conftrace_

Resources & Methods

16,196 papers (36 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Large Language Models (9,341) Multilingual NLP (4,318) Text Representation (2,156) Lexical Semantics (710) Knowledge Editing (465) Transfer Learning (442) Prompt Engineering (128) Multimodal NLP (117) Pretraining (101)

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Papers (including subtopics)

Learning to Summarize from LLM-generated Feedback NAACL 2025 Learning Transition Patterns by Large Language Models for Sequential Recommendation COLING 2025 Learning Word Embeddings from Glosses: A Multi-Loss Framework for Arabic Reverse Dictionary Tasks EMNLP 2025 LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop EMNLP 2025 Learn Together: Joint Multitask Finetuning of Pretrained KG-enhanced LLM for Downstream Tasks COLING 2025 Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025 Learn to Think: Bootstrapping LLM Logic Through Graph Representation Learning IJCAI 2025 Learn Your Reference Model for Real Good Alignment ICLR 2025 Legal Document Summarization: A Zero-shot Modular Agentic Workflow Approach AACL 2025 LEGION: Learning to Ground and Explain for Synthetic Image Detection ICCV 2025 LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors EMNLP 2025 LeMAJ (Legal LLM-as-a-Judge): Bridging Legal Reasoning and LLM Evaluation EMNLP 2025 LEMMA: Learning from Errors for MatheMatical Advancement in LLMs ACL 2025 Lemmatisation & Morphological Analysis of Unedited Greek: Do Simple Tasks Need Complex Solutions? ACL 2025 Lemmatization of Polish Multi-word Expressions EMNLP 2025 LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World ACL 2025 Length Controlled Generation for Black-box LLMs ACL 2025 Length-Induced Embedding Collapse in PLM-based Models ACL 2025 LensLLM: Unveiling Fine-Tuning Dynamics for LLM Selection ICML 2025 LESA: Learnable LLM Layer Scaling-Up ACL 2025 Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts ACL 2025 Less Can be More: An Empirical Evaluation of Small and Large Language Models for Sentence-level Claim Detection ACL 2025 Less is More: The Effectiveness of Compact Typological Language Representations EMNLP 2025 Less Is MuRE: Revisiting Shallow Knowledge Graph Embeddings EMNLP 2025 Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark COLING 2025