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)

The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models ACL 2024 The Kronieken Corpus: an Annotated Collection of Dutch/Flemish Chronicles from 1500-1850 EACL 2024 The Lou Dataset - Exploring the Impact of Gender-Fair Language in German Text Classification EMNLP 2024 The Low Saxon LSDC Dataset at Universal Dependencies COLING 2024 Themis: A Reference-free NLG Evaluation Language Model with Flexibility and Interpretability EMNLP 2024 The Model Arena for Cross-lingual Sentiment Analysis: A Comparative Study in the Era of Large Language Models ACL 2024 The Moral Foundations Weibo Corpus EMNLP 2024 The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm EMNLP 2024 The Multilingual Corpus of World’s Constitutions (MCWC) COLING 2024 The Music Maestro or The Musically Challenged, A Massive Music Evaluation Benchmark for Large Language Models ACL 2024 The Overlooked Repetitive Lengthening Form in Sentiment Analysis EMNLP 2024 The Paradox of Preference: A Study on LLM Alignment Algorithms and Data Acquisition Methods NAACL 2024 The Parallel Corpus of Russian and Ruska Romani Languages ACL 2024 The ParCoLab Parallel Corpus and Its Extension to Four Regional Languages of France COLING 2024 The ParlaSent Multilingual Training Dataset for Sentiment Identification in Parliamentary Proceedings COLING 2024 The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models NeurIPS 2024 The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models ACL 2024 The Promises and Pitfalls of Using Language Models to Measure Instruction Quality in Education NAACL 2024 The Reasonableness Behind Unreasonable Translation Capability of Large Language Model ICLR 2024 The Representation Landscape of Few-Shot Learning and Fine-Tuning in Large Language Models NeurIPS 2024 The Rise and Fall of Dependency Parsing in Dante Alighieri’s Divine Comedy COLING 2024 Thermometer: Towards Universal Calibration for Large Language Models ICML 2024 The Role of Adverbs in Language Variety Identification: The Case of Portuguese Multi-Word Adverbs NAACL 2024 The Scandinavian Embedding Benchmarks: Comprehensive Assessment of Multilingual and Monolingual Text Embedding NeurIPS 2024 The Semantic Relations in LLMs: An Information-theoretic Compression Approach COLING 2024