Title
RoCode: A Dataset for Measuring Code Intelligence from Problem Definitions in Romanian Adrian Cosma Ioan-Bogdan Iordache Paolo Rosso OffRL 36 2 0 20 Feb 2024
Instruction-tuned Language Models are Better Knowledge Learners Zhengbao Jiang Zhiqing Sun Weijia Shi Pedro Rodriguez Chunting Zhou Graham Neubig Xi Victoria Lin Wen-tau Yih Srinivasan Iyer KELM 38 33 0 20 Feb 2024
Integrating kNN with Foundation Models for Adaptable and Privacy-Aware Image Classification Sebastian Doerrich Tobias Archut Francesco Di Salvo Christian Ledig 19 4 0 19 Feb 2024
BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence Jiajie Jin Yutao Zhu Yujia Zhou Zhicheng Dou RALM 49 20 0 19 Feb 2024
EVEDIT: Event-based Knowledge Editing with Deductive Editing Boundaries Jiateng Liu Pengfei Yu Yuji Zhang Sha Li Zixuan Zhang Heng Ji KELM 24 16 0 17 Feb 2024
In Search of Needles in a 11M Haystack: Recurrent Memory Finds What LLMs Miss Yuri Kuratov Aydar Bulatov Petr Anokhin Dmitry Sorokin Artyom Sorokin Mikhail Burtsev RALM 117 33 0 16 Feb 2024
OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models Ali AhmadiTeshnizi Wenzhi Gao Madeleine Udell LLMAG 11 22 0 15 Feb 2024
Context Composing for Full Line Code Completion Anton Semenkin Yaroslav Sokolov Evgeniia Vu 18 4 0 14 Feb 2024
Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering Tobias Schimanski Jingwei Ni Mathias Kraus Elliott Ash Markus Leippold 21 4 0 13 Feb 2024
Nearest Neighbour Score Estimators for Diffusion Generative Models Matthew Niedoba Dylan Green Saeid Naderiparizi Vasileios Lioutas J. Lavington ... Ke Zhang Setareh Dabiri Adam Scibior Berend Zwartsenberg Frank D. Wood DiffM 27 0 0 12 Feb 2024
PoisonedRAG: Knowledge Poisoning Attacks to Retrieval-Augmented Generation of Large Language Models Wei Zou Runpeng Geng Binghui Wang Jinyuan Jia SILM 28 45 1 12 Feb 2024
Retrieval-Augmented Thought Process as Sequential Decision Making T. Pouplin Hao Sun Samuel Holt M. Schaar KELM RALM LRM 11 2 0 12 Feb 2024
Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models Zhibo Hu Chen Wang Yanfeng Shu Helen Paik Paik Liming Zhu SILM RALM 37 7 0 11 Feb 2024
ProtIR: Iterative Refinement between Retrievers and Predictors for Protein Function Annotation Zuobai Zhang Jiarui Lu Vijil Chenthamarakshan Aurélie C. Lozano Payel Das Jian Tang 21 1 0 10 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomáš Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 120 364 0 09 Feb 2024
Memory Consolidation Enables Long-Context Video Understanding Ivana Balavzević Yuge Shi Pinelopi Papalampidi Rahma Chaabouni Skanda Koppula Olivier J. Hénaff 97 22 0 08 Feb 2024
DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton Yiyou Sun Junjie Hu Wei Cheng Haifeng Chen RALM AI4CE 26 1 0 06 Feb 2024
Retrieve to Explain: Evidence-driven Predictions with Language Models Ravi Patel Angus Brayne Rogier E Hintzen Daniel Jaroslawicz Georgiana Neculae Dane S. Corneil 19 2 0 06 Feb 2024
LV-Eval: A Balanced Long-Context Benchmark with 5 Length Levels Up to 256K Tao Yuan Xuefei Ning Dong Zhou Zhijie Yang Shiyao Li ... Dahua Lin Boxun Li Guohao Dai Shengen Yan Yu-Xiang Wang ALM 36 34 0 06 Feb 2024
Retrieval-Augmented Score Distillation for Text-to-3D Generation Junyoung Seo Susung Hong Wooseok Jang Ines Hyeonsu Kim Minseop Kwak Doyup Lee Seungryong Kim 57 9 0 05 Feb 2024
IllusionX: An LLM-powered mixed reality personal companion Ramez Yousri Zeyad Essam Yehia Kareem Youstina Sherief Sherry Gamil Soha Safwat 22 3 0 04 Feb 2024
Factuality of Large Language Models in the Year 2024 Yuxia Wang Minghan Wang Muhammad Arslan Manzoor Fei Liu Georgi Georgiev Rocktim Jyoti Das Preslav Nakov LRM HILM 30 7 0 04 Feb 2024
Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities Zhifeng Kong Arushi Goel Rohan Badlani Wei Ping Rafael Valle Bryan Catanzaro AuLLM LM&MA MLLM 66 73 0 02 Feb 2024
Retrieval Augmented End-to-End Spoken Dialog Models Mingqiu Wang Izhak Shafran H. Soltau Wei Han Yuan Cao Dian Yu Laurent El Shafey RALM AuLLM 22 11 0 02 Feb 2024
CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks Xiaoxi Li Zhicheng Dou Yujia Zhou Fangchao Liu RALM 38 14 0 02 Feb 2024
