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)

Making Sense of LLM Decisions: A Prototype-based Framework for Explainable Classification AAAI 2026 MALicious INTent Dataset and Inoculating LLMs for Enhanced Disinformation Detection EACL 2026 Manipulation Intention Understanding for Zero-Shot Composed Image Retrieval AAAI 2026 Map of Encoders – Mapping Sentence Encoders using Quantum Relative Entropy ACL 2026 Martingale Foresight Sampling: A Principled Approach to Inference-Time LLM Decoding EACL 2026 Massively Multilingual Joint Segmentation and Glossing ACL 2026 MathEDU: Feedback Generation on Problem-Solving Processes for Mathematical Learning Support EACL 2026 MATH-IDN: A Multilingual Mathematical Problem Solving Dataset Featuring Local Languages in Indonesia EACL 2026 MathMist: A Parallel Multilingual Benchmark Dataset for Mathematical Problem Solving and Reasoning EACL 2026 MBZUAI at AMIYA Shared Task 2026: Adapting Open-Source LLMs for Dialectal Arabic EACL 2026 MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools AAAI 2026 MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models AAAI 2026 mdok-style at SemEval-2026 Task 9: Finetuning LLMs for Multilingual Polarization Detection SemEval 2026 Measuring and Mitigating Shortcut Reliance in Language Models with Probe-Based Representation Entanglement ACL 2026 Measuring Idiomaticity in Text Embedding Models with epsilon-compositionality EACL 2026 Measuring Linguistic Competence of LLMs on Indigenous Languages of the Americas EACL 2026 Measuring LLMs’ Sensitivity to Paraphrased Opinion Prompts EACL 2026 Measuring Social Integration Through Participation: Categorizing Organizations and Leisure Activities in the Displaced Karelians Interview Archive using LLMs EACL 2026 Measuring the Unmeasurable: Unveiling Latent Cognitive Capabilities of LLM AAAI 2026 MEDAL: A Framework for Benchmarking LLMs as Multilingual Open-Domain Dialogue Evaluators EACL 2026 MED-COREASONER: Reducing Language Disparities in Medical Reasoning via Language-Informed Co-Reasoning ACL 2026 MedMKEB: A Comprehensive Knowledge Editing Benchmark for Medical Multimodal Large Language Models AAAI 2026 MedOmni-45°: A Safety–Performance Benchmark for Reasoning-Oriented LLMs in Medicine AAAI 2026 MedQA-CS: Objective Structured Clinical Examination (OSCE)-Style Benchmark for Evaluating LLM Clinical Skills EACL 2026 MEENA (PersianMMMU): Multimodal-Multilingual Educational Exams for N-level Assessment EACL 2026