang Li AIFin 63 6 0 03 Oct 2024
Generating Symbolic Music from Natural Language Prompts using an LLM-Enhanced Dataset Weihan Xu Julian McAuley Taylor Berg-Kirkpatrick Shlomo Dubnov Hao-Wen Dong 28 1 0 02 Oct 2024
Trying to be human: Linguistic traces of stochastic empathy in language models Bennett Kleinberg Jari Zegers Jonas Festor Stefana Vida Julian Präsent Riccardo Loconte Sanne Peereboom 23 0 0 02 Oct 2024
Mitigating Copy Bias in In-Context Learning through Neuron Pruning Ameen Ali Lior Wolf Ivan Titov 27 2 0 02 Oct 2024
U-shaped and Inverted-U Scaling behind Emergent Abilities of Large Language Models Tung-Yu Wu Pei-Yu Lo ReLM LRM 42 2 0 02 Oct 2024
Concept Space Alignment in Multilingual LLMs Qiwei Peng Anders Søgaard 33 3 0 01 Oct 2024
MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages Marco Gaido Sara Papi L. Bentivogli A. Brutti Mauro Cettolo R. Gretter M. Matassoni Mohamed Nabih Matteo Negri 29 0 0 01 Oct 2024
Teuken-7B-Base & Teuken-7B-Instruct: Towards European LLMs Mehdi Ali Michael Fromm Klaudia Thellmann Jan Ebert Alexander Arno Weber ... René Jäkel Georg Rehm Stefan Kesselheim Joachim Köhler Nicolas Flores-Herr 64 6 0 30 Sep 2024
Aggressive Post-Training Compression on Extremely Large Language Models Zining Zhang Yao Chen Bingsheng He Zhenjie Zhang 18 0 0 30 Sep 2024
Contrastive Token Learning with Similarity Decay for Repetition Suppression in Machine Translation Huangyu Dai Ben Chen Kaidi Chen Ying Han Zihan Liang Wen Jiang 17 0 0 30 Sep 2024
The Construction of Instruction-tuned LLMs for Finance without Instruction Data Using Continual Pretraining and Model Merging Masanori Hirano Kentaro Imajo MoMe 24 1 0 30 Sep 2024
LangSAMP: Language-Script Aware Multilingual Pretraining Yihong Liu Haotian Ye Chunlan Ma Mingyang Wang Hinrich Schütze VLM 29 0 0 26 Sep 2024
The Hard Positive Truth about Vision-Language Compositionality Amita Kamath Cheng-Yu Hsieh Kai-Wei Chang Ranjay Krishna CLIP CoGe VLM 25 5 0 26 Sep 2024
ZALM3: Zero-Shot Enhancement of Vision-Language Alignment via In-Context Information in Multi-Turn Multimodal Medical Dialogue Zhangpu Li Changhong Zou Suxue Ma Zhicheng Yang Chen Du ... Xingzhi Sun Jing Xiao Kai Zhang Mei Han Mei Han LM&MA 46 1 0 26 Sep 2024
EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language Models Shaoxiong Ji Zihao Li Indraneil Paul Jaakko Paavola Peiqin Lin ... Dayyán O'Brien Hengyu Luo Hinrich Schütze Jörg Tiedemann Barry Haddow CLL 35 3 0 26 Sep 2024
How Transliterations Improve Crosslingual Alignment Yihong Liu Mingyang Wang Amir Hossein Kargaran Ayyoob Imani Orgest Xhelili Haotian Ye Chunlan Ma François Yvon Hinrich Schütze 31 2 0 25 Sep 2024
Bridging Speech and Text: Enhancing ASR with Pinyin-to-Character Pre-training in LLMs Yang Yuhang Peng Yizhou Eng Siong Chng Xionghu Zhong AuLLM AI4CE 21 0 0 24 Sep 2024
Brotherhood at WMT 2024: Leveraging LLM-Generated Contextual Conversations for Cross-Lingual Image Captioning Siddharth Betala Ishan Chokshi VLM 25 0 0 23 Sep 2024
Scaling Laws of Decoder-Only Models on the Multilingual Machine Translation Task Gaëtan Caillaut Raheel Qader Mariam Nakhlé Jingshu Liu Jean-Gabriel Barthélemy 20 1 0 23 Sep 2024
Investigating Layer Importance in Large Language Models Yang Zhang Yanfei Dong Kenji Kawaguchi FAtt 30 6 0 22 Sep 2024
Creative Writers' Attitudes on Writing as Training Data for Large Language Models Katy Ilonka Gero Meera Desai Carly Schnitzler Nayun Eom Jack Cushman Elena L. Glassman 16 1 0 22 Sep 2024
Kalahi: A handcrafted, grassroots cultural LLM evaluation suite for Filipino Jann Railey Montalan Jian Gang Ngui Wei Qi Leong Yosephine Susanto Hamsawardhini Rengarajan William-Chandra Tjhi Alham Fikri Aji 33 3 0 20 Sep 2024