Efficient Prompt Caching via Embedding Similarity Hanlin Zhu Banghua Zhu Jiantao Jiao RALM 21 9 0 02 Feb 2024
Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration Shangbin Feng Weijia Shi Yike Wang Wenxuan Ding Vidhisha Balachandran Yulia Tsvetkov 25 77 0 01 Feb 2024
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval Parth Sarthi Salman Abdullah Aditi Tuli Shubh Khanna Anna Goldie Christopher D. Manning RALM 19 122 0 31 Jan 2024
LOCOST: State-Space Models for Long Document Abstractive Summarization Florian Le Bronnec Song Duong Mathieu Ravaut Alexandre Allauzen Nancy F. Chen Vincent Guigue Alberto Lumbreras Laure Soulier Patrick Gallinari 40 8 0 31 Jan 2024
Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens Jiacheng Liu Sewon Min Luke Zettlemoyer Yejin Choi Hannaneh Hajishirzi 43 50 0 30 Jan 2024
MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries Yixuan Tang Yi Yang RALM 39 78 0 27 Jan 2024
Equipping Language Models with Tool Use Capability for Tabular Data Analysis in Finance Adrian Theuma Ehsan Shareghi 24 4 0 27 Jan 2024
A RAG-based Question Answering System Proposal for Understanding Islam: MufassirQAS LLM Ahmet Yusuf Alan Enis Karaarslan Ömer Aydin 14 1 0 27 Jan 2024
The Power of Noise: Redefining Retrieval for RAG Systems Florin Cuconasu Giovanni Trappolini F. Siciliano Simone Filice Cesare Campagnano Y. Maarek Nicola Tonellotto Fabrizio Silvestri RALM 37 143 0 26 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 40 16 0 25 Jan 2024
Automated Root Causing of Cloud Incidents using In-Context Learning with GPT-4 Xuchao Zhang Supriyo Ghosh Chetan Bansal Rujia Wang Ming-Jie Ma Yu Kang Saravan Rajmohan 38 23 0 24 Jan 2024
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims Fengzhu Zeng Wei Gao 39 15 0 16 Jan 2024
Attendre: Wait To Attend By Retrieval With Evicted Queries in Memory-Based Transformers for Long Context Processing Zi Yang Nan Hua RALM 34 4 0 10 Jan 2024
CaMML: Context-Aware Multimodal Learner for Large Models Yixin Chen Shuai Zhang Boran Han Tong He Bo Li VLM 24 4 0 06 Jan 2024
Large Language Models for Social Networks: Applications, Challenges, and Solutions Jingying Zeng Richard Huang Waleed Malik Langxuan Yin Bojan Babic Danny Shacham Xiao Yan Jaewon Yang Qi He 22 3 0 04 Jan 2024
ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion Shangyu Wu Ying Xiong Yufei Cui Xue Liu Buzhou Tang Tei-Wei Kuo Chun Jason Xue 23 2 0 04 Jan 2024
Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book Question Answering Pierre Erbacher Louis Falissard Vincent Guigue Laure Soulier HILM RALM 19 4 0 03 Jan 2024
If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents Ke Yang Jiateng Liu John Wu Chaoqi Yang Yi Ren Fung ... Xu Cao Xingyao Wang Yiquan Wang Heng Ji Chengxiang Zhai LLMAG ELM 18 73 0 01 Jan 2024
Retrieval-Augmented Egocentric Video Captioning Jilan Xu Yifei Huang Junlin Hou Guo Chen Yue Zhang Rui Feng Weidi Xie EgoV 43 29 0 01 Jan 2024
Structured Packing in LLM Training Improves Long Context Utilization Konrad Staniszewski Szymon Tworkowski Sebastian Jaszczur Yu Zhao Henryk Michalewski Lukasz Kuciñski Piotr Milo's 41 13 0 28 Dec 2023
Adapting Large Language Models for Education: Foundational Capabilities, Potentials, and Challenges Qingyao Li Lingyue Fu Weiming Zhang Xianyu Chen Jingwei Yu Wei Xia Weinan Zhang Ruiming Tang Yong Yu AI4Ed ELM 33 18 0 27 Dec 2023
LeanVec: Searching vectors faster by making them fit Mariano Tepper Ishwar Bhati Cecilia Aguerrebere Mark Hildebrand Ted Willke VLM OODD 21 1 0 26 Dec 2023
Supervised Knowledge Makes Large Language Models Better In-context Learners Linyi Yang Shuibai Zhang Zhuohao Yu Guangsheng Bao Yidong Wang ... Ruochen Xu Weirong Ye Xing Xie Weizhu Chen Yue Zhang 16 14 0 26 Dec 2023
Align on the Fly: Adapting Chatbot Behavior to Established Norms Chunpu Xu Steffi Chern Ethan Chern Ge Zhang Zekun Wang Ruibo Liu Jing Li Jie Fu Pengfei Liu 21 20 0 26 Dec 2023
Towards Consistent Language Models Using Declarative Constraints Jasmin Mousavi Arash Termehchy HILM ALM 25 2 0 24 Dec 2023