Title
Iterative Data Smoothing: Mitigating Reward Overfitting and Overoptimization in RLHF Banghua Zhu Michael I. Jordan Jiantao Jiao 36 25 0 29 Jan 2024
LLaMandement: Large Language Models for Summarization of French Legislative Proposals Joseph Gesnouin Yannis Tannier Christophe Gomes Da Silva Hatim Tapory Camille Brier ... Emmanuel Cortes Pierre-Etienne Devineau Ulrich Tan Esther Mac Namara Su Yang AILaw 46 8 0 29 Jan 2024
OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models Fuzhao Xue Zian Zheng Yao Fu Jinjie Ni Zangwei Zheng Wangchunshu Zhou Yang You MoE 36 90 0 29 Jan 2024
Corrective Retrieval Augmented Generation Shi-Qi Yan Jia-Chen Gu Yun Zhu Zhen-Hua Ling RALM 155 74 0 29 Jan 2024
PRE: A Peer Review Based Large Language Model Evaluator Zhumin Chu Qingyao Ai Yiteng Tu Haitao Li Yiqun Liu LRM ALM 41 21 0 28 Jan 2024
Quantifying Stereotypes in Language Yang Liu 40 1 0 28 Jan 2024
ProtAgents: Protein discovery via large language model multi-agent collaborations combining physics and machine learning Alireza Ghafarollahi Markus J. Buehler LLMAG AI4CE 34 24 0 27 Jan 2024
To Burst or Not to Burst: Generating and Quantifying Improbable Text Kuleen Sasse Samuel Barham Efsun Sarioglu Kayi Edward W. Staley DeLMO 27 1 0 27 Jan 2024
Learning to Trust Your Feelings: Leveraging Self-awareness in LLMs for Hallucination Mitigation Yuxin Liang Zhuoyang Song Hao Wang Jiaxing Zhang HILM 45 30 0 27 Jan 2024
A Survey on Data Augmentation in Large Model Era Yue Zhou Chenlu Guo Xu Wang Yi-Ju Chang Yuan Wu LM&MA VLM 56 24 0 27 Jan 2024
Learning Universal Predictors Jordi Grau-Moya Tim Genewein Marcus Hutter Laurent Orseau Grégoire Delétang ... Anian Ruoss Wenliang Kevin Li Christopher Mattern Matthew Aitchison J. Veness 41 13 0 26 Jan 2024
Query of CC: Unearthing Large Scale Domain-Specific Knowledge from Public Corpora Zhaoye Fei Yunfan Shao Linyang Li Zhiyuan Zeng Conghui He Hang Yan Dahua Lin Xipeng Qiu 36 8 0 26 Jan 2024
Looking Right is Sometimes Right: Investigating the Capabilities of Decoder-only LLMs for Sequence Labeling David Dukić Jan Šnajder 33 14 0 25 Jan 2024
The Case for Co-Designing Model Architectures with Hardware Quentin G. Anthony Jacob Hatef Deepak Narayanan Stella Biderman Stas Bekman Junqi Yin Hari Subramoni Hari Subramoni Dhabaleswar Panda 3DV 27 4 0 25 Jan 2024
ServerlessLLM: Locality-Enhanced Serverless Inference for Large Language Models Yao Fu Leyang Xue Yeqi Huang Andrei-Octavian Brabete Dmitrii Ustiugov Yuvraj Patel Luo Mai 28 28 0 25 Jan 2024
RomanSetu: Efficiently unlocking multilingual capabilities of Large Language Models via Romanization Jaavid Aktar Husain Raj Dabre Aswanth Kumar Jay Gala Thanmay Jayakumar Ratish Puduppully Anoop Kunchukuttan 43 12 0 25 Jan 2024
Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks Tianhe Ren Shilong Liu Ailing Zeng Jing Lin Kunchang Li ... Feng Li Jie Yang Hongyang Li Qing Jiang Lei Zhang VLM 61 387 0 25 Jan 2024
True Knowledge Comes from Practice: Aligning LLMs with Embodied Environments via Reinforcement Learning Weihao Tan Wentao Zhang Shanqi Liu Longtao Zheng Xinrun Wang Bo An OffRL 46 17 0 25 Jan 2024
LanDA: Language-Guided Multi-Source Domain Adaptation Zhenbin Wang Lei Zhang Lituan Wang Minjuan Zhu 40 10 0 25 Jan 2024
Accelerating Retrieval-Augmented Language Model Serving with Speculation Zhihao Zhang Alan Zhu Lijie Yang Yihua Xu Lanting Li P. Phothilimthana Zhihao Jia RALM KELM 56 16 0 25 Jan 2024
Investigate-Consolidate-Exploit: A General Strategy for Inter-Task Agent Self-Evolution Cheng Qian Shihao Liang Yujia Qin Yining Ye Xin Cong Yankai Lin Yesai Wu Zhiyuan Liu Maosong Sun LLMAG 24 13 0 25 Jan 2024
WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models Hongliang He Wenlin Yao Kaixin Ma Wenhao Yu Yong Dai Hongming Zhang Zhenzhong Lan Dong Yu LLMAG 40 126 0 25 Jan 2024
VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks Jing Yu Koh Robert Lo Lawrence Jang Vikram Duvvur Ming Chong Lim Po-Yu Huang Graham Neubig Shuyan Zhou Ruslan Salakhutdinov Daniel Fried 23 0 0 24 Jan 2024
How Good is ChatGPT at Face Biometrics? A First Look into Recognition, Soft Biometrics, and Explainability Ivan Deandres-Tame Ruben Tolosana R. Vera-Rodríguez Aythami Morales Julian Fierrez J. Ortega-Garcia CVBM 57 22 0 24 Jan 2024
