Title
TRAM: Bridging Trust Regions and Sharpness Aware Minimization Tom Sherborne Naomi Saphra Pradeep Dasigi Hao Peng 32 4 0 05 Oct 2023
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback Viet Dac Lai Chien Van Nguyen Nghia Trung Ngo Thuat Nguyen Franck Dernoncourt Ryan A. Rossi Thien Huu Nguyen ALM 42 131 0 29 Jul 2023
Gradient Sparsification For Masked Fine-Tuning of Transformers J. Ó. Neill Sourav Dutta 27 0 0 19 Jul 2023
Disco-Bench: A Discourse-Aware Evaluation Benchmark for Language Modelling Longyue Wang Zefeng Du Donghua Liu Cai Deng Dian Yu Haiyun Jiang Yan Wang Leyang Cui Shuming Shi Zhaopeng Tu CoGe 60 6 0 16 Jul 2023
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding Bolei Ma Ercong Nie Helmut Schmid Hinrich Schütze AAML VLM LRM 37 8 0 15 Jul 2023
Multi-Dimensional Ability Diagnosis for Machine Learning Algorithms Qi Liu Zhengze Gong Zhenya Huang Chuanren Liu Hengshu Zhu Zhi Li Enhong Chen Hui Xiong 32 0 0 14 Jul 2023
Self-Distilled Quantization: Achieving High Compression Rates in Transformer-Based Language Models James OÑeill Sourav Dutta VLM MQ 42 1 0 12 Jul 2023
Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing Tom Sherborne Tom Hosking Mirella Lapata OT 24 4 0 09 Jul 2023
Monolingual and Cross-Lingual Knowledge Transfer for Topic Classification D. Karpov Andrey Kravchenko 21 2 0 13 Jun 2023
T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text Classification Inigo Jauregi Unanue Gholamreza Haffari Massimo Piccardi VLM 24 8 0 08 Jun 2023
XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations Yusen Zhang Jun Wang Zhiguo Wang Rui Zhang VLM 76 9 0 07 Jun 2023
bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark Momchil Hardalov Pepa Atanasova Todor Mihaylov G. Angelova K. Simov P. Osenova Ves Stoyanov Ivan Koychev Preslav Nakov Dragomir R. Radev ELM FedML 29 4 0 04 Jun 2023
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets Md Tahmid Rahman Laskar M Saiful Bari Mizanur Rahman Md Amran Hossen Bhuiyan Chenyu You J. Huang LM&MA ELM ALM 49 179 0 29 May 2023
Revisiting non-English Text Simplification: A Unified Multilingual Benchmark Michael Joseph Ryan Tarek Naous Wei-ping Xu 31 25 0 25 May 2023
LAraBench: Benchmarking Arabic AI with Large Language Models Ahmed Abdelali Hamdy Mubarak Shammur A. Chowdhury Maram Hasanain Basel Mousi ... Yousseif Elshahawy Ahmed M. Ali Nadir Durrani Natasa Milic-Frayling Firoj Alam ELM LM&MA 18 19 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 44 54 0 24 May 2023
GlobalBench: A Benchmark for Global Progress in Natural Language Processing Yueqi Song Catherine Cui Simran Khanuja Pengfei Liu Fahim Faisal ... Alham Fikri Aji Samuel Cahyawijaya Yulia Tsvetkov Antonios Anastasopoulos Graham Neubig 27 7 0 24 May 2023
Extrapolating Multilingual Understanding Models as Multilingual Generators Bohong Wu Fei Yuan Hai Zhao Lei Li Jingjing Xu AI4CE 25 2 0 22 May 2023
Machine-Created Universal Language for Cross-lingual Transfer Yaobo Liang Quanzhi Zhu Junhe Zhao Nan Duan 25 7 0 22 May 2023
DUMB: A Benchmark for Smart Evaluation of Dutch Models Wietse de Vries Martijn B. Wieling Malvina Nissim ELM ALM MoE 34 6 0 22 May 2023
VNHSGE: VietNamese High School Graduation Examination Dataset for Large Language Models Dao Xuan-Quy Le Ngoc-Bich Vo The-Duy Phan Xuan-Dung Ngo Bac-Bien Nguyen Van-Tien Nguyen Thi-My-Thanh Nguyen Hong-Phuoc 27 16 0 20 May 2023
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages Sebastian Ruder J. Clark Alexander Gutkin Mihir Kale Min Ma ... Dan Garrette R. Ingle Melvin Johnson Dmitry Panteleev Partha P. Talukdar ELM 26 38 0 19 May 2023
Separating form and meaning: Using self-consistency to quantify task understanding across multiple senses Xenia Ohmer Elia Bruni Dieuwke Hupkes LRM 26 13 0 19 May 2023
Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast Yiduo Guo Yaobo Liang Dongyan Zhao Bin Liu Du Nan CLL 41 1 0 19 May 2023
What's the Meaning of Superhuman Performance in Today's NLU? Simone Tedeschi Johan Bos T. Declerck Jan Hajic Daniel Hershcovich ... Simon Krek Steven Schockaert Rico Sennrich Ekaterina Shutova Roberto Navigli ELM LM&MA VLM ReLM LRM 39 26 0 15 May 2023
What is the best recipe for character-level encoder-only modelling? Kris Cao 42 2 0 09 May 2023