ControlMath: Controllable Data Generation Promotes Math Generalist Models Nuo Chen Ning Wu Jianhui Chang Jia Li 13 3 0 20 Sep 2024
Smirk: An Atomically Complete Tokenizer for Molecular Foundation Models Alexius Wadell Anoushka Bhutani Venkatasubramanian Viswanathan 53 0 0 19 Sep 2024
CoCA: Regaining Safety-awareness of Multimodal Large Language Models with Constitutional Calibration Jiahui Gao Renjie Pi Tianyang Han Han Wu Lanqing Hong Lingpeng Kong Xin Jiang Zhenguo Li 39 5 0 17 Sep 2024
Propulsion: Steering LLM with Tiny Fine-Tuning Md. Kowsher Nusrat Jahan Prottasha Prakash Bhat 38 4 0 17 Sep 2024
Large Language Models are Good Multi-lingual Learners : When LLMs Meet Cross-lingual Prompts Teng Wang Zhenqi He Wing-Yin Yu Xiaojin Fu Xiongwei Han LRM 41 5 0 17 Sep 2024
Fit and Prune: Fast and Training-free Visual Token Pruning for Multi-modal Large Language Models Weihao Ye Qiong Wu Wenhao Lin Yiyi Zhou VLM 27 10 0 16 Sep 2024
LLMs4OL 2024 Overview: The 1st Large Language Models for Ontology Learning Challenge Hamed Babaei Giglou Jennifer D'Souza Sören Auer 23 8 0 16 Sep 2024
AI Conversational Interviewing: Transforming Surveys with LLMs as Adaptive Interviewers Alexander Wuttke Matthias Aßenmacher Christopher Klamm Max M. Lang Quirin Würschinger Frauke Kreuter 34 2 0 16 Sep 2024
GP-GPT: Large Language Model for Gene-Phenotype Mapping Yanjun Lyu Zihao Wu Lu Zhang Jing Zhang Yiwei Li ... Rongjie Liu Chao Huang Wentao Li Tianming Liu Dajiang Zhu LM&MA 22 3 0 15 Sep 2024
FP-VEC: Fingerprinting Large Language Models via Efficient Vector Addition Zhenhua Xu Wenpeng Xing Zhebo Wang Chang Hu Chen Jie Meng Han 23 1 0 13 Sep 2024
Tweezers: A Framework for Security Event Detection via Event Attribution-centric Tweet Embedding Jian Cui Hanna Kim Eugene Jang Dayeon Yim Kicheol Kim Yongjae Lee Jin-Woo Chung Seungwon Shin Xiaojing Liao 25 0 0 12 Sep 2024
PiTe: Pixel-Temporal Alignment for Large Video-Language Model Yang Liu Pengxiang Ding Siteng Huang Min Zhang H. Zhao Donglin Wang 24 5 0 11 Sep 2024
GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question Answering Sacha Muller António Loison Bilel Omrani Gautier Viaud RALM ELM 26 1 0 10 Sep 2024
RNR: Teaching Large Language Models to Follow Roles and Rules Kuan-Chieh Jackson Wang Alexander Bukharin Haoming Jiang Qingyu Yin Zhengyang Wang ... Chao Zhang Bing Yin Xian Li Jianshu Chen Shiyang Li ALM 21 1 0 10 Sep 2024
MathGLM-Vision: Solving Mathematical Problems with Multi-Modal Large Language Model Zhen Yang Jinhao Chen Zhengxiao Du Wenmeng Yu Weihan Wang Wenyi Hong Zhihuan Jiang Bin Xu Yuxiao Dong Jie Tang VLM LRM 32 8 0 10 Sep 2024
Improving Pretraining Data Using Perplexity Correlations Tristan Thrush Christopher Potts Tatsunori Hashimoto 32 17 0 09 Sep 2024
Achieving Peak Performance for Large Language Models: A Systematic Review Z. R. K. Rostam Sándor Szénási Gábor Kertész 32 3 0 07 Sep 2024
Masked Mixers for Language Generation and Retrieval Benjamin L. Badger 37 0 0 02 Sep 2024
SAM4MLLM: Enhance Multi-Modal Large Language Model for Referring Expression Segmentation Yi-Chia Chen Wei-Hua Li Cheng Sun Yu-Chiang Frank Wang Chu-Song Chen VLM 30 10 0 01 Sep 2024
Advancing Multi-talker ASR Performance with Large Language Models Mohan Shi Zengrui Jin Yaoxun Xu Yong Xu Shi-Xiong Zhang Kun Wei Yiwen Shao Chunlei Zhang Dong Yu 26 0 0 30 Aug 2024
A Survey of Large Language Models for European Languages Wazir Ali S. Pyysalo 39 2 0 27 Aug 2024
Exploring the Potential of Large Language Models for Heterophilic Graphs Yuxia Wu Shujie Li Yuan Fang Chuan Shi 32 1 0 26 Aug 2024
Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs Ronit Singhal Pransh Patwa Parth Patwa Aman Chadha Amitava Das OffRL 18 7 0 22 Aug 2024