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)

ZeroNER: Fueling Zero-Shot Named Entity Recognition via Entity Type Descriptions ACL 2025 Zero-Shot ATC Coding with Large Language Models for Clinical Assessments NAACL 2025 Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation EMNLP 2025 Zero-shot Cross-lingual NER via Mitigating Language Difference: An Entity-aligned Translation Perspective EMNLP 2025 Zero-Shot Grammar Competency Estimation Using Large Language Model Generated Pseudo Labels IJCNLP 2025 Zero-Shot Keyphrase Generation: Investigating Specialized Instructions and Multi-sample Aggregation on Large Language Models NAACL 2025 Zero-Shot Learning for Materials Science Texts: Leveraging Duck Typing Principles AAAI 2025 Zero-Shot Multi-Label Classification of Bangla Documents: Large Decoders Vs. Classic Encoders AACL 2025 ZeroSumEval: An Extensible Framework For Scaling LLM Evaluation with Inter-Model Competition ACL 2025 Zeroth-Order Policy Gradient for Reinforcement Learning from Human Feedback without Reward Inference ICLR 2025 Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels COLING 2025 Zhoumou at SemEval-2025 Task 1: Leveraging Multimodal Data Augmentation and Large Language Models for Enhanced Idiom Understanding SemEval 2025 ZJUKLAB at SemEval-2025 Task 4: Unlearning via Model Merging. SemEval 2025 ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs EMNLP 2025 β-DPO: Direct Preference Optimization with Dynamic β NeurIPS 2024 S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting ICML 2024 ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs NeurIPS 2024 MoE-RBench: Towards Building Reliable Language Models with Sparse Mixture-of-Experts ICML 2024 0x.Yuan at SemEval-2024 Task 5: Enhancing Legal Argument Reasoning with Structured Prompts SemEval 2024 1+1>2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators? EMNLP 2024 3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability NeurIPS 2024 AAVENUE: Detecting LLM Biases on NLU Tasks in AAVE via a Novel Benchmark EMNLP 2024 A + B: A General Generator-Reader Framework for Optimizing LLMs to Unleash Synergy Potential ACL 2024 A Benchmark for Learning to Translate a New Language from One Grammar Book ICLR 2024 A Benchmark Suite of Japanese Natural Questions NAACL 2024