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning Viet Dac Lai Nghia Trung Ngo Amir Pouran Ben Veyseh Hieu Man Franck Dernoncourt Trung Bui Thien Huu Nguyen ELM LM&MA 30 268 0 12 Apr 2023
ScandEval: A Benchmark for Scandinavian Natural Language Processing Dan Saattrup Nielsen ELM 26 14 0 03 Apr 2023
MEGA: Multilingual Evaluation of Generative AI Kabir Ahuja Harshita Diddee Rishav Hada Millicent Ochieng Krithika Ramesh ... T. Ganu Sameer Segal Maxamed Axmed Kalika Bali Sunayana Sitaram LM&MA LRM ELM 27 269 0 22 Mar 2023
XWikiGen: Cross-lingual Summarization for Encyclopedic Text Generation in Low Resource Languages Dhaval Taunk Shivprasad Sagare Anupam Patil Shivansh Subramanian Manish Gupta Vasudeva Varma 25 3 0 22 Mar 2023
Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval Shunyu Zhang Yaobo Liang Ming Gong Daxin Jiang Nan Duan 25 4 0 03 Feb 2023
Zero-shot cross-lingual transfer language selection using linguistic similarity J. Eronen M. Ptaszynski Fumito Masui 24 33 0 31 Jan 2023
FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs Niels van der Heijden Ekaterina Shutova H. Yannakoudakis 23 0 0 25 Jan 2023
ORCA: A Challenging Benchmark for Arabic Language Understanding AbdelRahim Elmadany El Moatez Billah Nagoudi Muhammad Abdul-Mageed ELM 17 40 0 21 Dec 2022
The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and Challenges Genta Indra Winata Alham Fikri Aji Zheng-Xin Yong Thamar Solorio 37 33 0 19 Dec 2022
NusaCrowd: Open Source Initiative for Indonesian NLP Resources Samuel Cahyawijaya Holy Lovenia Alham Fikri Aji Genta Indra Winata Bryan Wilie ... Timothy Baldwin Sebastian Ruder Herry Sujaini S. Sakti Ayu Purwarianti 39 48 0 19 Dec 2022
DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue William B. Held Christopher Hidey Fei Liu Eric Zhu Rahul Goel Diyi Yang Rushin Shah 34 0 0 15 Dec 2022
Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages Sumanth Doddapaneni Rahul Aralikatte Gowtham Ramesh Shreyansh Goyal Mitesh M. Khapra Anoop Kunchukuttan Pratyush Kumar ELM 47 81 0 11 Dec 2022
This is the way: designing and compiling LEPISZCZE, a comprehensive NLP benchmark for Polish Lukasz Augustyniak Kamil Tagowski Albert Sawczyn Denis Janiak Roman Bartusiak ... Arkadiusz Janz Piotr Szymañski M. Morzy Tomasz Kajdanowicz Maciej Piasecki 18 10 0 23 Nov 2022
Casual Conversations v2: Designing a large consent-driven dataset to measure algorithmic bias and robustness C. Hazirbas Yejin Bang Tiezheng Yu Parisa Assar Bilal Porgali ... Jacqueline Pan Emily McReynolds Miranda Bogen Pascale Fung Cristian Canton Ferrer 32 8 0 10 Nov 2022
Local Structure Matters Most in Most Languages Louis Clouâtre Prasanna Parthasarathi Amal Zouaq Sarath Chandar 39 1 0 09 Nov 2022
Detecting Languages Unintelligible to Multilingual Models through Local Structure Probes Louis Clouâtre Prasanna Parthasarathi Amal Zouaq Sarath Chandar 33 3 0 09 Nov 2022
Federated Multilingual Models for Medical Transcript Analysis Andre Manoel Mirian Hipolito Garcia Tal Baumel Shize Su Jialei Chen Dan Miller D. Karmon Robert Sim Dimitrios Dimitriadis 22 13 0 04 Nov 2022
IDK-MRC: Unanswerable Questions for Indonesian Machine Reading Comprehension Rifki Afina Putri Alice Oh 33 9 0 25 Oct 2022
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models Lifu Tu Caiming Xiong Yingbo Zhou VLM AAML LRM 92 27 0 22 Oct 2022
Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages Paul Röttger Debora Nozza Federico Bianchi Dirk Hovy 29 10 0 20 Oct 2022
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation Deng Cai Xin Li Jackie Chun-Sing Ho Lidong Bing W. Lam 23 6 0 18 Oct 2022
Bootstrapping Multilingual Semantic Parsers using Large Language Models Abhijeet Awasthi Nitish Gupta Bidisha Samanta Shachi Dave Sunita Sarawagi Partha P. Talukdar 43 7 0 13 Oct 2022
Voteñ'Rank: Revision of Benchmarking with Social Choice Theory Mark Rofin Vladislav Mikhailov Mikhail Florinskiy A. Kravchenko E. Tutubalina Tatiana Shavrina Daniel Karabekyan Ekaterina Artemova 24 8 0 11 Oct 2022
Multilingual BERT has an accent: Evaluating English influences on fluency in multilingual models Isabel Papadimitriou Kezia Lopez Daniel Jurafsky 21 0 0 11 Oct 2022