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)

D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning IJCAI 2025 DAC: Decomposed Automation Correction for Text-to-SQL EMNLP 2025 DadmaTools V2: an Adapter-Based Natural Language Processing Toolkit for the Persian Language COLING 2025 daDPO: Distribution-Aware DPO for Distilling Conversational Abilities ACL 2025 DaKultur: Evaluating the Cultural Awareness of Language Models for Danish with Native Speakers NAACL 2025 DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration ACL 2025 Data and Model Centric Approaches for Expansion of Large Language Models to New languages EMNLP 2025 Data Augmentation for Maltese NLP using Transliterated and Machine Translated Arabic Data EMNLP 2025 Data-centric NLP Backdoor Defense from the Lens of Memorization NAACL 2025 DataDecide: How to Predict Best Pretraining Data with Small Experiments ICML 2025 Data Doping or True Intelligence? Evaluating the Transferability of Injected Knowledge in LLMs EMNLP 2025 Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data EMNLP 2025 Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs EMNLP 2025 Dataground at SemEval-2025 Task 8: Small LLMs and Preference Optimization for Tabular QA SemEval 2025 DataHacks at PerAnsSumm 2025: LoRA-Driven Prompt Engineering for Perspective Aware Span Identification and Summarization NAACL 2025 DataMan: Data Manager for Pre-training Large Language Models ICLR 2025 Data-scarce Behavior Editing of Language Models EMNLP 2025 Dataset of News Articles with Provenance Metadata for Media Relevance Assessment ACL 2025 Dataverse: Open-Source ETL (Extract, Transform, Load) Pipeline for Large Language Models NAACL 2025 Data Wrangling Task Automation Using Code-Generating Language Models AAAI 2025 Date Fragments: A Hidden Bottleneck of Tokenization for Temporal Reasoning EMNLP 2025 DateLogicQA: Benchmarking Temporal Biases in Large Language Models NAACL 2025 DavIR: Data Selection via Implicit Reward for Large Language Models ACL 2025 DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL EMNLP 2025 DCBU at GenAI Detection Task 1: Enhancing Machine-Generated Text Detection with Semantic and Probabilistic Features COLING 2025