Paper List

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Summary of Do Llms “know” Internally When They Follow Instructions?, by Juyeon Heo et al.
Summary of Computational Grounding Of Responsibility Attribution and Anticipation in Ltlf, by Giuseppe De Giacomo et al.
Summary of Transbox: El++-closed Ontology Embedding, by Hui Yang et al.
Summary of Scopeqa: a Framework For Generating Out-of-scope Questions For Rag, by Zhiyuan Peng and Jinming Nian and Alexandre Evfimievski and Yi Fang
Summary of Tell Me What I Need to Know: Exploring Llm-based (personalized) Abstractive Multi-source Meeting Summarization, by Frederic Kirstein and Terry Ruas and Robert Kratel and Bela Gipp
Summary of Do Llms Estimate Uncertainty Well in Instruction-following?, by Juyeon Heo et al.
Summary of Mcsff: Multi-modal Consistency and Specificity Fusion Framework For Entity Alignment, by Wei Ai et al.
Summary of Teaching Models to Balance Resisting and Accepting Persuasion, by Elias Stengel-eskin et al.
Summary of Geneol: Harnessing the Generative Power Of Llms For Training-free Sentence Embeddings, by Raghuveer Thirukovalluru and Bhuwan Dhingra
Summary of Real-time Fake News From Adversarial Feedback, by Sanxing Chen et al.
Summary of Distance Between Relevant Information Pieces Causes Bias in Long-context Llms, by Runchu Tian et al.
Summary of Bigr: Harnessing Binary Latent Codes For Image Generation and Improved Visual Representation Capabilities, by Shaozhe Hao et al.
Summary of To Trust or Not to Trust? Enhancing Large Language Models’ Situated Faithfulness to External Contexts, by Yukun Huang et al.
Summary of Sudolm: Learning Access Control Of Parametric Knowledge with Authorization Alignment, by Qin Liu et al.
Summary of Towards Cross-cultural Machine Translation with Retrieval-augmented Generation From Multilingual Knowledge Graphs, by Simone Conia et al.
Summary of The Knowwheregraph Ontology, by Cogan Shimizu et al.
Summary of Facesaliencyaug: Mitigating Geographic, Gender and Stereotypical Biases Via Saliency-based Data Augmentation, by Teerath Kumar et al.
Summary of Efficient Vision-language Models by Summarizing Visual Tokens Into Compact Registers, By Yuxin Wen et al.
Summary of Extreme Precipitation Nowcasting Using Multi-task Latent Diffusion Models, by Li Chaorong et al.
Summary of Proreason: Multi-modal Proactive Reasoning with Decoupled Eyesight and Wisdom, by Jingqi Zhou et al.
Summary of A Lightweight Multi Aspect Controlled Text Generation Solution For Large Language Models, by Chenyang Zhang et al.
Summary of Utilizing Large Language Models For Event Deconstruction to Enhance Multimodal Aspect-based Sentiment Analysis, by Xiaoyong Huang et al.
Summary of Llm the Genius Paradox: a Linguistic and Math Expert’s Struggle with Simple Word-based Counting Problems, by Nan Xu et al.
Summary of Speciesism in Natural Language Processing Research, by Masashi Takeshita and Rafal Rzepka
Summary of Rationale Behind Essay Scores: Enhancing S-llm’s Multi-trait Essay Scoring with Rationale Generated by Llms, By Seongyeub Chu et al.
Summary of Supervised Chain Of Thought, by Xiang Zhang et al.
Summary of Few-shot Joint Multimodal Entity-relation Extraction Via Knowledge-enhanced Cross-modal Prompt Model, by Li Yuan et al.
Summary of Synthesizing Post-training Data For Llms Through Multi-agent Simulation, by Shuo Tang et al.
Summary of Reef: Representation Encoding Fingerprints For Large Language Models, by Jie Zhang et al.
Summary of Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity Of Llm Generated Ideas, by Xiang Hu et al.
Summary of Advanced Underwater Image Quality Enhancement Via Hybrid Super-resolution Convolutional Neural Networks and Multi-scale Retinex-based Defogging Techniques, by Yugandhar Reddy Gogireddy et al.
Summary of Swaquad-24: Qa Benchmark Dataset in Swahili, by Alfred Malengo Kondoro
Summary of Logu: Long-form Generation with Uncertainty Expressions, by Ruihan Yang et al.
Summary of Interpretable End-to-end Neurosymbolic Reinforcement Learning Agents, by Nils Grandien et al.
