语言大模型 / LLM - arXivDaily 专题

1911.12487 2019-12-02 cs.CL cs.LG cs.SD eess.AS 62%

Minimum Bayes Risk Training of RNN-Transducer for End-to-End Speech Recognition

Chao Weng, Chengzhu Yu, Jia Cui, Chunlei Zhang, Dong Yu

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

1911.11423 2019-11-28 cs.CL cs.AI cs.NE 62%

Single Headed Attention RNN: Stop Thinking With Your Head

Stephen Merity

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments Addition of citations and contextual results (no attention head, single attention head, attention per layer), removal of wordpiece WikiText-103 numbers due to normalization issues, fix of SHA attention figure Q arrow, other minor fixes

1906.03351 2019-11-26 cs.LG cs.CL stat.ML 62%

Real or Fake? Learning to Discriminate Machine from Human Generated Text

Anton Bakhtin, Sam Gross, Myle Ott, Yuntian Deng, Marc'Aurelio Ranzato, Arthur Szlam

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

1911.08340 2019-11-22 cs.CL cs.AI cs.IR 62%

Unsupervised Natural Question Answering with a Small Model

Martin Andrews, Sam Witteveen

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted paper for FEVER workshop at EMNLP-IJCNLP 2019. (4 pages + references)

1905.10072 2019-11-20 cs.CL cs.LG 62%

mu-Forcing: Training Variational Recurrent Autoencoders for Text Generation

Dayiheng Liu, Xu Yang, Feng He, Yuanyuan Chen, Jiancheng Lv

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments To appear in the ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP)

1908.07832 2019-11-15 cs.CL cs.LG stat.ML 62%

Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings

Ahmed El-Kishky, Frank Xu, Aston Zhang, Jiawei Han

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

1911.04070 2019-11-12 cs.CL cs.LG 62%

BP-Transformer: Modelling Long-Range Context via Binary Partitioning

Zihao Ye, Qipeng Guo, Quan Gan, Xipeng Qiu, Zheng Zhang

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

1910.12554 2019-10-29 cs.CL cs.LG stat.ML 62%

Exploring Kernel Functions in the Softmax Layer for Contextual Word Classification

Yingbo Gao, Christian Herold, Weiyue Wang, Hermann Ney

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments IWSLT2019

1909.13404 2019-10-01 cs.LG cs.AI stat.ML 62%

Towards modular and programmable architecture search

Renato Negrinho, Darshan Patil, Nghia Le, Daniel Ferreira, Matthew Gormley, Geoffrey Gordon

专题命中其他LLM ：language model(abstract)；分类 cs.AI、cs.LG

Comments Published at NeurIPS 2019. Code and documentation for the language implementation can be found at https://github.com/negrinho/deep_architect

1909.09577 2019-09-23 cs.LG cs.CL cs.SD eess.AS 62%

NeMo: a toolkit for building AI applications using Neural Modules

Oleksii Kuchaiev, Jason Li, Huyen Nguyen, Oleksii Hrinchuk, Ryan Leary, Boris Ginsburg, Samuel Kriman, Stanislav Beliaev, Vitaly Lavrukhin, Jack Cook, Patrice Castonguay, Mariya Popova, Jocelyn Huang, Jonathan M. Cohen

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments 6 pages plus references

1909.09534 2019-09-23 cs.CL cs.LG 62%

Creative GANs for generating poems, lyrics, and metaphors

Asir Saeed, Suzana Ilić, Eva Zangerle

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

1909.09428 2019-09-23 cs.CL cs.LG 62%

A Critical Analysis of Biased Parsers in Unsupervised Parsing

Chris Dyer, Gábor Melis, Phil Blunsom

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

1909.08402 2019-09-19 cs.CL cs.IR cs.LG 62%

Enriching BERT with Knowledge Graph Embeddings for Document Classification

Malte Ostendorff, Peter Bourgonje, Maria Berger, Julian Moreno-Schneider, Georg Rehm, Bela Gipp

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

1909.06743 2019-09-17 cs.CL cs.LG 62%

Learning Rhyming Constraints using Structured Adversaries

Harsh Jhamtani, Sanket Vaibhav Mehta, Jaime Carbonell, Taylor Berg-Kirkpatrick

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments EMNLP-IJCNLP 2019 Short Paper

