stereoplegic
's Collections
Multilingual
updated
Dissecting In-Context Learning of Translations in GPTs
Paper
•
2310.15987
•
Published
•
5
Monolingual or Multilingual Instruction Tuning: Which Makes a Better
Alpaca
Paper
•
2309.08958
•
Published
•
2
X-LLM: Bootstrapping Advanced Large Language Models by Treating
Multi-Modalities as Foreign Languages
Paper
•
2305.04160
•
Published
•
2
Ziya-VL: Bilingual Large Vision-Language Model via Multi-Task
Instruction Tuning
Paper
•
2310.08166
•
Published
•
1
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large
Language Models in 167 Languages
Paper
•
2309.09400
•
Published
•
82
A Paradigm Shift in Machine Translation: Boosting Translation
Performance of Large Language Models
Paper
•
2309.11674
•
Published
•
31
Towards Effective Disambiguation for Machine Translation with Large
Language Models
Paper
•
2309.11668
•
Published
•
1
Improving Translation Faithfulness of Large Language Models via
Augmenting Instructions
Paper
•
2308.12674
•
Published
•
1
Empowering Cross-lingual Abilities of Instruction-tuned Large Language
Models by Translation-following demonstrations
Paper
•
2308.14186
•
Published
•
1
Extrapolating Large Language Models to Non-English by Aligning Languages
Paper
•
2308.04948
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Published
•
1
Neural Machine Translation Models Can Learn to be Few-shot Learners
Paper
•
2309.08590
•
Published
•
1
LongBench: A Bilingual, Multitask Benchmark for Long Context
Understanding
Paper
•
2308.14508
•
Published
•
2
Multilingual Machine Translation with Large Language Models: Empirical
Results and Analysis
Paper
•
2304.04675
•
Published
•
1
Baichuan 2: Open Large-scale Language Models
Paper
•
2309.10305
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Published
•
19
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
Paper
•
2303.03915
•
Published
•
6
Efficient Finetuning Large Language Models For Vietnamese Chatbot
Paper
•
2309.04646
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Published
•
1
Paper
•
2309.16609
•
Published
•
34
OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model
Pre-trained from Scratch
Paper
•
2309.10706
•
Published
•
16
Sequence-to-Sequence Spanish Pre-trained Language Models
Paper
•
2309.11259
•
Published
•
1
Snowman: A Million-scale Chinese Commonsense Knowledge Graph Distilled
from Foundation Model
Paper
•
2306.10241
•
Published
•
1
Zero-Shot Cross-Lingual Summarization via Large Language Models
Paper
•
2302.14229
•
Published
•
1
Towards Unifying Multi-Lingual and Cross-Lingual Summarization
Paper
•
2305.09220
•
Published
•
1
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer
Paper
•
2306.01709
•
Published
•
1
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual
Retrieval
Paper
•
2204.02292
•
Published
•
1
Composable Sparse Fine-Tuning for Cross-Lingual Transfer
Paper
•
2110.07560
•
Published
•
1
Comparison between parameter-efficient techniques and full fine-tuning:
A case study on multilingual news article classification
Paper
•
2308.07282
•
Published
•
1
A General-Purpose Multilingual Document Encoder
Paper
•
2305.07016
•
Published
•
1
Transfer to a Low-Resource Language via Close Relatives: The Case Study
on Faroese
Paper
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2304.08823
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Published
•
1
Massively Multilingual Lexical Specialization of Multilingual
Transformers
Paper
•
2208.01018
•
Published
•
1
Improved Cross-Lingual Transfer Learning For Automatic Speech
Translation
Paper
•
2306.00789
•
Published
•
1
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual
Speech Representation
Paper
•
2205.08180
•
Published
•
1
Bootstrapping Multilingual AMR with Contextual Word Alignments
Paper
•
2102.02189
•
Published
•
1
BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting
Paper
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2212.09535
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Published
•
1
A Family of Pretrained Transformer Language Models for Russian
Paper
•
2309.10931
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Published
•
4
Are Large Language Model-based Evaluators the Solution to Scaling Up
Multilingual Evaluation?
