Title
Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing Zhangchen Xu Fengqing Jiang Luyao Niu Yuntian Deng Radha Poovendran Yejin Choi Bill Yuchen Lin SyDa 56 129 0 12 Jun 2024
PowerInfer-2: Fast Large Language Model Inference on a Smartphone Zhenliang Xue Yixin Song Zeyu Mi Le Chen Yubin Xia Haibo Chen 59 42 0 10 Jun 2024
OR-Bench: An Over-Refusal Benchmark for Large Language Models Justin Cui Wei-Lin Chiang Ion Stoica Cho-Jui Hsieh ALM 38 35 0 31 May 2024
Toxicity Detection for Free Zhanhao Hu Julien Piet Geng Zhao Jiantao Jiao David Wagner 37 4 0 29 May 2024
Exploiting LLM Quantization Kazuki Egashira Mark Vero Robin Staab Jingxuan He Martin Vechev MQ 32 12 0 28 May 2024
SCALM: Towards Semantic Caching for Automated Chat Services with Large Language Models Jiaxing Li Chi Xu Feng Wang Isaac M von Riedemann Cong Zhang Jiangchuan Liu LLMAG KELM 33 4 0 24 May 2024
HumanRankEval: Automatic Evaluation of LMs as Conversational Assistants Milan Gritta Gerasimos Lampouras Ignacio Iacobacci ALM 37 1 0 15 May 2024
DEPTH: Discourse Education through Pre-Training Hierarchically Zachary Bamberger Ofek Glick Chaim Baskin Yonatan Belinkov 67 0 0 13 May 2024
WildChat: 1M ChatGPT Interaction Logs in the Wild Wenting Zhao Xiang Ren Jack Hessel Claire Cardie Yejin Choi Yuntian Deng 44 181 0 02 May 2024
Evaluation of Geographical Distortions in Language Models: A Crucial Step Towards Equitable Representations R. Decoupes R. Interdonato Mathieu Roche M. Teisseire S. Valentin 29 1 0 26 Apr 2024
Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction Haoran Qiu Weichao Mao Archit Patke Shengkun Cui Saurabh Jha Chen Wang Hubertus Franke Zbigniew T. Kalbarczyk Tamer Basar Ravishankar K. Iyer 38 24 0 12 Apr 2024
SafetyPrompts: a Systematic Review of Open Datasets for Evaluating and Improving Large Language Model Safety Paul Röttger Fabio Pernisi Bertie Vidgen Dirk Hovy ELM KELM 66 32 0 08 Apr 2024
Comparing Bad Apples to Good Oranges: Aligning Large Language Models via Joint Preference Optimization Hritik Bansal Ashima Suvarna Gantavya Bhatt Nanyun Peng Kai-Wei Chang Aditya Grover ALM 64 9 0 31 Mar 2024
Komodo: A Linguistic Expedition into Indonesia's Regional Languages Louis Owen Vishesh Tripathi Abhay Kumar Biddwan Ahmed ELM 37 8 0 14 Mar 2024
A Novel Nuanced Conversation Evaluation Framework for Large Language Models in Mental Health Alexander Marrapese Basem Suleiman Imdad Ullah Juno Kim AI4MH LM&MA 34 3 0 08 Mar 2024
Evaluating the Elementary Multilingual Capabilities of Large Language Models with MultiQ Carolin Holtermann Paul Röttger Timm Dill Anne Lauscher ELM LRM 42 24 0 06 Mar 2024
Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve Amey Agrawal Nitin Kedia Ashish Panwar Jayashree Mohan Nipun Kwatra Bhargav S. Gulavani Alexey Tumanov Ramachandran Ramjee 55 165 0 04 Mar 2024
Watermark Stealing in Large Language Models Nikola Jovanović Robin Staab Martin Vechev WaLM AAML 46 35 0 29 Feb 2024
An Iterative Associative Memory Model for Empathetic Response Generation Zhou Yang Zhaochun Ren Yufeng Wang Chao Chen Haizhou Sun Xiaofei Zhu Xiangwen Liao 48 4 0 28 Feb 2024
Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models Paul Röttger Valentin Hofmann Valentina Pyatkin Musashi Hinck Hannah Rose Kirk Hinrich Schütze Dirk Hovy ELM 26 53 0 26 Feb 2024
AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning Jianguo Zhang Tian Lan Rithesh Murthy Zhiwei Liu Weiran Yao ... Juan Carlos Niebles Silvio Savarese Shelby Heinecke Huan Wang Caiming Xiong LLMAG 64 34 0 23 Feb 2024
MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues Ge Bai Jie Liu Xingyuan Bu Yancheng He Jiaheng Liu ... Zhuoran Lin Wenbo Su Tiezheng Ge Bo Zheng Wanli Ouyang ELM LM&MA 43 73 0 22 Feb 2024
Privacy-Preserving Instructions for Aligning Large Language Models Da Yu Peter Kairouz Sewoong Oh Zheng Xu 38 18 0 21 Feb 2024
Instruction Tuning for Secure Code Generation Jingxuan He Mark Vero Gabriela Krasnopolska Martin Vechev 21 16 0 14 Feb 2024
Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models Keisuke Kamahori Tian Tang Yile Gu Kan Zhu Baris Kasikci 71 20 0 10 Feb 2024
GIRT-Model: Automated Generation of Issue Report Templates Nafiseh Nikeghbal Amir Hossein Kargaran Abbas Heydarnoori 28 3 0 04 Feb 2024
Instruction Makes a Difference Tosin Adewumi Nudrat Habib Lama Alkhaled Elisa Barney VLM MLLM 24 1 0 01 Feb 2024
Airavata: Introducing Hindi Instruction-tuned LLM Jay Gala Thanmay Jayakumar Jaavid Aktar Husain M. AswanthKumar Mohammed Safi Ur Rahman Khan ... Ratish Puduppully Mitesh M. Khapra Raj Dabre Rudra Murthy Anoop Kunchukuttan 53 24 0 26 Jan 2024
Genie: Achieving Human Parity in Content-Grounded Datasets Generation Asaf Yehudai Boaz Carmeli Y. Mass Ofir Arviv Nathaniel Mills Assaf Toledo Eyal Shnarch Leshem Choshen 45 22 0 25 Jan 2024
A Study on Training and Developing Large Language Models for Behavior Tree Generation Fu Li Xueying Wang Bin Li Yunlong Wu Yanzhen Wang Xiaodong Yi 14 4 0 16 Jan 2024
Promises and pitfalls of artificial intelligence for legal applications Sayash Kapoor Peter Henderson Arvind Narayanan ELM 16 19 0 10 Jan 2024
Fairness in Serving Large Language Models Ying Sheng Shiyi Cao Dacheng Li Banghua Zhu Zhuohan Li Danyang Zhuo Joseph E. Gonzalez Ion Stoica 23 56 0 31 Dec 2023
Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws Nikhil Sardana Jacob P. Portes Sasha Doubov Jonathan Frankle LRM 251 73 0 31 Dec 2023
Policy Optimization in RLHF: The Impact of Out-of-preference Data Ziniu Li Tian Xu Yang Yu 34 30 0 17 Dec 2023
Can It Edit? Evaluating the Ability of Large Language Models to Follow Code Editing Instructions Federico Cassano Luisa Li Akul Sethi Noah Shinn Abby Brennan-Jones ... Edward Berman George Chakhnashvili Anton Lozhkov C. Anderson Arjun Guha ELM KELM 51 23 0 11 Dec 2023
Compressed Context Memory For Online Language Model Interaction Jang-Hyun Kim Junyoung Yeom Sangdoo Yun Hyun Oh Song KELM 47 14 1 06 Dec 2023
Towards a Psychological Generalist AI: A Survey of Current Applications of Large Language Models and Future Prospects Tianyu He Guanghui Fu Y. Yu Fan Wang Jianqiang Li ... Changwei Song Hongzhi Qi Dan Luo Huijing Zou Bing Xiang Yang AI4MH AI4CE LM&MA 24 10 0 01 Dec 2023
Data Diversity Matters for Robust Instruction Tuning Alexander Bukharin Tuo Zhao 84 36 0 21 Nov 2023
Grounding Gaps in Language Model Generations Omar Shaikh Kristina Gligorić Ashna Khetan Matthias Gerstgrasser Diyi Yang Dan Jurafsky 29 21 0 15 Nov 2023
S-LoRA: Serving Thousands of Concurrent LoRA Adapters Ying Sheng Shiyi Cao Dacheng Li Coleman Hooper Nicholas Lee ... Banghua Zhu Lianmin Zheng Kurt Keutzer Joseph E. Gonzalez Ion Stoica MoE 28 90 0 06 Nov 2023
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions Siru Ouyang Shuohang Wang Yang Liu Ming Zhong Yizhu Jiao Dan Iter Reid Pryzant Chenguang Zhu Heng Ji Jiawei Han 42 26 0 19 Oct 2023
ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models Ziniu Li Tian Xu Yushun Zhang Zhihang Lin Yang Yu Ruoyu Sun Zhimin Luo 27 52 0 16 Oct 2023
Online Speculative Decoding Xiaoxuan Liu Lanxiang Hu Peter Bailis Alvin Cheung Zhijie Deng Ion Stoica Hao Zhang 29 53 0 11 Oct 2023
The Empty Signifier Problem: Towards Clearer Paradigms for Operationalising "Alignment" in Large Language Models Hannah Rose Kirk Bertie Vidgen Paul Röttger Scott A. Hale 50 2 0 03 Oct 2023
A Survey on Evaluation of Large Language Models Yu-Chu Chang Xu Wang Jindong Wang Yuanyi Wu Linyi Yang ... Yue Zhang Yi-Ju Chang Philip S. Yu Qian Yang Xingxu Xie ELM LM&MA ALM 82 1,538 0 06 Jul 2023
Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned Deep Ganguli Liane Lovitt John Kernion Amanda Askell Yuntao Bai ... Nicholas Joseph Sam McCandlish C. Olah Jared Kaplan Jack Clark 234 449 0 23 Aug 2022
$Understanding Dataset Difficulty with $\mathcal{V}$-Usable Information$ Understanding Dataset Difficulty with $\mathcal{V}$ -Usable Information Kawin Ethayarajh Yejin Choi Swabha Swayamdipta 167 238 0 16 Oct 2021
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 290 1,833 0 14 Dec 2020