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)

Papers per year

2

3

5

5

7

5

6

4

10

9

6

77

224

402

561

898

1,020

1,354

1,930

3,704

4,815

1,149

'10

'15

'20

'25

Papers (including subtopics)

AMI at WMT25 General Translation Task: How Low Can We Go? Finetuning Lightweight Llama Models for Low Resource Machine Translation EMNLP 2025 A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025 A Monte-Carlo Sampling Framework For Reliable Evaluation of Large Language Models Using Behavioral Analysis EMNLP 2025 AMoPO: Adaptive Multi-objective Preference Optimization without Reward Models and Reference Models ACL 2025 A Morpheme-Aware Child-Inspired Language Model EMNLP 2025 Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference NAACL 2025 Amulet: ReAlignment During Test Time for Personalized Preference Adaptation of LLMs ICLR 2025 A Multi-Labeled Dataset for Indonesian Discourse: Examining Toxicity, Polarization, and Demographics Information ACL 2025 A Multilingual, Culture-First Approach to Addressing Misgendering in LLM Applications EMNLP 2025 A Multimodal Recaptioning Framework to Account for Perceptual Diversity Across Languages in Vision-Language Modeling IJCNLP 2025 A Multi-persona Framework for Argument Quality Assessment ACL 2025 AMWAL: Named Entity Recognition for Arabic Financial News COLING 2025 An Active Learning Framework for Inclusive Generation by Large Language Models COLING 2025 Anak Baik: A Low-Cost Approach to Curate Indonesian Ethical and Unethical Instructions COLING 2025 Analysing Chain of Thought Dynamics: Active Guidance or Unfaithful Post-hoc Rationalisation? EMNLP 2025 Analysis of Phonetic Level Similarities Across Languages in Emotional Speech Interspeech 2025 Analyzing and Improving Coherence of Large Language Models in Question Answering NAACL 2025 Analyzing Gambling Addictions: A Spanish Corpus for Understanding Pathological Behavior EMNLP 2025 Analyzing LLMs’ Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations ACL 2025 Analyzing the Effect of Linguistic Similarity on Cross-Lingual Transfer: Tasks and Experimental Setups Matter ACL 2025 Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels EMNLP 2025 Analyzing the Linguistic Priors of Language Models with Synthetic Languages ACL 2025 An Analysis for Reasoning Bias of Language Models with Small Initialization ICML 2025 An Analysis of the Impact of Problem Paraphrasing on LLM-Based Mathematical Problem Solving IJCNLP 2025 An Annotation Protocol for Diachronic Evaluation of Semantic Drift in Disability Sources ACL 2025