Title
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks Sanchit Ahuja Divyanshu Aggarwal Varun Gumma Ishaan Watts Ashutosh Sathe ... Rishav Hada Prachi Jain Maxamed Axmed Kalika Bali Sunayana Sitaram ELM 27 39 0 13 Nov 2023
Do large language models and humans have similar behaviors in causal inference with script knowledge? Xudong Hong Margarita Ryzhova Daniel Adrian Biondi Ram Sarkar 30 5 0 13 Nov 2023
Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models? Shaoyang Xu Junzhuo Li Deyi Xiong KELM 55 15 0 07 Nov 2023
Improving Machine Translation with Large Language Models: A Preliminary Study with Cooperative Decoding Jiali Zeng Fandong Meng Yongjing Yin Jie Zhou 21 10 0 06 Nov 2023
Continual Learning Under Language Shift Evangelia Gogoulou Timothée Lesort Magnus Boman Joakim Nivre KELM CLL 24 3 0 02 Nov 2023
X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity Taejun Yun Jinhyeon Kim Deokyeong Kang Seong Hoon Lim Jihoon Kim Taeuk Kim 27 0 0 26 Oct 2023
Enhanced Simultaneous Machine Translation with Word-level Policies Kang Kim Hankyu Cho 38 3 0 25 Oct 2023
Dissecting In-Context Learning of Translations in GPTs Vikas Raunak Hany Awadalla Arul Menezes 42 1 0 24 Oct 2023
Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages Libo Qin Qiguang Chen Fuxuan Wei Shijue Huang Wanxiang Che LRM 22 71 0 23 Oct 2023
On Bilingual Lexicon Induction with Large Language Models Yaoyiran Li Anna Korhonen Ivan Vulić 26 3 0 21 Oct 2023
Tokenizer Choice For LLM Training: Negligible or Crucial? Mehdi Ali Michael Fromm Klaudia Thellmann Richard Rutmann Max Lübbering ... Malte Ostendorff Samuel Weinbach R. Sifa Stefan Kesselheim Nicolas Flores-Herr 21 47 0 12 Oct 2023
Leveraging Twitter Data for Sentiment Analysis of Transit User Feedback: An NLP Framework Adway Das Abhishek Kumar Prajapati Pengxiang Zhang Mukund Srinath A. Ranjbari 9 2 0 11 Oct 2023
Zero Resource Code-switched Speech Benchmark Using Speech Utterance Pairs For Multiple Spoken Languages Kuan-Po Huang Chih-Kai Yang Yu-Kuan Fu Ewan Dunbar Hung-yi Lee 29 5 0 04 Oct 2023
Tool-Augmented Reward Modeling Lei Li Yekun Chai Shuohuan Wang Yu Sun Hao Tian Ningyu Zhang Hua-Hong Wu OffRL 38 13 0 02 Oct 2023
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines Xin Cheng Xun Wang Tao Ge Si-Qing Chen Y. Li Dongyan Zhao Rui Yan 58 2 0 29 Sep 2023
X-PARADE: Cross-Lingual Textual Entailment and Information Divergence across Paragraphs Juan Diego Rodriguez Katrin Erk Greg Durrett 23 4 0 16 Sep 2023
Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings Chen Cecilia Liu Fajri Koto Timothy Baldwin Iryna Gurevych LRM 30 17 0 15 Sep 2023
SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects David Ifeoluwa Adelani Hannah Liu Xiaoyu Shen Nikita Vassilyev Jesujoba Oluwadara Alabi Yanke Mao Haonan Gao Annie En-Shiun Lee ELM 27 59 0 14 Sep 2023
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning Bin Wang Zhengyuan Liu Xin Huang Fangkai Jiao Yang Ding A. Aw Nancy F. Chen LRM 19 63 0 09 Sep 2023
EPA: Easy Prompt Augmentation on Large Language Models via Multiple Sources and Multiple Targets Hongyuan Lu Wai Lam 6 1 0 09 Sep 2023
HAE-RAE Bench: Evaluation of Korean Knowledge in Language Models Guijin Son Hanwool Albert Lee Suwan Kim Huiseo Kim Jaecheol Lee Je Won Yeom Jihyu Jung Jung Woo Kim Songseong Kim RALM ELM 26 20 0 06 Sep 2023
The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants Lucas Bandarkar Davis Liang Benjamin Muller Mikel Artetxe Satya Narayan Shukla Don Husa Naman Goyal Abhinandan Krishnan Luke Zettlemoyer Madian Khabsa 28 128 0 31 Aug 2023
Bringing order into the realm of Transformer-based language models for artificial intelligence and law C. M. Greco Andrea Tagarelli AILaw 14 19 0 10 Aug 2023
Do Multilingual Language Models Think Better in English? Julen Etxaniz Gorka Azkune Aitor Soroa Etxabe Oier López de Lacalle Mikel Artetxe LRM 25 57 0 02 Aug 2023
