Title
Probing the Creativity of Large Language Models: Can models produce divergent semantic association? Honghua Chen Nai Ding LRM 27 20 0 17 Oct 2023
A Confederacy of Models: a Comprehensive Evaluation of LLMs on Creative Writing Carlos Gómez-Rodríguez Paul Williams 29 67 0 12 Oct 2023
InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining Wei Ping Ming-Yu Liu Lawrence C. McAfee Peng Xu Bo Li M. Shoeybi Bryan Catanzaro RALM 16 46 0 11 Oct 2023
Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models Luiza Amador Pozzobon Beyza Ermis Patrick Lewis Sara Hooker 36 20 0 11 Oct 2023
SALMON: Self-Alignment with Instructable Reward Models Zhiqing Sun Songlin Yang Hongxin Zhang Qinhong Zhou Zhenfang Chen David D. Cox Yiming Yang Chuang Gan ALM SyDa 41 35 0 09 Oct 2023
Generative Judge for Evaluating Alignment Junlong Li Shichao Sun Weizhe Yuan Run-Ze Fan Hai Zhao Pengfei Liu ELM ALM 35 79 0 09 Oct 2023
Learning Personalized Alignment for Evaluating Open-ended Text Generation Danqing Wang Kevin Kaichuang Yang Hanlin Zhu Xiaomeng Yang Andrew Cohen Lei Li Yuandong Tian ALM LM&MA 23 8 0 05 Oct 2023
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning Chang Gao Wenxuan Zhang Guizhen Chen Wai Lam 55 5 0 04 Oct 2023
From Base to Conversational: Japanese Instruction Dataset and Tuning Large Language Models Masahiro Suzuki Masanori Hirano Hiroki Sakaji 39 6 0 07 Sep 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Yue Zhang Yafu Li Leyang Cui Deng Cai Lemao Liu ... Longyue Wang A. Luu Wei Bi Freda Shi Shuming Shi RALM LRM HILM 48 524 0 03 Sep 2023
In-Context Alignment: Chat with Vanilla Language Models Before Fine-Tuning Xiaochuang Han 25 19 0 08 Aug 2023
From Prompt Injections to SQL Injection Attacks: How Protected is Your LLM-Integrated Web Application? Rodrigo Pedro Daniel Castro Paulo Carreira Nuno Santos SILM AAML 41 51 0 03 Aug 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 129 11,099 0 18 Jul 2023
Mini-Giants: "Small" Language Models and Open Source Win-Win Zhengping Zhou Lezhi Li Xinxi Chen Andy Li SyDa ALM MoE 32 6 0 17 Jul 2023
Becoming self-instruct: introducing early stopping criteria for minimal instruct tuning Waseem Alshikh Manhal Daaboul K. Goddard Brock Imel Kiran Kamble Parikshit Kulkarni M. Russak ALM 11 13 0 05 Jul 2023
Visual Instruction Tuning with Polite Flamingo Delong Chen Jianfeng Liu Wenliang Dai Baoyuan Wang MLLM 34 42 0 03 Jul 2023
Let Me Teach You: Pedagogical Foundations of Feedback for Language Models Beatriz Borges Niket Tandon Tanja Kaser Antoine Bosselut 24 4 0 01 Jul 2023
On the Exploitability of Instruction Tuning Manli Shu Jiong Wang Chen Zhu Jonas Geiping Chaowei Xiao Tom Goldstein SILM 41 92 0 28 Jun 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 51 3,854 0 09 Jun 2023
INSTRUCTEVAL: Towards Holistic Evaluation of Instruction-Tuned Large Language Models Yew Ken Chia Pengfei Hong Lidong Bing Soujanya Poria ELM 30 63 0 07 Jun 2023
Taming AI Bots: Controllability of Neural States in Large Language Models Stefano Soatto Paulo Tabuada Pratik Chaudhari Tianwei Liu LLMAG LM&Ro 18 13 0 29 May 2023
Dynamic Context Pruning for Efficient and Interpretable Autoregressive Transformers Sotiris Anagnostidis Dario Pavllo Luca Biggio Lorenzo Noci Aurelien Lucchi Thomas Hofmann 42 53 0 25 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 45 491 0 23 May 2023
GPT-SW3: An Autoregressive Language Model for the Nordic Languages Ariel Ekgren Amaru Cuba Gyllensten Felix Stollenwerk Joey Öhman T. Isbister Evangelia Gogoulou F. Carlsson Alice Heiman Judit Casademont Magnus Sahlgren 29 13 0 22 May 2023
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 171 588 0 06 Apr 2023
Can We Identify Stance Without Target Arguments? A Study for Rumour Stance Classification Yue Li Carolina Scarton 36 0 0 22 Mar 2023
Improving alignment of dialogue agents via targeted human judgements Amelia Glaese Nat McAleese Maja Trkebacz John Aslanides Vlad Firoiu ... John F. J. Mellor Demis Hassabis Koray Kavukcuoglu Lisa Anne Hendricks G. Irving ALM AAML 236 506 0 28 Sep 2022
Teaching language models to support answers with verified quotes Jacob Menick Maja Trebacz Vladimir Mikulik John Aslanides Francis Song ... Mia Glaese Susannah Young Lucy Campbell-Gillingham G. Irving Nat McAleese ELM RALM 246 259 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 372 12,081 0 04 Mar 2022
$Understanding Dataset Difficulty with $\mathcal{V}$-Usable Information$ Understanding Dataset Difficulty with $\mathcal{V}$ -Usable Information Kawin Ethayarajh Yejin Choi Swabha Swayamdipta 167 236 0 16 Oct 2021
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 301 1,616 0 18 Sep 2019