Title
TaCo: Enhancing Cross-Lingual Transfer for Low-Resource Languages in LLMs through Translation-Assisted Chain-of-Thought Processes Bibek Upadhayay Vahid Behzadan 35 8 0 17 Nov 2023
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning Xiangru Tang Anni Zou Zhuosheng Zhang Ziming Li Yilun Zhao Xingyao Zhang Arman Cohan Mark B. Gerstein LRM LM&MA 37 140 0 16 Nov 2023
Can Language Model Moderators Improve the Health of Online Discourse? Hyundong Justin Cho Shuai Liu Taiwei Shi Darpan Jain Basem Rizk ... Zixun Lu Nuan Wen Jonathan Gratch Emilio Ferrera Jonathan May AI4MH 45 13 0 16 Nov 2023
Video-LLaVA: Learning United Visual Representation by Alignment Before Projection Bin Lin Yang Ye Bin Zhu Jiaxi Cui Munan Ning Peng Jin Li-ming Yuan VLM MLLM 209 603 0 16 Nov 2023
The Ups and Downs of Large Language Model Inference with Vocabulary Trimming by Language Heuristics Nikolay Bogoychev Pinzhen Chen Barry Haddow Alexandra Birch 33 0 0 16 Nov 2023
Assessing Translation capabilities of Large Language Models involving English and Indian Languages Vandan Mujadia Ashok Urlana Yash Bhaskar Penumalla Aditya Pavani Kukkapalli Shravya Parameswari Krishnamurthy D. Sharma ELM 199 7 0 15 Nov 2023
When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource Languages Tyler A. Chang Catherine Arnett Zhuowen Tu Benjamin Bergen LRM 56 7 0 15 Nov 2023
Social Bias Probing: Fairness Benchmarking for Language Models Marta Marchiori Manerba Karolina Stañczak Riccardo Guidotti Isabelle Augenstein 29 18 0 15 Nov 2023
How Vocabulary Sharing Facilitates Multilingualism in LLaMA? Fei Yuan Shuai Yuan Zhiyong Wu Lei Li 49 10 0 15 Nov 2023
GRASP: A novel benchmark for evaluating language GRounding And Situated Physics understanding in multimodal language models Serwan Jassim Mario S. Holubar Annika Richter Cornelius Wolff Xenia Ohmer Elia Bruni ELM 32 9 0 15 Nov 2023
MELA: Multilingual Evaluation of Linguistic Acceptability Ziyin Zhang Yikang Liu Wei Huang Junyu Mao Rui Wang Hai Hu 35 3 0 15 Nov 2023
Data Similarity is Not Enough to Explain Language Model Performance Gregory Yauney Emily Reif David M. Mimno 58 6 0 15 Nov 2023
HeLM: Highlighted Evidence augmented Language Model for Enhanced Table-to-Text Generation Junyi Bian Xiaolei Qin Wuhe Zou Mengzuo Huang Congyi Luo Ke Zhang Weidong Zhang LMTD 34 2 0 15 Nov 2023
Large Language Models are legal but they are not: Making the case for a powerful LegalLLM Thanmay Jayakumar Fauzan Farooqui Luqman Farooqui ELM AILaw ALM 37 17 0 15 Nov 2023
OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining Yihong Liu Peiqin Lin Mingyang Wang Hinrich Schütze 40 23 0 15 Nov 2023
PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning Zhihan Zhang Dong-Ho Lee Yuwei Fang Wenhao Yu Mengzhao Jia Meng Jiang Francesco Barbieri ALM 51 28 0 15 Nov 2023
XplainLLM: A QA Explanation Dataset for Understanding LLM Decision-Making Zichen Chen Jianda Chen Mitali Gaidhani Ambuj K. Singh Misha Sra 43 4 0 15 Nov 2023
Efficient Continual Pre-training for Building Domain Specific Large Language Models Yong Xie Karan Aggarwal Aitzaz Ahmad CLL 47 21 0 14 Nov 2023
Are Large Language Models Temporally Grounded? Yifu Qiu Zheng Zhao Yftah Ziser Anna Korhonen Edoardo Ponti Shay B. Cohen LRM 28 8 0 14 Nov 2023
A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts Nafis Irtiza Tripto Saranya Venkatraman Dominik Macko Robert Moro Ivan Srba Adaku Uchendu Thai V. Le Dongwon Lee DeLMO 45 19 0 14 Nov 2023
MC $^2$ : Towards Transparent and Culturally-Aware NLP for Minority Languages in China Chen Zhang Mingxu Tao Quzhe Huang Jiuheng Lin Zhibin Chen Yansong Feng 33 2 0 14 Nov 2023
Anti-LM Decoding for Zero-shot In-context Machine Translation Suzanna Sia Alexandra DeLucia Kevin Duh 46 2 0 14 Nov 2023
Fast Chain-of-Thought: A Glance of Future from Parallel Decoding Leads to Answers Faster Hongxuan Zhang Zhining Liu Yao Zhao Jiaqi Zheng Chenyi Zhuang Jinjie Gu Guihai Chen LRM MLLM 25 1 0 14 Nov 2023
REST: Retrieval-Based Speculative Decoding Zhenyu He Zexuan Zhong Tianle Cai Jason D. Lee Di He RALM 28 81 0 14 Nov 2023
Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment Chong Li Shaonan Wang Jiajun Zhang Chengqing Zong 31 16 0 14 Nov 2023
Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding Peng Jin Ryuichi Takanobu Caiwan Zhang Xiaochun Cao Li-ming Yuan MLLM 41 227 0 14 Nov 2023
CPopQA: Ranking Cultural Concept Popularity by LLMs Ming Jiang Mansi Joshi 30 6 0 14 Nov 2023
Fair Abstractive Summarization of Diverse Perspectives Yusen Zhang Nan Zhang Yixin Liu Alexander R. Fabbri Junru Liu ... Caiming Xiong Jieyu Zhao Dragomir R. Radev Kathleen McKeown Rui Zhang 38 8 0 14 Nov 2023
On the Analysis of Cross-Lingual Prompt Tuning for Decoder-based Multilingual Model Nohil Park Joonsuk Park Kang Min Yoo Sungroh Yoon 41 3 0 14 Nov 2023
LM-Polygraph: Uncertainty Estimation for Language Models Ekaterina Fadeeva Roman Vashurin Akim Tsvigun Artem Vazhentsev Sergey Petrakov ... Elizaveta Goncharova Alexander Panchenko Maxim Panov Timothy Baldwin Artem Shelmanov 27 49 0 13 Nov 2023
What Large Language Models Bring to Text-rich VQA? Xuejing Liu Wei Tang Xinzhe Ni Jinghui Lu Rui Zhao Zechao Li Fei Tan 24 9 0 13 Nov 2023
Explain-then-Translate: An Analysis on Improving Program Translation with Self-generated Explanations Zilu Tang Mayank Agarwal Alex Shypula Bailin Wang Derry Wijaya Jie Chen Yoon Kim LRM 37 16 0 13 Nov 2023
Towards the Law of Capacity Gap in Distilling Language Models Chen Zhang Dawei Song Zheyu Ye Yan Gao ELM 43 20 0 13 Nov 2023
Tunable Soft Prompts are Messengers in Federated Learning Chenhe Dong Yuexiang Xie Bolin Ding Ying Shen Yaliang Li FedML 56 7 0 12 Nov 2023
AudioChatLlama: Towards General-Purpose Speech Abilities for LLMs Yassir Fathullah Chunyang Wu Egor Lakomkin Ke Li Junteng Jia Shangguan Yuan Jay Mahadeokar Ozlem Kalinli Christian Fuegen Michael Seltzer LM&MA MLLM AuLLM 29 35 0 12 Nov 2023
Simple and Effective Input Reformulations for Translation Brian Yu Hansen Lillemark Kurt Keutzer 44 0 0 12 Nov 2023
PerceptionGPT: Effectively Fusing Visual Perception into LLM Renjie Pi Lewei Yao Jiahui Gao Jipeng Zhang Tong Zhang MLLM 28 31 0 11 Nov 2023
Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language Models Shahriar Golchin Mihai Surdeanu 31 24 0 10 Nov 2023
Tamil-Llama: A New Tamil Language Model Based on Llama 2 Abhinand Balachandran 25 32 0 10 Nov 2023
CFBenchmark: Chinese Financial Assistant Benchmark for Large Language Model Yang Lei Jiangtong Li Dawei Cheng Zhijun Ding Changjun Jiang 26 10 0 10 Nov 2023
Efficiently Adapting Pretrained Language Models To New Languages Zoltan Csaki Pian Pawakapan Urmish Thakker Qiantong Xu CLL 39 18 0 09 Nov 2023
PRODIGy: a PROfile-based DIalogue Generation dataset Daniela Occhipinti Serra Sinem Tekiroğlu Marco Guerini 26 3 0 09 Nov 2023
Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset Haoyi Wu Wenyang Hui Yezeng Chen Weiqi Wu Kewei Tu Yi Zhou LRM 55 4 0 09 Nov 2023
Interpreting Pretrained Language Models via Concept Bottlenecks Zhen Tan Lu Cheng Song Wang Yuan Bo Wenlin Yao Huan Liu LRM 47 21 0 08 Nov 2023
Assessing Distractors in Multiple-Choice Tests Vatsal Raina Adian Liusie Mark Gales 21 0 0 08 Nov 2023
Evaluating multiple large language models in pediatric ophthalmology J. Holmes Rui Peng Yiwei Li Jinyu Hu Zheng Liu ... Wei Liu Hong Wei Jie Zou Tianming Liu Yi Shao AI4Ed ELM LM&MA 29 0 0 07 Nov 2023
Prompt Cache: Modular Attention Reuse for Low-Latency Inference In Gim Guojun Chen Seung-seob Lee Nikhil Sarda Anurag Khandelwal Lin Zhong 47 77 0 07 Nov 2023
Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models? Shaoyang Xu Junzhuo Li Deyi Xiong KELM 73 16 0 07 Nov 2023
Dissecting the Runtime Performance of the Training, Fine-tuning, and Inference of Large Language Models Longteng Zhang Xiang Liu Zeyu Li Xinglin Pan Peijie Dong ... Rui Guo Xin Wang Qiong Luo Shaoshuai Shi Xiaowen Chu 54 7 0 07 Nov 2023
Safurai-Csharp: Harnessing Synthetic Data to improve language-specific Code LLM Davide Cifarelli Leonardo Boiardi Alessandro Puppo Leon Jovanovic SyDa 25 1 0 06 Nov 2023