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 Lies Characters Tell: Utilizing Large Language Models to Normalize Adversarial Unicode Perturbations ACL 2025 The Linguistic Connectivities Within Large Language Models ACL 2025 The LLM Already Knows: Estimating LLM-Perceived Question Difficulty via Hidden Representations EMNLP 2025 The Lookahead Limitation: Why Multi-Operand Addition is Hard for LLMs EMNLP 2025 Theme-Explanation Structure for Table Summarization using Large Language Models: A Case Study on Korean Tabular Data ACL 2025 The Million Authors Corpus: A Cross-Lingual and Cross-Domain Wikipedia Dataset for Authorship Verification ACL 2025 The Mirage of Model Editing: Revisiting Evaluation in the Wild ACL 2025 The Nakba Lexicon: Building a Comprehensive Dataset from Palestinian Literature COLING 2025 TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding ACL 2025 Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models ACL 2025 Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization IJCAI 2025 Theory of Mind in Large Language Models: Assessment and Enhancement ACL 2025 The Promises and Pitfalls of LLM Annotations in Dataset Labeling: a Case Study on Media Bias Detection NAACL 2025 The Prompt Makes the Person(a): A Systematic Evaluation of Sociodemographic Persona Prompting for Large Language Models EMNLP 2025 The Pursuit of Empathy: Evaluating Small Language Models for PTSD Dialogue Support EMNLP 2025 The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction ACL 2025 There’s No Such Thing as Simple Reasoning for LLMs ACL 2025 The revision of linguistic annotation in the Universal Dependencies framework: a look at the annotators’ behavior ACL 2025 The Rise and Down of Babel Tower: Investigating the Evolution Process of Multilingual Code Large Language Model ICLR 2025 The Role of Abstract Representations and Observed Preferences in the Ordering of Binomials in Large Language Models ACL 2025 The Role of Deductive and Inductive Reasoning in Large Language Models ACL 2025 The Role of Handling Attributive Nouns in Improving Chinese-To-English Machine Translation COLING 2025 The Role of Sparsity for Length Generalization in LLMs ICML 2025 The Russian-focused embedders’ exploration: ruMTEB benchmark and Russian embedding model design NAACL 2025 The Same but Different: Structural Similarities and Differences in Multilingual Language Modeling ICLR 2025