MM-LLMs: Recent Advances in MultiModal Large Language Models Duzhen Zhang Yahan Yu Jiahua Dong Chenxing Li Dan Su Chenhui Chu Dong Yu OffRL LRM 56 183 0 24 Jan 2024
Question answering systems for health professionals at the point of care -- a systematic review Gregory Kell A. Roberts Serge Umansky Linglong Qian Davide Ferrari Frank Soboczenski Byron Wallace Nikhil Patel Iain J. Marshall AI4MH 34 7 0 24 Jan 2024
ChatterBox: Multi-round Multimodal Referring and Grounding Yunjie Tian Tianren Ma Lingxi Xie Jihao Qiu Xi Tang Yuan Zhang Jianbin Jiao Qi Tian Qixiang Ye 33 14 0 24 Jan 2024
Towards Explainable Harmful Meme Detection through Multimodal Debate between Large Language Models Hongzhan Lin Ziyang Luo Wei Gao Jing Ma Bo Wang Ruichao Yang 42 13 0 24 Jan 2024
GraphiMind: LLM-centric Interface for Information Graphics Design Qiruin Huang Min Lu J. Lanir Dani Lischinski Daniel Cohen-Or Hui Huang MLLM 37 7 0 24 Jan 2024
TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data Fengbin Zhu Ziyang Liu Fuli Feng Chao Wang Moxin Li Tat-Seng Chua LMTD LRM 34 15 0 24 Jan 2024
SpacTor-T5: Pre-training T5 Models with Span Corruption and Replaced Token Detection Ke Ye Heinrich Jiang Afshin Rostamizadeh Ayan Chakrabarti Giulia DeSalvo Jean-François Kagy Lazaros Karydas Gui Citovsky Sanjiv Kumar 41 0 0 24 Jan 2024
ULTRA: Unleash LLMs' Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement Xinliang Frederick Zhang Carter Blum Temma Choji Shalin S Shah Alakananda Vempala 71 12 0 24 Jan 2024
The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts Lingfeng Shen Weiting Tan Sihao Chen Yunmo Chen Jingyu Zhang Haoran Xu Boyuan Zheng Philipp Koehn Daniel Khashabi 39 38 0 23 Jan 2024
HAZARD Challenge: Embodied Decision Making in Dynamically Changing Environments Qinhong Zhou Sunli Chen Yisong Wang Haozhe Xu Weihua Du Hongxin Zhang Yilun Du Josh Tenenbaum Chuang Gan AI4CE 34 15 0 23 Jan 2024
Raidar: geneRative AI Detection viA Rewriting Chengzhi Mao Carl Vondrick Hao Wang Junfeng Yang DeLMO 31 25 0 23 Jan 2024
DsDm: Model-Aware Dataset Selection with Datamodels Logan Engstrom Axel Feldmann Aleksander Madry OODD 30 51 0 23 Jan 2024
Dynamic Layer Tying for Parameter-Efficient Transformers Tamir David Hay Lior Wolf 33 3 0 23 Jan 2024
Multilingual and Fully Non-Autoregressive ASR with Large Language Model Fusion: A Comprehensive Study Wenjie Huang Cyril Allauzen Tongzhou Chen Kilol Gupta Ke Hu James Qin Yu Zhang Yongqiang Wang Shuo-yiin Chang Tara N. Sainath MoMe 45 10 0 23 Jan 2024
SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities Boyuan Chen Zhuo Xu Sean Kirmani Brian Ichter Danny Driess Pete Florence Dorsa Sadigh Leonidas J. Guibas Fei Xia LRM ReLM 57 213 0 22 Jan 2024
An Empirical Study of In-context Learning in LLMs for Machine Translation Pranjal A. Chitale Jay Gala Raj Dabre LRM 36 5 0 22 Jan 2024
LLM-based policy generation for intent-based management of applications Kristina Dzeparoska Jieyu Lin A. Tizghadam Alberto Leon-Garcia 11 30 0 22 Jan 2024
Distilling Mathematical Reasoning Capabilities into Small Language Models Xunyu Zhu Jian Li Yong Liu Can Ma Weiping Wang LRM 40 10 0 22 Jan 2024
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs Ling Yang Zhaochen Yu Chenlin Meng Minkai Xu Stefano Ermon Bin Cui CoGe DiffM 52 118 0 22 Jan 2024
In-context Learning with Retrieved Demonstrations for Language Models: A Survey an Luo Xin Xu Yue Liu Panupong Pasupat Mehran Kazemi RALM 40 56 0 21 Jan 2024
PRILoRA: Pruned and Rank-Increasing Low-Rank Adaptation Nadav Benedek Lior Wolf 32 13 0 20 Jan 2024
Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images Kuofeng Gao Yang Bai Jindong Gu Shu-Tao Xia Philip Torr Zhifeng Li Wei Liu VLM 22 39 0 20 Jan 2024
The Radiation Oncology NLP Database Zheng Liu J. Holmes Wenxiong Liao Chenbin Liu Lian-Cheng Zhang ... Quanzheng Li Xiang Li Tianming Liu Jiajian Shen Wei Liu LM&MA AI4CE 37 2 0 19 Jan 2024
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads Tianle Cai Yuhong Li Zhengyang Geng Hongwu Peng Jason D. Lee De-huai Chen Tri Dao 60 259 0 19 Jan 2024
LangBridge: Multilingual Reasoning Without Multilingual Supervision Dongkeun Yoon Joel Jang Sungdong Kim Seungone Kim Sheikh Shafayat Minjoon Seo LRM 26 15 0 19 Jan 2024
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis Chao Zhang Yuren Mao Yijiang Fan Yu Mi Yunjun Gao Lu Chen Dongfang Lou Jinshu Lin 45 23 0 19 Jan 2024