conftrace_

Resources & Methods

16,283 papers (38 classified directly here)

Subtopics

Large Language Models (9,153) Multilingual NLP (4,621) Text Representation (2,258) Lexical Semantics (767) Knowledge Editing (459) Transfer Learning (459) Multimodal NLP (97) Prompt Engineering (93) Pretraining (77)

Papers per year

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Papers (including subtopics)

Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models EMNLP 2024
LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages EMNLP 2024
Together We Can: Multilingual Automatic Post-Editing for Low-Resource Languages EMNLP 2024
From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models EMNLP 2024
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents EMNLP 2024
Functionality learning through specification instructions EMNLP 2024
Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability EMNLP 2024
Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities EMNLP 2024
Leveraging Web-Crawled Data for High-Quality Fine-Tuning EMNLP 2024
Revisiting the Impact of Pursuing Modularity for Code Generation EMNLP 2024
R2AG: Incorporating Retrieval Information into Retrieval Augmented Generation EMNLP 2024
Gender Identity in Pretrained Language Models: An Inclusive Approach to Data Creation and Probing EMNLP 2024
“Vorbești Românește?” A Recipe to Train Powerful Romanian LLMs with English Instructions EMNLP 2024
Soda-Eval: Open-Domain Dialogue Evaluation in the age of LLMs EMNLP 2024
FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models EMNLP 2024
CSLM: A Framework for Question Answering Dataset Generation through Collaborative Small Language Models EMNLP 2024
Automating Easy Read Text Segmentation EMNLP 2024
MATHWELL: Generating Educational Math Word Problems Using Teacher Annotations EMNLP 2024
Creative Problem Solving in Large Language and Vision Models - What Would it Take? EMNLP 2024
Cross-Lingual Multi-Hop Knowledge Editing EMNLP 2024
Dual-Phase Accelerated Prompt Optimization EMNLP 2024
SAFARI: Cross-lingual Bias and Factuality Detection in News Media and News Articles EMNLP 2024
An LLM-Enabled Knowledge Elicitation and Retrieval Framework for Zero-Shot Cross-Lingual Stance Identification EMNLP 2024
TuringQ: Benchmarking AI Comprehension in Theory of Computation EMNLP 2024
Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks EMNLP 2024