Paper
•
2309.07462
•
Published
•
3
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset
Paper
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2309.04662
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Published
•
22
Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open
Generative Large Language Models
Paper
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2308.16149
•
Published
•
25
Steering Large Language Models for Machine Translation with Finetuning
and In-Context Learning
Paper
•
2310.13448
•
Published
•
1
Terminology-Aware Translation with Constrained Decoding and Large
Language Model Prompting
Paper
•
2310.05824
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Published
•
1
GEMBA-MQM: Detecting Translation Quality Error Spans with GPT-4
Paper
•
2310.13988
•
Published
•
1
SCALE: Synergized Collaboration of Asymmetric Language Translation
Engines
Paper
•
2309.17061
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Published
•
1
Fast Lexically Constrained Decoding with Dynamic Beam Allocation for
Neural Machine Translation
Paper
•
1804.06609
•
Published
•
1
Skywork: A More Open Bilingual Foundation Model
Paper
•
2310.19341
•
Published
•
5
Chinese Fine-Grained Financial Sentiment Analysis with Large Language
Models
Paper
•
2306.14096
•
Published
•
1
Bactrian-X : A Multilingual Replicable Instruction-Following Model with
Low-Rank Adaptation
Paper
•
2305.15011
•
Published
•
1
InstructAlign: High-and-Low Resource Language Alignment via Continual
Crosslingual Instruction Tuning
Paper
•
2305.13627
•
Published
•
1
Not All Languages Are Created Equal in LLMs: Improving Multilingual
Capability by Cross-Lingual-Thought Prompting
Paper
•
2305.07004
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Published
•
1
M^3IT: A Large-Scale Dataset towards Multi-Modal Multilingual
Instruction Tuning
Paper
•
2306.04387
•
Published
•
8
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual
Understanding With Multilingual Language Models
Paper
•
2210.12360
•
Published
•
1
GrammarGPT: Exploring Open-Source LLMs for Native Chinese Grammatical
Error Correction with Supervised Fine-Tuning
Paper
•
2307.13923
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Published
•
1
Evaluating GPT-3.5 and GPT-4 on Grammatical Error Correction for
Brazilian Portuguese
Paper
•
2306.15788
•
Published
•
2
Are Pre-trained Language Models Useful for Model Ensemble in Chinese
Grammatical Error Correction?
Paper
•
2305.15183
•
Published
•
1
CFGPT: Chinese Financial Assistant with Large Language Model
Paper
•
2309.10654
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Published
•
1
Chinese Open Instruction Generalist: A Preliminary Release
Paper
•
2304.07987
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Published
•
2
Okapi: Instruction-tuned Large Language Models in Multiple Languages
with Reinforcement Learning from Human Feedback
Paper
•
2307.16039
•
Published
•
4
NusaWrites: Constructing High-Quality Corpora for Underrepresented and
Extremely Low-Resource Languages
Paper
•
2309.10661
•
Published
•
1
AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for
Efficient Neural Machine Translation
Paper
•
2210.07535
•
Published
•
1
Only 5\% Attention Is All You Need: Efficient Long-range Document-level
Neural Machine Translation
Paper
•
2309.14174
•
Published
•
1
Semantics-aware Attention Improves Neural Machine Translation
Paper
