Title
Learning to Paraphrase Sentences to Different Complexity Levels Alison Chi Li-Kuang Chen Yi-Chen Chang Shu-Hui Lee Jason J. S. Chang 24 10 0 04 Aug 2023
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control Anthony Brohan Noah Brown Justice Carbajal Yevgen Chebotar Xi Chen ... Ted Xiao Peng Xu Sichun Xu Tianhe Yu Brianna Zitkovich LM&Ro LRM 35 1,116 0 28 Jul 2023
Exploiting the Potential of Seq2Seq Models as Robust Few-Shot Learners Jihyeon Janel Lee Dain Kim Doohae Jung Boseop Kim Kyoung-Woon On 30 0 0 27 Jul 2023
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis Izzeddin Gur Hiroki Furuta Austin Huang Mustafa Safdari Yutaka Matsuo Douglas Eck Aleksandra Faust LM&Ro LLMAG 39 201 0 24 Jul 2023
Incorporating Human Translator Style into English-Turkish Literary Machine Translation Zeynep Yi̇rmi̇beşoğlu Olgun Dursun Harun Dalli Mehmet Şahin Ena Hodzik Sabri Gürses Tunga Güngör 23 0 0 21 Jul 2023
A Comprehensive Overview of Large Language Models Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Ajmal Mian OffRL 70 538 0 12 Jul 2023
Large Language Models as Batteries-Included Zero-Shot ESCO Skills Matchers Benjamin Clavié Guillaume Soulié 26 11 0 07 Jul 2023
Lost in the Middle: How Language Models Use Long Contexts Nelson F. Liu Kevin Lin John Hewitt Ashwin Paranjape Michele Bevilacqua Fabio Petroni Percy Liang RALM 40 1,438 0 06 Jul 2023
Trainable Transformer in Transformer A. Panigrahi Sadhika Malladi Mengzhou Xia Sanjeev Arora VLM 32 13 0 03 Jul 2023
Opportunities for Large Language Models and Discourse in Engineering Design Jan Göpfert J. Weinand Patrick Kuckertz D. Stolten AI4CE 42 4 0 15 Jun 2023
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 43 723 0 14 Jun 2023
INT2.1: Towards Fine-Tunable Quantized Large Language Models with Error Correction through Low-Rank Adaptation Yuji Chai John Gkountouras Glenn G. Ko David Brooks Gu-Yeon Wei MQ 38 19 0 13 Jun 2023
AraMUS: Pushing the Limits of Data and Model Scale for Arabic Natural Language Processing Asaad Alghamdi Xinyu Duan Wei Jiang Zhenhai Wang Yimeng Wu ... Yifei Zheng Mehdi Rezagholizadeh Baoxing Huai Peilun Cheng Abbas Ghaddar VLM 31 8 0 11 Jun 2023
INSTRUCTEVAL: Towards Holistic Evaluation of Instruction-Tuned Large Language Models Yew Ken Chia Pengfei Hong Lidong Bing Soujanya Poria ELM 33 63 0 07 Jun 2023
On "Scientific Debt" in NLP: A Case for More Rigour in Language Model Pre-Training Research Made Nindyatama Nityasya Haryo Akbarianto Wibowo Alham Fikri Aji Genta Indra Winata Radityo Eko Prasojo Phil Blunsom A. Kuncoro 27 8 0 05 Jun 2023
TIES-Merging: Resolving Interference When Merging Models Prateek Yadav Derek Tam Leshem Choshen Colin Raffel Joey Tianyi Zhou MoMe 65 261 0 02 Jun 2023
On Masked Pre-training and the Marginal Likelihood Pablo Moreno-Muñoz Pol G. Recasens Søren Hauberg SSL 32 5 0 01 Jun 2023
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge Xingyu Fu Shenmin Zhang Gukyeong Kwon Pramuditha Perera Henghui Zhu ... Zhiguo Wang Vittorio Castelli Patrick Ng Dan Roth Bing Xiang 35 19 0 30 May 2023
PaLI-X: On Scaling up a Multilingual Vision and Language Model Xi Chen Josip Djolonga Piotr Padlewski Basil Mustafa Soravit Changpinyo ... Mojtaba Seyedhosseini A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut VLM 73 190 0 29 May 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 54 180 0 29 May 2023
Large Language Models Are Partially Primed in Pronoun Interpretation S. Lam Qingcheng Zeng Kexun Zhang Chenyu You Rob Voigt 23 4 0 26 May 2023
UNITE: A Unified Benchmark for Text-to-SQL Evaluation Wuwei Lan Zhiguo Wang Anuj Chauhan Henghui Zhu Alexander Hanbo Li ... Jiarong Jiang Stephen M. Ash Vittorio Castelli Patrick Ng Bing Xiang ELM LMTD 37 8 0 25 May 2023
Scaling Data-Constrained Language Models Niklas Muennighoff Alexander M. Rush Boaz Barak Teven Le Scao Aleksandra Piktus Nouamane Tazi S. Pyysalo Thomas Wolf Colin Raffel ALM 38 201 0 25 May 2023
Scan and Snap: Understanding Training Dynamics and Token Composition in 1-layer Transformer Yuandong Tian Yiping Wang Beidi Chen S. Du MLT 36 72 0 25 May 2023
Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models Geewook Kim Hodong Lee D. Kim Haeji Jung S. Park Yoon Kim Sangdoo Yun Taeho Kil Bado Lee Seunghyun Park VLM 48 4 0 24 May 2023