Summary of Ccup: a Controllable Synthetic Data Generation Pipeline For Pretraining Cloth-changing Person Re-identification Models, by Yujian Zhao et al.
Summary of Menti: Bridging Medical Calculator and Llm Agent with Nested Tool Calling, by Yakun Zhu et al.
Summary of Spatiotemporal Object Detection For Improved Aerial Vehicle Detection in Traffic Monitoring, by Kristina Telegraph and Christos Kyrkou
Summary of Simpletom: Exposing the Gap Between Explicit Tom Inference and Implicit Tom Application in Llms, by Yuling Gu et al.
Summary of A New Approach For Fine-tuning Sentence Transformers For Intent Classification and Out-of-scope Detection Tasks, by Tianyi Zhang et al.
Summary of Diffusion Curriculum: Synthetic-to-real Generative Curriculum Learning Via Image-guided Diffusion, by Yijun Liang et al.
Summary of Mirage-bench: Automatic Multilingual Benchmark Arena For Retrieval-augmented Generation Systems, by Nandan Thakur et al.
Summary of Dawn: Dynamic Frame Avatar with Non-autoregressive Diffusion Framework For Talking Head Video Generation, by Hanbo Cheng et al.
Summary of Llm-human Pipeline For Cultural Context Grounding Of Conversations, by Rajkumar Pujari et al.
Summary of Transformer Guided Coevolution: Improved Team Selection in Multiagent Adversarial Team Games, by Pranav Rajbhandari and Prithviraj Dasgupta and Donald Sofge
Summary of Aggregation Artifacts in Subjective Tasks Collapse Large Language Models’ Posteriors, by Georgios Chochlakis et al.
Summary of Popalign: Diversifying Contrasting Patterns For a More Comprehensive Alignment, by Zekun Moore Wang et al.
Summary of Looking Inward: Language Models Can Learn About Themselves by Introspection, By Felix J Binder et al.
Summary of A Pattern to Align Them All: Integrating Different Modalities to Define Multi-modal Entities, by Gianluca Apriceno et al.
Summary of Agentoccam: a Simple Yet Strong Baseline For Llm-based Web Agents, by Ke Yang et al.
Summary of Janus: Decoupling Visual Encoding For Unified Multimodal Understanding and Generation, by Chengyue Wu et al.
Summary of Can Mllms Understand the Deep Implication Behind Chinese Images?, by Chenhao Zhang et al.
Summary of Explaining An Image Classifier with a Generative Model Conditioned by Uncertainty, By Adrien Lecoz et al.
Summary of Arkit Labelmaker: a New Scale For Indoor 3d Scene Understanding, by Guangda Ji et al.
Summary of Detecting Ai-generated Texts in Cross-domains, by You Zhou et al.
Summary of Anchored Alignment For Self-explanations Enhancement, by Luis Felipe Villa-arenas et al.
Summary of Cbt-bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy, by Mian Zhang et al.
Summary of Spin: Self-supervised Prompt Injection, by Leon Zhou et al.
Summary of Research on Travel Route Planing Problems Based on Greedy Algorithm, by Yiquan Wang
Summary of Large Language Models Are Easily Confused: a Quantitative Metric, Security Implications and Typological Analysis, by Yiyi Chen et al.
Summary of Atomic Calibration Of Llms in Long-form Generations, by Caiqi Zhang et al.
Summary of Automatic Translation Alignment Pipeline For Multilingual Digital Editions Of Literary Works, by Maria Levchenko
Summary of Roadmap Towards Superhuman Speech Understanding Using Large Language Models, by Fan Bu et al.
Summary of Computational Approaches to Arabic-english Code-switching, by Caroline Sabty
Summary of Advancing Large Language Model Attribution Through Self-improving, by Lei Huang et al.
Summary of Cerberus: Efficient Inference with Adaptive Parallel Decoding and Sequential Knowledge Enhancement, by Yuxuan Liu et al.
Summary of Mitigating Hallucinations in Large Vision-language Models Via Summary-guided Decoding, by Kyungmin Min et al.
Summary of Lar-echr: a New Legal Argument Reasoning Task and Dataset For Cases Of the European Court Of Human Rights, by Odysseas S. Chlapanis et al.
Summary of Magictailor: Component-controllable Personalization in Text-to-image Diffusion Models, by Donghao Zhou et al.
Summary of Attr-int: a Simple and Effective Entity Alignment Framework For Heterogeneous Knowledge Graphs, by Linyan Yang et al.