•
2110.06920
•
Published
•
1
CodeApex: A Bilingual Programming Evaluation Benchmark for Large
Language Models
Paper
•
2309.01940
•
Published
•
1
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for
Longer Sequences
Paper
•
2305.11129
•
Published
•
2
The Vault: A Comprehensive Multilingual Dataset for Advancing Code
Understanding and Generation
Paper
•
2305.06156
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Published
•
2
Constructing Multilingual Code Search Dataset Using Neural Machine
Translation
Paper
•
2306.15604
•
Published
•
1
Neural Machine Translation for Code Generation
Paper
•
2305.13504
•
Published
•
1
On Learning Meaningful Code Changes via Neural Machine Translation
Paper
•
1901.09102
•
Published
•
1
CCT-Code: Cross-Consistency Training for Multilingual Clone Detection
and Code Search
Paper
•
2305.11626
•
Published
•
1
ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for
Programming Languages
Paper
•
2212.06742
•
Published
•
2
Simultaneous Machine Translation with Large Language Models
Paper
•
2309.06706
•
Published
•
1
New Trends in Machine Translation using Large Language Models: Case
Examples with ChatGPT
Paper
•
2305.01181
•
Published
•
1
Language-Routing Mixture of Experts for Multilingual and Code-Switching
Speech Recognition
Paper
•
2307.05956
•
Published
•
1
Distributional Data Augmentation Methods for Low Resource Language
Paper
•
2309.04862
•
Published
•
1
Direct Neural Machine Translation with Task-level Mixture of Experts
models
Paper
•
2310.12236
•
Published
•
2
CONFLATOR: Incorporating Switching Point based Rotatory Positional
Encodings for Code-Mixed Language Modeling
Paper
•
2309.05270
•
Published
•
1
Memory-efficient NLLB-200: Language-specific Expert Pruning of a
Massively Multilingual Machine Translation Model
Paper
•
2212.09811
•
Published
•
1
Order Matters in the Presence of Dataset Imbalance for Multilingual
Learning
Paper
•
2312.06134
•
Published
•
2
Sabiá: Portuguese Large Language Models
Paper
•
2304.07880
•
Published
•
4
YAYI 2: Multilingual Open-Source Large Language Models
Paper
•
2312.14862
•
Published
•
13
Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer
Paper
•
2205.12148
•
Published
•
2
Efficient Monotonic Multihead Attention
Paper
•
2312.04515
•
Published
•
6
TigerBot: An Open Multilingual Multitask LLM
Paper
•
2312.08688
•
Published
•
3
MEGAVERSE: Benchmarking Large Language Models Across Languages,
Modalities, Models and Tasks
Paper
•
2311.07463
•
Published
•
13
Towards General-Purpose Speech Abilities for Large Language Models Using
Unpaired Data
Paper
•
2311.06753
•
Published
•
6
FinGPT: Large Generative Models for a Small Language
Paper
•
2311.05640
•
Published
•
27
On the Impact of Cross-Domain Data on German Language Models
Paper
•
2310.07321
•
Published
•
1
Assessment of Pre-Trained Models Across Languages and Grammars
Paper
•
2309.11165
•
Published
•
1
Democratizing Neural Machine Translation with OPUS-MT
Paper
•
2212.01936
•
Published
•
2
LINGUIST: Language Model Instruction Tuning to Generate Annotated
Utterances for Intent Classification and Slot Tagging
Paper
•
2209.09900
•
Published
•
1
MaLA-500: Massive Language Adaptation of Large Language Models
Paper
•
2401.13303
•
Published
•
11
LangBridge: Multilingual Reasoning Without Multilingual Supervision
Paper
•
2401.10695
•
Published
•
4
Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is
Needed?
