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)

Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms NeurIPS 2024 Scaling Laws of RoPE-based Extrapolation ICLR 2024 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies NeurIPS 2024 Scaling Parameter-Constrained Language Models with Quality Data EMNLP 2024 Scaling Properties of Speech Language Models EMNLP 2024 Scaling Sentence Embeddings with Large Language Models EMNLP 2024 Scaling Up Video Summarization Pretraining with Large Language Models CVPR 2024 Schema-Driven Information Extraction from Heterogeneous Tables EMNLP 2024 SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models ICML 2024 SciCode: A Research Coding Benchmark Curated by Scientists NeurIPS 2024 SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research AAAI 2024 SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading EMNLP 2024 SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models NeurIPS 2024 SciOL and MuLMS-Img: Introducing a Large-Scale Multimodal Scientific Dataset and Models for Image-Text Tasks in the Scientific Domain WACV 2024 SciPara: A New Dataset for Investigating Paragraph Discourse Structure in Scientific Papers EACL 2024 SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics EMNLP 2024 SciSpace Copilot: Empowering Researchers through Intelligent Reading Assistance AAAI 2024 SCITUNE: Aligning Large Language Models with Human-Curated Scientific Multimodal Instructions EMNLP 2024 ScriptMix: Mixing Scripts for Low-resource Language Parsing NAACL 2024 SDG target detection in environmental reports using Retrieval-augmented Generation with LLMs ACL 2024 Se2: Sequential Example Selection for In-Context Learning ACL 2024 SeaLLMs - Large Language Models for Southeast Asia ACL 2024 Search-Adaptor: Embedding Customization for Information Retrieval ACL 2024 Search if you don’t know! Knowledge-Augmented Korean Grammatical Error Correction with Large Language Models EMNLP 2024 Search Query Refinement for Japanese Named Entity Recognition in E-commerce Domain NAACL 2024