Title
TOAST: Transfer Learning via Attention Steering Baifeng Shi Siyu Gai Trevor Darrell Xin Wang 75 13 0 24 May 2023
Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation Yuan Yang Siheng Xiong Ali Payani Ehsan Shareghi Faramarz Fekri LRM 84 40 0 24 May 2023
Task-aware Distributed Source Coding under Dynamic Bandwidth Po-han Li S. Ankireddy Ruihan Zhao Hossein Nourkhiz Mahjoub Ehsan Moradi-Pari Ufuk Topcu Sandeep Chinchali Hyeji Kim 92 10 0 24 May 2023
READ: Recurrent Adaptation of Large Transformers Sida I. Wang John Nguyen Ke Li Carole-Jean Wu 55 11 0 24 May 2023
Visual Programming for Text-to-Image Generation and Evaluation Jaemin Cho Abhaysinh Zala Joey Tianyi Zhou MLLM 119 51 0 24 May 2023
Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model Zirui Liu Guanchu Wang Shaochen Zhong Zhaozhuo Xu Daochen Zha ... Zhimeng Jiang Kaixiong Zhou Vipin Chaudhary Shuai Xu Helen Zhou 102 15 0 24 May 2023
Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM Eliya Nachmani Alon Levkovitch Roy Hirsch Julián Salazar Chulayutsh Asawaroengchai Soroosh Mariooryad Ehud Rivlin RJ Skerry-Ryan Michelle Tadmor Ramanovich AuLLM 112 45 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 122 57 0 24 May 2023
Have LLMs Advanced Enough? A Challenging Problem Solving Benchmark For Large Language Models Daman Arora H. Singh Mausam ELM LRM 134 55 0 24 May 2023
Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning Ximing Lu Faeze Brahman Peter West Jaehun Jang Khyathi Chandu ... Bill Yuchen Lin Skyler Hallinan Xiang Ren Sean Welleck Yejin Choi 122 29 0 24 May 2023
Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models Gen Luo Yiyi Zhou Tianhe Ren Shen Chen Xiaoshuai Sun Rongrong Ji VLM MLLM 108 98 0 24 May 2023
EmbodiedGPT: Vision-Language Pre-Training via Embodied Chain of Thought Yao Mu Qinglong Zhang Mengkang Hu Wen Wang Mingyu Ding Jun Jin Bin Wang Jifeng Dai Yu Qiao Ping Luo LM&Ro LRM 110 245 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 70 76 0 24 May 2023
Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark Minje Choi Jiaxin Pei Sagar Kumar Chang Shu David Jurgens ALM LLMAG 125 72 0 24 May 2023
Trade-Offs Between Fairness and Privacy in Language Modeling Cleo Matzken Steffen Eger Ivan Habernal SILM 112 6 0 24 May 2023
Just CHOP: Embarrassingly Simple LLM Compression A. Jha Tom Sherborne Evan Pete Walsh Dirk Groeneveld Emma Strubell Iz Beltagy 107 3 0 24 May 2023
ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation Chenyang Le Yao Qian Long Zhou Shujie Liu Yanmin Qian Michael Zeng Xuedong Huang 72 13 0 24 May 2023
In-Context Demonstration Selection with Cross Entropy Difference Dan Iter Reid Pryzant Ruochen Xu Shuohang Wang Yang Liu Yichong Xu Chenguang Zhu 73 14 0 24 May 2023
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models Lyne Tchapmi Mingyu Derek Ma Fei Wang Chaowei Xiao Muhao Chen SILM 137 85 0 24 May 2023
Meta-Tuning LLMs to Leverage Lexical Knowledge for Generalizable Language Style Understanding Ruohao Guo Wei Xu Alan Ritter 79 4 0 24 May 2023
Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings Josip Jukić Jan vSnajder 84 4 0 23 May 2023
ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability Assessment Tarek Naous Michael Joseph Ryan Anton Lavrouk Mohit Chandra Wei Xu 75 8 0 23 May 2023
Having Beer after Prayer? Measuring Cultural Bias in Large Language Models Tarek Naous Michael Joseph Ryan Alan Ritter Wei Xu 99 95 0 23 May 2023
Evaluating and Modeling Attribution for Cross-Lingual Question Answering Benjamin Muller John Wieting J. Clark Tom Kwiatkowski Sebastian Ruder Livio Baldini Soares Roee Aharoni Jonathan Herzig Xinyi Wang HILM 83 17 0 23 May 2023
Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation Da Yin Xiao Liu Fan Yin Ming Zhong Hritik Bansal Jiawei Han Kai-Wei Chang ALM 101 39 0 23 May 2023
