Title
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer Akari Asai Sneha Kudugunta Xinyan Velocity Yu Terra Blevins Hila Gonen Machel Reid Yulia Tsvetkov Sebastian Ruder Hannaneh Hajishirzi 49 54 0 24 May 2023
Allies: Prompting Large Language Model with Beam Search Hao Sun Xiao Liu Yeyun Gong Yan Zhang Daxin Jiang Linjun Yang Nan Duan RALM 33 5 0 24 May 2023
Mixture-of-Experts Meets Instruction Tuning:A Winning Combination for Large Language Models Sheng Shen Le Hou Yan-Quan Zhou Nan Du Shayne Longpre ... Vincent Zhao Hongkun Yu Kurt Keutzer Trevor Darrell Denny Zhou ALM MoE 43 54 0 24 May 2023
This Land is {Your, My} Land: Evaluating Geopolitical Biases in Language Models Bryan Li Samar Haider Chris Callison-Burch 28 16 0 24 May 2023
BAND: Biomedical Alert News Dataset Z. Fu Meiru Zhang Zaiqiao Meng Yannan Shen David L. Buckeridge Nigel Collier 25 3 0 23 May 2023
Having Beer after Prayer? Measuring Cultural Bias in Large Language Models Tarek Naous Michael Joseph Ryan Alan Ritter Wei Xu 39 86 0 23 May 2023
DirecT2V: Large Language Models are Frame-Level Directors for Zero-Shot Text-to-Video Generation Susung Hong Junyoung Seo Heeseong Shin Sung‐Jin Hong Seung Wook Kim DiffM VGen 31 34 0 23 May 2023
QLoRA: Efficient Finetuning of Quantized LLMs Tim Dettmers Artidoro Pagnoni Ari Holtzman Luke Zettlemoyer ALM 73 2,373 0 23 May 2023
WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia Sina J. Semnani Violet Z. Yao He Zhang M. Lam KELM AI4MH 30 72 0 23 May 2023
LLM-powered Data Augmentation for Enhanced Cross-lingual Performance Chenxi Whitehouse Monojit Choudhury Alham Fikri Aji SyDa LRM 37 70 0 23 May 2023
Multilingual Large Language Models Are Not (Yet) Code-Switchers Ruochen Zhang Samuel Cahyawijaya Jan Christian Blaise Cruz Genta Indra Winata Alham Fikri Aji LRM 38 53 0 23 May 2023
Goat: Fine-tuned LLaMA Outperforms GPT-4 on Arithmetic Tasks Tiedong Liu K. H. Low ALM 43 81 0 23 May 2023
DetGPT: Detect What You Need via Reasoning Renjie Pi Jiahui Gao Shizhe Diao Rui Pan Hanze Dong ... Lewei Yao Jianhua Han Hang Xu Lingpeng Kong Tong Zhang Tong Zhang LRM LM&Ro 27 92 0 23 May 2023
CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation Aswanth Kumar Ratish Puduppully Raj Dabre Anoop Kunchukuttan 49 12 0 23 May 2023
Revisiting Acceptability Judgements Hai Hu Ziyin Zhang Wei Huang J. Lai Aini Li Yi Ma Jiahui Huang Peng Zhang Chien-Jer Charles Lin Rui Wang 47 2 0 23 May 2023
DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text Jinyan Su Terry Yue Zhuo Di Wang Preslav Nakov DeLMO 58 123 0 23 May 2023
A Trip Towards Fairness: Bias and De-Biasing in Large Language Models Leonardo Ranaldi Elena Sofia Ruzzetti Davide Venditti Dario Onorati Fabio Massimo Zanzotto 45 35 0 23 May 2023
Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks Sherzod Hakimov David Schlangen VLM 36 5 0 23 May 2023
Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models Orevaoghene Ahia Sachin Kumar Hila Gonen Jungo Kasai David R. Mortensen Noah A. Smith Yulia Tsvetkov 53 82 0 23 May 2023
mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models Peiqin Lin Chengzhi Hu Zheyu Zhang André F. T. Martins Hinrich Schütze 37 1 0 23 May 2023
Towards Legally Enforceable Hate Speech Detection for Public Forums Chunyan Luo R. Bhambhoria Xiao-Dan Zhu Samuel Dahan AILaw 38 5 0 23 May 2023
Detecting and Mitigating Hallucinations in Multilingual Summarisation Yifu Qiu Yftah Ziser Anna Korhonen Edoardo Ponti Shay B. Cohen HILM 61 43 0 23 May 2023
Translation and Fusion Improves Zero-shot Cross-lingual Information Extraction Yang Chen Vedaant Shah Alan Ritter 29 4 0 23 May 2023
Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations Chenglei Si Dan Friedman Nitish Joshi Shi Feng Danqi Chen He He 13 42 0 22 May 2023
Multi-Task Instruction Tuning of LLaMa for Specific Scenarios: A Preliminary Study on Writing Assistance Yue Zhang Leyang Cui Deng Cai Xinting Huang Tao Fang Wei Bi ALM 34 36 0 22 May 2023