Paper
•
2312.12683
•
Published
•
1
A Simple Framework to Accelerate Multilingual Language Model for
Monolingual Text Generation
Paper
•
2401.10660
•
Published
•
2
PersianMind: A Cross-Lingual Persian-English Large Language Model
Paper
•
2401.06466
•
Published
•
3
LLaMA Beyond English: An Empirical Study on Language Capability Transfer
Paper
•
2401.01055
•
Published
•
54
Eliciting the Translation Ability of Large Language Models via
Multilingual Finetuning with Translation Instructions
Paper
•
2305.15083
•
Published
•
2
Multilingual Instruction Tuning With Just a Pinch of Multilinguality
Paper
•
2401.01854
•
Published
•
10
Aya Dataset: An Open-Access Collection for Multilingual Instruction
Tuning
Paper
•
2402.06619
•
Published
•
53
PALO: A Polyglot Large Multimodal Model for 5B People
Paper
•
2402.14818
•
Published
•
23
LexC-Gen: Generating Data for Extremely Low-Resource Languages with
Large Language Models and Bilingual Lexicons
Paper
•
2402.14086
•
Published
•
9
Zero-shot Sentiment Analysis in Low-Resource Languages Using a
Multilingual Sentiment Lexicon
Paper
•
2402.02113
•
Published
Translation Errors Significantly Impact Low-Resource Languages in
Cross-Lingual Learning
Paper
•
2402.02080
•
Published
A Morphologically-Aware Dictionary-based Data Augmentation Technique for
Machine Translation of Under-Represented Languages
Paper
•
2402.01939
•
Published
•
1
xCoT: Cross-lingual Instruction Tuning for Cross-lingual
Chain-of-Thought Reasoning
Paper
•
2401.07037
•
Published
•
2
Constrained Decoding for Cross-lingual Label Projection
Paper
•
2402.03131
•
Published
Do Llamas Work in English? On the Latent Language of Multilingual
Transformers
Paper
•
2402.10588
•
Published
•
1
Neural Machine Translation with Byte-Level Subwords
Paper
•
1909.03341
•
Published
Multilingual Byte2Speech Models for Scalable Low-resource Speech
Synthesis
Paper
•
2103.03541
•
Published
GECTurk: Grammatical Error Correction and Detection Dataset for Turkish
Paper
•
2309.11346
•
Published
ÚFAL at MultiLexNorm 2021: Improving Multilingual Lexical
Normalization by Fine-tuning ByT5
Paper
•
2110.15248
•
Published
MonoByte: A Pool of Monolingual Byte-level Language Models
Paper
•
2209.11035
•
Published
Tokenization Impacts Multilingual Language Modeling: Assessing
Vocabulary Allocation and Overlap Across Languages
Paper
•
2305.17179
•
Published
OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient
Large-scale Multilingual Continued Pretraining
Paper
•
2311.08849
•
Published
•
5
Machine Translation by Projecting Text into the Same
Phonetic-Orthographic Space Using a Common Encoding
Paper
•
2305.12371
•
Published
Are Character-level Translations Worth the Wait? Comparing Character-
and Subword-level Models for Machine Translation
Paper
•
2302.14220
•
Published
Bilingual End-to-End ASR with Byte-Level Subwords
Paper
•
2205.00485
•
Published
GeMQuAD : Generating Multilingual Question Answering Datasets from Large
Language Models using Few Shot Learning
Paper
•
2404.09163
•
Published
COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning
Paper
•
2403.18058
•
Published
•
4
Are LLMs Effective Backbones for Fine-tuning? An Experimental
Investigation of Supervised LLMs on Chinese Short Text Matching
Paper
•
2403.19930
•
Published
MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model
Series
Paper
•
2405.19327
•
Published
•
45
Enhancing Amharic-LLaMA: Integrating Task Specific and Generative
Datasets
Paper
•
2402.08015
•
Published
Multilingual Large Language Models Are Not (Yet) Code-Switchers
Paper
•
2305.14235
•
Published
Deterministic Reversible Data Augmentation for Neural Machine
Translation
Paper
•
2406.02517
•
Published
Context-Aware Machine Translation with Source Coreference Explanation
Paper
•
2404.19505
•
Published
Integrating Multi-scale Contextualized Information for Byte-based Neural
Machine Translation
Paper
•
2405.19290
•
Published
MaskLID: Code-Switching Language Identification through Iterative
Masking
Paper
•
2406.06263
•
Published
•
5
PIN: A Knowledge-Intensive Dataset for Paired and Interleaved Multimodal
Documents
Paper
•
2406.13923
•
Published
•
21
Rethinking Tokenization: Crafting Better Tokenizers for Large Language
Models
Paper
•
2403.00417
•
Published
•
1
Breaking the Script Barrier in Multilingual Pre-Trained Language Models
with Transliteration-Based Post-Training Alignment
Paper
•
2406.19759
•
Published
Glot500: Scaling Multilingual Corpora and Language Models to 500
Languages
Paper
•
2305.12182
•
Published
•
1