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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Virtual Personas for Language Models via an Anthology of Backstories EMNLP 2024
Whiteboard-of-Thought: Thinking Step-by-Step Across Modalities EMNLP 2024
Self-Training Large Language and Vision Assistant for Medical Question Answering EMNLP 2024
Detecting Online Community Practices with Large Language Models: A Case Study of Pro-Ukrainian Publics on Twitter EMNLP 2024
Evaluating Concurrent Robustness of Language Models Across Diverse Challenge Sets EMNLP 2024
ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning EMNLP 2024
MATSA: Multi-Agent Table Structure Attribution EMNLP 2024
Generative Dictionary: Improving Language Learner Understanding with Contextual Definitions EMNLP 2024
SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models EMNLP 2024
Robust ASR Error Correction with Conservative Data Filtering EMNLP 2024
Improving Hierarchical Text Clustering with LLM-guided Multi-view Cluster Representation EMNLP 2024
Pretraining and Finetuning Language Models on Geospatial Networks for Accurate Address Matching EMNLP 2024
Structured Object Language Modeling (SO-LM): Native Structured Objects Generation Conforming to Complex Schemas with Self-Supervised Denoising EMNLP 2024
ProConSuL: Project Context for Code Summarization with LLMs EMNLP 2024
Value Alignment from Unstructured Text EMNLP 2024
Can LLMs Learn From Mistakes? An Empirical Study on Reasoning Tasks EMNLP 2024
Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards EMNLP 2024
Visual Question Decomposition on Multimodal Large Language Models EMNLP 2024
Enhancing Polyglot Voices by Leveraging Cross-Lingual Fine-Tuning in Any-to-One Voice Conversion EMNLP 2024
Exploring Question Guidance and Answer Calibration for Visually Grounded Video Question Answering EMNLP 2024
Data Diversity Matters for Robust Instruction Tuning EMNLP 2024
LaRS: Latent Reasoning Skills for Chain-of-Thought Reasoning EMNLP 2024
SummaCoz: A Dataset for Improving the Interpretability of Factual Consistency Detection for Summarization EMNLP 2024
Leveraging Grammar Induction for Language Understanding and Generation EMNLP 2024
IndoCL: Benchmarking Indonesian Language Development Assessment EMNLP 2024