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)

MemoryART: Enhancing LLMs via Multi-Memory Models with Adaptive Resonance Theory for Healthcare Agents AAAI 2026 Mem-PAL: Towards Memory-based Personalized Dialogue Assistants for Long-term User-Agent Interaction AAAI 2026 MERLIN: Multi-Stage Curriculum Alignment for Multilingual Encoder-LLM Integration in Cross-Lingual Reasoning EACL 2026 MicLog: Towards Accurate and Efficient LLM-based Log Parsing via Progressive Meta In-Context Learning AAAI 2026 MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis AAAI 2026 MINDS at SemEval-2026 Task 9: A Multi-Paradigm Approach to Cross-Lingual Polarization Detection SemEval 2026 Mind Your Steps in Biomedical Named Entity Recognition: First Extract, Tag Afterwards EACL 2026 Mitigating Error Accumulation in Knowledge Editing for Multi-Hop Question Answering AAAI 2026 Mitigating Hallucinations in Large Language Models via Causal Reasoning AAAI 2026 MKJ at SemEval-2026 Task 9: A Comparative Study of Generalist, Specialist, and Ensemble Strategies for Multilingual Polarization SemEval 2026 MMAC: A Multilingual, Multimodal Alignment Framework for Cultural Grounding Evaluation ACL 2026 MME-SCI: A Comprehensive and Challenging Science Benchmark for Multimodal Large Language Models AAAI 2026 M-MiniGPT4: Multilingual VLLM Alignment via Translated Data EACL 2026 MoCHA: Advanced Vision-Language Reasoning with MoE Connector and Hierarchical Group Attention AAAI 2026 Modality Matching Matters: Calibrating Language Distances for Cross-Lingual Transfer in URIEL+ EACL 2026 Model Editing as a Double-Edged Sword: Steering Agent Behavior Toward Beneficence or Harm AAAI 2026 Modeling Uncertainty Trends for Timely Retrieval in Dynamic RAG AAAI 2026 Model Internal Sleuthing: Finding Lexical Identity and Inflectional Features in Modern Language Models ACL 2026 Modelling the Morphology of Verbal Paradigms: A Case Study in the Tokenization of Turkish and Hebrew EACL 2026 Modular Monolingual Adaptation using Pretrained Language Models ACL 2026 MoHoBench: Assessing Honesty of Multimodal Large Language Models via Unanswerable Visual Questions AAAI 2026 MoMo at SemEval-2026 Task 9: Inference-Only Prompting vs. Fine-Tuning for Multilingual Polarization Detection SemEval 2026 More Aligned, Less Diverse? Analyzing the Grammar and Lexicon of Two Generations of LLMs ACL 2026 Morpheme Matters: Morpheme-Based Subword Tokenization for Korean Language Models EACL 2026 MorphoFiltered-Gemini at MWE-2026 PARSEME 2.0 Subtask 1: Tackling LLM Overgeneration via Universal POS-based Constraints EACL 2026