Generative Models as a Complex Systems Science: How can we make sense of large language model behavior? Ari Holtzman Peter West Luke Zettlemoyer AI4CE 13 13 0 31 Jul 2023
An Effective Data Creation Pipeline to Generate High-quality Financial Instruction Data for Large Language Model Ziao Wang Jianning Wang Junda Wu Xiaofeng Zhang ALM 21 0 0 31 Jul 2023
PolyLM: An Open Source Polyglot Large Language Model Xiangpeng Wei Hao-Ran Wei Huan Lin Tianhao Li Pei Zhang ... Yu Bowen Dayiheng Liu Baosong Yang Fei Huang Jun Xie LRM 32 55 0 12 Jul 2023
BLUEX: A benchmark based on Brazilian Leading Universities Entrance eXams Thales Sales Almeida Thiago Laitz Giovana K. Bonás Rodrigo Nogueira ELM 11 5 0 11 Jul 2023
TIM: Teaching Large Language Models to Translate with Comparison Jiali Zeng Fandong Meng Yongjing Yin Jie Zhou 24 53 0 10 Jul 2023
Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts Xuan-Phi Nguyen Sharifah Mahani Aljunied Shafiq R. Joty Lidong Bing 18 32 0 20 Jun 2023
Lost in Translation: Large Language Models in Non-English Content Analysis Gabriel Nicholas Aliya Bhatia ELM 13 33 0 12 Jun 2023
Language Versatilists vs. Specialists: An Empirical Revisiting on Multilingual Transfer Ability Jiacheng Ye Xijia Tao Lingpeng Kong LRM 28 22 0 11 Jun 2023
ModuleFormer: Modularity Emerges from Mixture-of-Experts Yikang Shen Zheyu Zhang Tianyou Cao Shawn Tan Zhenfang Chen Chuang Gan KELM MoE 25 6 0 07 Jun 2023
XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations Yusen Zhang J. Wang Zhiguo Wang Rui Zhang VLM 48 9 0 07 Jun 2023
RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation Gabriele Sarti Phu Mon Htut Xing Niu B. Hsu Anna Currey Georgiana Dinu Maria Nadejde LRM 35 9 0 26 May 2023
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation Marco Bellagente Manuel Brack H. Teufel Felix Friedrich Bjorn Deiseroth ... Koen Oostermeijer Andres Felipe Cruz Salinas P. Schramowski Kristian Kersting Samuel Weinbach 36 15 0 24 May 2023
Cross-lingual QA: A Key to Unlocking In-context Cross-lingual Performance SunKyoung Kim Dayeon Ki Yireun Kim Jinsik Lee LRM 11 3 0 24 May 2023
Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions Jiahuan Li Hao Zhou Shujian Huang Shan Chen Jiajun Chen LRM 27 54 0 24 May 2023
Bactrian-X: Multilingual Replicable Instruction-Following Models with Low-Rank Adaptation Haonan Li Fajri Koto Minghao Wu Alham Fikri Aji Timothy Baldwin ALM 16 74 0 24 May 2023
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 31 53 0 24 May 2023
When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale Christos Baziotis Biao Zhang Alexandra Birch Barry Haddow 30 2 0 23 May 2023
CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation Aswanth Kumar Ratish Puduppully Raj Dabre Anoop Kunchukuttan 36 12 0 23 May 2023
Small Language Models Improve Giants by Rewriting Their Outputs Giorgos Vernikos Arthur Bravzinskas Jakub Adamek Jonathan Mallinson Aliaksei Severyn Eric Malmi BDL LRM 20 14 0 22 May 2023
Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models Ratish Puduppully Anoop Kunchukuttan Raj Dabre A. Aw Nancy F. Chen VLM 39 0 0 22 May 2023
Cross-Lingual Supervision improves Large Language Models Pre-training Andrea Schioppa Xavier Garcia Orhan Firat LRM 10 12 0 19 May 2023
Towards More Robust NLP System Evaluation: Handling Missing Scores in Benchmarks Anas Himmi Ekhine Irurozki Nathan Noiry Stéphan Clémençon Pierre Colombo 19 5 0 17 May 2023
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting Haoyang Huang Tianyi Tang Dongdong Zhang Wayne Xin Zhao Ting Song Yan Xia Furu Wei LRM 27 152 0 11 May 2023
Chain-of-Dictionary Prompting Elicits Translation in Large Language Models Hongyuan Lu Haoran Yang Haoyang Huang Dongdong Zhang Wai Lam Furu Wei LRM AI4CE 25 15 0 11 May 2023
The Role of Data Curation in Image Captioning Wenyan Li Jonas F. Lotz Chen Qiu Desmond Elliott DiffM 27 6 0 05 May 2023
Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory Xin Cheng Di Luo Xiuying Chen Lemao Liu Dongyan Zhao Rui Yan RALM 145 91 0 03 May 2023