RET-LLM: Towards a General Read-Write Memory for Large Language Models Ali Modarressi Ayyoob Imani Mohsen Fayyaz Hinrich Schütze KELM LLMAG 60 37 0 23 May 2023
QLoRA: Efficient Finetuning of Quantized LLMs Tim Dettmers Artidoro Pagnoni Ari Holtzman Luke Zettlemoyer ALM 163 2,641 0 23 May 2023
VIP5: Towards Multimodal Foundation Models for Recommendation Shijie Geng Juntao Tan Shuchang Liu Zuohui Fu Yongfeng Zhang 128 78 0 23 May 2023
Enhancing Chat Language Models by Scaling High-quality Instructional Conversations Ning Ding Yulin Chen Bokai Xu Yujia Qin Zhi Zheng Shengding Hu Zhiyuan Liu Maosong Sun Bowen Zhou ALM 152 555 0 23 May 2023
Goat: Fine-tuned LLaMA Outperforms GPT-4 on Arithmetic Tasks Tiedong Liu K. H. Low ALM 91 86 0 23 May 2023
Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization Jeonghoon Kim J. H. Lee Sungdong Kim Joonsuk Park Kang Min Yoo S. Kwon Dongsoo Lee MQ 157 105 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 124 107 0 23 May 2023
ChipGPT: How far are we from natural language hardware design Kaiyan Chang Ying Wang Haimeng Ren Mengdi Wang Shengwen Liang Yinhe Han Huawei Li Xiaowei Li 84 106 0 23 May 2023
Condensing Multilingual Knowledge with Lightweight Language-Specific Modules Haoran Xu Weiting Tan Shuyue Stella Li Yunmo Chen Benjamin Van Durme Philipp Koehn Kenton W. Murray 85 7 0 23 May 2023
Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning Saibo Geng Martin Josifosky Maxime Peyrard Robert West 144 70 0 23 May 2023
Selective Pre-training for Private Fine-tuning Da Yu Sivakanth Gopi Janardhan Kulkarni Zinan Lin Saurabh Naik Tomasz Religa Jian Yin Huishuai Zhang 94 19 0 23 May 2023
OlaGPT: Empowering LLMs With Human-like Problem-Solving Abilities Yuanzhen Xie Tao Xie Mingxiong Lin Wen-Ke Wei Chenglin Li Beibei Kong Lei Chen Chengxiang Zhuo Bo Hu Zang Li RALM LLMAG LRM 80 6 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 93 37 0 23 May 2023
Enhancing Large Language Models Against Inductive Instructions with Dual-critique Prompting Rui Wang Hongru Wang Fei Mi Yi Chen Boyang Xue Kam-Fai Wong Rui-Lan Xu 83 17 0 23 May 2023
CombLM: Adapting Black-Box Language Models through Small Fine-Tuned Models Aitor Ormazabal Mikel Artetxe Eneko Agirre 94 21 0 23 May 2023
Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models Alfonso Amayuelas Kyle Wong Liangming Pan Wenhu Chen Wenjie Wang 100 29 0 23 May 2023
Towards Legally Enforceable Hate Speech Detection for Public Forums Chunyan Luo R. Bhambhoria Xiao-Dan Zhu Samuel Dahan AILaw 67 5 0 23 May 2023
LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models Long Lian Boyi Li Adam Yala Trevor Darrell 106 164 0 23 May 2023
Translation and Fusion Improves Zero-shot Cross-lingual Information Extraction Yang Chen Vedaant Shah Alan Ritter 108 4 0 23 May 2023
ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models Binfeng Xu Zhiyuan Peng Bowen Lei Subhabrata Mukherjee Yuchen Liu Dongkuan Xu KELM LLMAG LRM 96 97 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 92 16 0 22 May 2023
Efficient Large-Scale Visual Representation Learning And Evaluation Eden Dolev A. Awad Denisa Roberts Zahra Ebrahimzadeh Marcin Mejran Vaibhav Malpani Mahir Yavuz 78 0 0 22 May 2023
Training Diffusion Models with Reinforcement Learning Kevin Black Michael Janner Yilun Du Ilya Kostrikov Sergey Levine EGVM 154 377 0 22 May 2023
VideoLLM: Modeling Video Sequence with Large Language Models Guo Chen Yin-Dong Zheng Jiahao Wang Jilan Xu Yifei Huang ... Yi Wang Yali Wang Yu Qiao Tong Lu Limin Wang MLLM 148 84 0 22 May 2023
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources Xingxuan Li Ruochen Zhao Yew Ken Chia Bosheng Ding Shafiq Joty Soujanya Poria Lidong Bing HILM BDL LRM 129 102 0 22 May 2023