1909.03569 2019-09-10 cs.CL cs.LG cs.NE stat.ML 62%

Neural Gaussian Copula for Variational Autoencoder

Prince Zizhuang Wang, William Yang Wang

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments 11 pages

Journal ref EMNLP 2019

1907.00151 2019-09-06 cs.CL cs.AI 62%

GPT-based Generation for Classical Chinese Poetry

Yi Liao, Yasheng Wang, Qun Liu, Xin Jiang

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

1901.07002 2019-09-06 cs.LG cs.CL stat.ML 62%

Error-Correcting Neural Sequence Prediction

James O' Neill, Danushka Bollegala

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

1909.01496 2019-09-05 cs.CL cs.CR cs.LG 62%

Neural Linguistic Steganography

Zachary M. Ziegler, Yuntian Deng, Alexander M. Rush

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments EMNLP 2019 Accepted

1909.01401 2019-09-05 cs.LG cs.CL q-bio.NC stat.ML 62%

Brain2Char: A Deep Architecture for Decoding Text from Brain Recordings

Pengfei Sun, Gopala K. Anumanchipalli, Edward F. Chang

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

1908.03557 2019-08-12 cs.CV cs.CL cs.LG 62%

VisualBERT: A Simple and Performant Baseline for Vision and Language

Liunian Harold Li, Mark Yatskar, Da Yin, Cho-Jui Hsieh, Kai-Wei Chang

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments Work in Progress

1908.00785 2019-08-05 q-bio.OT cs.CL cs.LG 62%

Deep learning languages: a key fundamental shift from probabilities to weights?

François Coste

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

1907.05338 2019-07-12 cs.CL cs.LG 62%

To Tune or Not To Tune? How About the Best of Both Worlds?

Ran Wang, Haibo Su, Chunye Wang, Kailin Ji, Jupeng Ding

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

1907.04916 2019-07-12 eess.AS cs.CL cs.LG cs.SD stat.ML 62%

Listen, Attend, Spell and Adapt: Speaker Adapted Sequence-to-Sequence ASR

Felix Weninger, Jesús Andrés-Ferrer, Xinwei Li, Puming Zhan

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments To appear in INTERSPEECH 2019

1906.05317 2019-06-18 cs.CL cs.AI 62%

COMET: Commonsense Transformers for Automatic Knowledge Graph Construction

Antoine Bosselut, Hannah Rashkin, Maarten Sap, Chaitanya Malaviya, Asli Celikyilmaz, Yejin Choi

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted to ACL 2019

1901.10548 2019-06-06 stat.ML cs.CL cs.LG 62%

Latent Normalizing Flows for Discrete Sequences

Zachary M. Ziegler, Alexander M. Rush

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

1906.01594 2019-06-05 cs.CL cs.LG cs.NE 62%

Finding Syntactic Representations in Neural Stacks

William Merrill, Lenny Khazan, Noah Amsel, Yiding Hao, Simon Mendelsohn, Robert Frank

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments To appear in the Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP

1811.11683 2019-05-31 cs.CV cs.CL cs.LG eess.IV 62%

Multi-level Multimodal Common Semantic Space for Image-Phrase Grounding

Hassan Akbari, Svebor Karaman, Surabhi Bhargava, Brian Chen, Carl Vondrick, Shih-Fu Chang

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments Accepted in CVPR 2019

1904.02399 2019-04-24 cs.CL cs.LG 62%

Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling

Prince Zizhuang Wang, William Yang Wang

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments NAACL 2019 (oral)

1904.08061 2019-04-18 cs.CL cs.LG 62%

Reinforcement Learning Based Emotional Editing Constraint Conversation Generation

Jia Li, Xiao Sun, Xing Wei, Changliang Li, Jianhua Tao

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

1901.04936 2019-01-16 cs.CL cs.AI 62%

Incremental Reading for Question Answering

Samira Abnar, Tania Bedrax-weiss, Tom Kwiatkowski, William W. Cohen

专题命中其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

1. 其他LLM 12321 篇

Minimum Bayes Risk Training of RNN-Transducer for End-to-End Speech Recognition

Single Headed Attention RNN: Stop Thinking With Your Head

Real or Fake? Learning to Discriminate Machine from Human Generated Text

Unsupervised Natural Question Answering with a Small Model

mu-Forcing: Training Variational Recurrent Autoencoders for Text Generation

Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings

BP-Transformer: Modelling Long-Range Context via Binary Partitioning

Exploring Kernel Functions in the Softmax Layer for Contextual Word Classification

Towards modular and programmable architecture search

NeMo: a toolkit for building AI applications using Neural Modules

Creative GANs for generating poems, lyrics, and metaphors

A Critical Analysis of Biased Parsers in Unsupervised Parsing

Enriching BERT with Knowledge Graph Embeddings for Document Classification

Learning Rhyming Constraints using Structured Adversaries

Neural Gaussian Copula for Variational Autoencoder

GPT-based Generation for Classical Chinese Poetry

Error-Correcting Neural Sequence Prediction

Neural Linguistic Steganography

Brain2Char: A Deep Architecture for Decoding Text from Brain Recordings

VisualBERT: A Simple and Performant Baseline for Vision and Language

Deep learning languages: a key fundamental shift from probabilities to weights?

To Tune or Not To Tune? How About the Best of Both Worlds?

Listen, Attend, Spell and Adapt: Speaker Adapted Sequence-to-Sequence ASR

COMET: Commonsense Transformers for Automatic Knowledge Graph Construction

Latent Normalizing Flows for Discrete Sequences

Finding Syntactic Representations in Neural Stacks

Multi-level Multimodal Common Semantic Space for Image-Phrase Grounding

Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling

Reinforcement Learning Based Emotional Editing Constraint Conversation Generation

Incremental Reading for Question Answering