A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity Shayne Longpre Gregory Yauney Emily Reif Katherine Lee Adam Roberts ... Denny Zhou Jason W. Wei Kevin Robinson David M. Mimno Daphne Ippolito 31 150 0 22 May 2023
Extrapolating Multilingual Understanding Models as Multilingual Generators Bohong Wu Fei Yuan Hai Zhao Lei Li Jingjing Xu AI4CE 27 2 0 22 May 2023
AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the Web M. Schlichtkrull Zhijiang Guo Andreas Vlachos 23 65 0 22 May 2023
Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models Ratish Puduppully Anoop Kunchukuttan Raj Dabre Ai Ti Aw Nancy F. Chen VLM 51 0 0 22 May 2023
AudioToken: Adaptation of Text-Conditioned Diffusion Models for Audio-to-Image Generation Guy Yariv Itai Gat Lior Wolf Yossi Adi Idan Schwartz DiffM 39 21 0 22 May 2023
RWKV: Reinventing RNNs for the Transformer Era Bo Peng Eric Alcaide Quentin G. Anthony Alon Albalak Samuel Arcadinho ... Qihang Zhao P. Zhou Qinghua Zhou Jian Zhu Rui-Jie Zhu 97 562 0 22 May 2023
Iterative Forward Tuning Boosts In-Context Learning in Language Models Jiaxi Yang Binyuan Hui Min Yang Bailin Wang Bowen Li Binhua Li Fei Huang Yongbin Li 41 16 0 22 May 2023
Textually Pretrained Speech Language Models Michael Hassid Tal Remez Tu Nguyen Itai Gat Alexis Conneau ... Alexandre Défossez Gabriel Synnaeve Emmanuel Dupoux Roy Schwartz Yossi Adi VLM SyDa 51 54 0 22 May 2023
MaNtLE: Model-agnostic Natural Language Explainer Rakesh R Menon Kerem Zaman Shashank Srivastava FAtt LRM 26 2 0 22 May 2023
llm-japanese-dataset v0: Construction of Japanese Chat Dataset for Large Language Models and its Methodology Masanori Hirano Masahiro Suzuki Hiroki Sakaji 23 6 0 22 May 2023
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond Abhinav Ramesh Kashyap Thang-Tung Nguyen Viktor Schlegel Stefan Winkler See-Kiong Ng Soujanya Poria AI4TS 3DV SSL 42 6 0 22 May 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Rada Mihalcea LRM 46 6 0 21 May 2023
Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs Yatin Nandwani Vineet Kumar Dinesh Raghu Sachindra Joshi Luis A. Lastras 35 6 0 20 May 2023
Paragraph-level Citation Recommendation based on Topic Sentences as Queries Zoran Medic Jan Snajder 3DV 31 0 0 20 May 2023
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages Ayyoob Imani Peiqin Lin Amir Hossein Kargaran Silvia Severini Masoud Jalili Sabet ... Chunlan Ma Helmut Schmid André F. T. Martins François Yvon Hinrich Schütze ALM LRM 49 96 0 20 May 2023
XuanYuan 2.0: A Large Chinese Financial Chat Model with Hundreds of Billions Parameters Xuanyu Zhang Qing Yang Dongliang Xu ALM OSLM 37 97 0 19 May 2023
Self-QA: Unsupervised Knowledge Guided Language Model Alignment Xuanyu Zhang Qing Yang ALM 25 10 0 19 May 2023
Reducing Sequence Length by Predicting Edit Operations with Large Language Models Masahiro Kaneko Naoaki Okazaki 26 4 0 19 May 2023
Prompting with Pseudo-Code Instructions Mayank Mishra Prince Kumar Riyaz Ahmad Bhat V. Rudramurthy Danish Contractor Srikanth G. Tamilselvam 47 13 0 19 May 2023
LLM-Pruner: On the Structural Pruning of Large Language Models Xinyin Ma Gongfan Fang Xinchao Wang 34 375 0 19 May 2023
PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning Chengfeng Dou Zhi Jin Wenpin Jiao Haiyan Zhao Zhengwei Tao Yongqiang Zhao LM&MA MedIm 33 7 0 19 May 2023
TELeR: A General Taxonomy of LLM Prompts for Benchmarking Complex Tasks Shubhra (Santu) Karmaker Dongji Feng 33 51 0 19 May 2023
Visualizing Linguistic Diversity of Text Datasets Synthesized by Large Language Models Emily Reif Minsuk Kahng S. Petridis 30 6 0 19 May 2023
Language Models Meet World Models: Embodied Experiences Enhance Language Models Jiannan Xiang Tianhua Tao Yi Gu Tianmin Shu Zirui Wang Zichao Yang Zhiting Hu ALM LLMAG LM&Ro CLL 47 94 0 18 May 2023
IMAD: IMage-Augmented multi-modal Dialogue Viktor Moskvoretskii Anton Frolov Denis Kuznetsov 32 4 0 17 May 2023