Summary of Instruction-driven Game Engine: a Poker Case Study, by Hongqiu Wu and Xingyuan Liu and Yan Wang and Hai Zhao
Summary of Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models, by Chengyu Du et al.
Summary of Bias in the Mirror: Are Llms Opinions Robust to Their Own Adversarial Attacks ?, by Virgile Rennard et al.
Summary of Integrating Temporal Representations For Dynamic Memory Retrieval and Management in Large Language Models, by Yuki Hou and Haruki Tamoto and Homei Miyashita
Summary of Can Medical Vision-language Pre-training Succeed with Purely Synthetic Data?, by Che Liu et al.
Summary of Multi-trait User Simulation with Adaptive Decoding For Conversational Task Assistants, by Rafael Ferreira et al.
Summary of Mirror: a Novel Approach For the Automated Evaluation Of Open-ended Question Generation, by Aniket Deroy et al.
Summary of Large Language Models and the Rationalist Empiricist Debate, by David King
Summary of Umambaadj: Advancing Gtv Segmentation For Head and Neck Cancer in Mri-guided Rt with Umamba and Nnu-net Resenc Planner, by Jintao Ren et al.
Summary of Large Language Models As a Tool For Mining Object Knowledge, by Hannah Youngeun An and Lenhart K. Schubert
Summary of Gradient Map-assisted Head and Neck Tumor Segmentation: a Pre-rt to Mid-rt Approach in Mri-guided Radiotherapy, by Jintao Ren et al.
Summary of Qtok: a Comprehensive Framework For Evaluating Multilingual Tokenizer Quality in Large Language Models, by Iaroslav Chelombitko et al.
Summary of Lfosum: Summarizing Long-form Opinions with Large Language Models, by Mir Tafseer Nayeem et al.
Summary of Channel-wise Mixed-precision Quantization For Large Language Models, by Zihan Chen et al.
Summary of Eras: Evaluating the Robustness Of Chinese Nlp Models to Morphological Garden Path Errors, by Qinchan Li and Sophie Hao
Summary of Language Models As Semiotic Machines: Reconceptualizing Ai Language Systems Through Structuralist and Post-structuralist Theories Of Language, by Elad Vromen
Summary of Tuning Language Models by Mixture-of-depths Ensemble, By Haoyan Luo et al.
Summary of Task Consistent Prototype Learning For Incremental Few-shot Semantic Segmentation, by Wenbo Xu et al.
Summary of Learning to Summarize From Llm-generated Feedback, by Hwanjun Song and Taewon Yun and Yuho Lee and Jihwan Oh and Gihun Lee and Jason Cai and Hang Su
Summary of Trust but Verify: Programmatic Vlm Evaluation in the Wild, by Viraj Prabhu et al.
Summary of Chain Of Ideas: Revolutionizing Research Via Novel Idea Development with Llm Agents, by Long Li and Weiwen Xu and Jiayan Guo and Ruochen Zhao and Xingxuan Li and Yuqian Yuan and Boqiang Zhang and Yuming Jiang and Yifei Xin and Ronghao Dang and Deli Zhao and Yu Rong and Tian Feng and Lidong Bing
Summary of Aixcoder-7b: a Lightweight and Effective Large Language Model For Code Processing, by Siyuan Jiang et al.
Summary of Mcqg-srefine: Multiple Choice Question Generation and Evaluation with Iterative Self-critique, Correction, and Comparison Feedback, by Zonghai Yao et al.
Summary of Measuring Free-form Decision-making Inconsistency Of Language Models in Military Crisis Simulations, by Aryan Shrivastava et al.
Summary of Faithbench: a Diverse Hallucination Benchmark For Summarization by Modern Llms, By Forrest Sheng Bao et al.
Summary of Capturing Bias Diversity in Llms, by Purva Prasad Gosavi and Vaishnavi Murlidhar Kulkarni and Alan F. Smeaton
Summary of Exploring Prompt Engineering: a Systematic Review with Swot Analysis, by Aditi Singh et al.
Summary of A Two-model Approach For Humour Style Recognition, by Mary Ogbuka Kenneth et al.
Summary of Toward Relieving Clinician Burden by Automatically Generating Progress Notes Using Interim Hospital Data, By Sarvesh Soni et al.
Summary of Accurate and Regret-aware Numerical Problem Solver For Tabular Question Answering, by Yuxiang Wang et al.
Summary of Accept: Adaptive Codebook For Composite and Efficient Prompt Tuning, by Yu-chen Lin et al.