Sentiment Analysis in the Era of Large Language Models: A Reality Check Wenxuan Zhang Yue Deng Bing-Quan Liu Sinno Jialin Pan Lidong Bing AI4MH 33 265 0 24 May 2023
A RelEntLess Benchmark for Modelling Graded Relations between Named Entities Asahi Ushio Jose Camacho-Collados Steven Schockaert 32 1 0 24 May 2023
Universal Self-Adaptive Prompting Xingchen Wan Ruoxi Sun Hootan Nakhost H. Dai Julian Martin Eisenschlos Sercan Ö. Arik Tomas Pfister LRM 38 9 0 24 May 2023
Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models Natalie Shapira Mosh Levy S. Alavi Xuhui Zhou Yejin Choi Yoav Goldberg Maarten Sap Vered Shwartz LLMAG ELM 33 117 0 24 May 2023
Training Transitive and Commutative Multimodal Transformers with LoReTTa Manuel Tran Yashin Dicente Cid Amal Lahiani Fabian J. Theis Tingying Peng Eldad Klaiman 26 2 0 23 May 2023
ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding Uri Shaham Maor Ivgi Avia Efrat Jonathan Berant Omer Levy VLM 46 127 0 23 May 2023
When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale Christos Baziotis Biao Zhang Alexandra Birch Barry Haddow 32 2 0 23 May 2023
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning Seungone Kim Se June Joo Doyoung Kim Joel Jang Seonghyeon Ye Jamin Shin Minjoon Seo ALM RALM LRM 23 96 0 23 May 2023
Can Large Language Models Capture Dissenting Human Voices? Noah Lee Na Min An James Thorne ALM 47 30 0 23 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 49 0 0 22 May 2023
Task-agnostic Distillation of Encoder-Decoder Language Models Chen Zhang Yang Yang Jingang Wang Dawei Song 33 4 0 21 May 2023
Multimodal Web Navigation with Instruction-Finetuned Foundation Models Hiroki Furuta Kuang-Huei Lee Ofir Nachum Yutaka Matsuo Aleksandra Faust S. Gu Izzeddin Gur LM&Ro 36 93 0 19 May 2023
Cross-Lingual Supervision improves Large Language Models Pre-training Andrea Schioppa Xavier Garcia Orhan Firat LRM 29 12 0 19 May 2023
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences David C. Uthus Santiago Ontañón Joshua Ainslie Mandy Guo VLM 28 10 0 18 May 2023
PaLM 2 Technical Report Rohan Anil Andrew M. Dai Orhan Firat Melvin Johnson Dmitry Lepikhin ... Ce Zheng Wei Zhou Denny Zhou Slav Petrov Yonghui Wu ReLM LRM 128 1,152 0 17 May 2023
Multi-task Paired Masking with Alignment Modeling for Medical Vision-Language Pre-training Kecheng Zhang Jing Zhang Jun Yu Han Jiang Jianping Fan Qing-An Huang Weidong Han MedIm 38 29 0 13 May 2023
Large Language Models Need Holistically Thought in Medical Conversational QA Yixuan Weng Bin Li Fei Xia Minjun Zhu Bing Sun Shizhu He Kang Liu Jun Zhao LM&MA AI4MH LRM DiffM ELM 30 5 0 09 May 2023
MoT: Memory-of-Thought Enables ChatGPT to Self-Improve Xiaonan Li Xipeng Qiu ReLM KELM LRM AI4MH 29 33 0 09 May 2023
The Current State of Summarization Fabian Retkowski 23 6 0 08 May 2023
A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training Nitay Calderon Subhabrata Mukherjee Roi Reichart Amir Kantor 44 17 0 03 May 2023
Domain Mastery Benchmark: An Ever-Updating Benchmark for Evaluating Holistic Domain Knowledge of Large Language Model--A Preliminary Release Zhouhong Gu Xiaoxuan Zhu Haoning Ye Lin Zhang Zhuozhi Xiong Zihan Li Qi He Sihang Jiang Hongwei Feng Yanghua Xiao ELM ALM 47 2 0 23 Apr 2023
Cerebras-GPT: Open Compute-Optimal Language Models Trained on the Cerebras Wafer-Scale Cluster Nolan Dey Gurpreet Gosal Zhiming Chen Chen Hemant Khachane William Marshall Ribhu Pathria Marvin Tom Joel Hestness MoE LRM 25 100 0 06 Apr 2023
CQSumDP: A ChatGPT-Annotated Resource for Query-Focused Abstractive Summarization Based on Debatepedia Md Tahmid Rahman Laskar Mizanur Rahman Israt Jahan Enamul Hoque J. Huang 43 8 0 31 Mar 2023
BloombergGPT: A Large Language Model for Finance Shijie Wu Ozan Irsoy Steven Lu Vadim Dabravolski Mark Dredze Sebastian Gehrmann P. Kambadur David S. Rosenberg Gideon Mann AIFin 99 793 0 30 Mar 2023
CoLT5: Faster Long-Range Transformers with Conditional Computation Joshua Ainslie Tao Lei Michiel de Jong Santiago Ontañón Siddhartha Brahma ... Mandy Guo James Lee-Thorp Yi Tay Yun-hsuan Sung Sumit Sanghai LLMAG 39 63 0 17 Mar 2023