🏛️ The Computation & Language Crypt

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A Practitioners' Guide to Transfer Learning for Text Classification using Convolutional Neural Networks

Tushar Semwal, Gaurav Mathur, ... (+2 more)

cs.CL 🏛 SDM 📚 59 cites 8 years ago

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Massively Multilingual Neural Grapheme-to-Phoneme Conversion

Ben Peters, Jon Dehdari, Josef van Genabith

cs.CL 🏛 arXiv 📚 59 cites 8 years ago

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Translating Neuralese

Jacob Andreas, Anca Dragan, Dan Klein

cs.CL 🏛 ACL 📚 59 cites 9 years ago

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Neural Semantic Parsing over Multiple Knowledge-bases

Jonathan Herzig, Jonathan Berant

cs.CL 🏛 ACL 📚 59 cites 9 years ago

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Dense Prediction on Sequences with Time-Dilated Convolutions for Speech Recognition

Tom Sercu, Vaibhava Goel

cs.CL 🏛 arXiv 📚 59 cites 9 years ago

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LightRNN: Memory and Computation-Efficient Recurrent Neural Networks

Xiang Li, Tao Qin, ... (+2 more)

cs.CL 🏛 NeurIPS 📚 59 cites 9 years ago

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Inferring Logical Forms From Denotations

Panupong Pasupat, Percy Liang

cs.CL 🏛 ACL 📚 59 cites 10 years ago

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Bank distress in the news: Describing events through deep learning

Samuel Rönnqvist, Peter Sarlin

cs.CL 🏛 Neurocomputing 📚 59 cites 10 years ago

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A Piece of My Mind: A Sentiment Analysis Approach for Online Dispute Detection

Lu Wang, Claire Cardie

cs.CL 🏛 ACL 📚 59 cites 10 years ago

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Longitudinal Analysis of Discussion Topics in an Online Breast Cancer Community using Convolutional Neural Networks

Shaodian Zhang, Edouard Grave, ... (+2 more)

cs.CL 🏛 J.BI 📚 59 cites 10 years ago

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Learning in the Rational Speech Acts Model

Will Monroe, Christopher Potts

cs.CL 🏛 arXiv 📚 59 cites 10 years ago

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Text Segmentation based on Semantic Word Embeddings

Alexander A Alemi, Paul Ginsparg

cs.CL 🏛 arXiv 📚 59 cites 11 years ago

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Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning

Xingyu Tan, Xiaoyang Wang, ... (+4 more)

cs.CL 🏛 WWW 📚 59 cites 1 year ago

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LoRAMoE: Alleviate World Knowledge Forgetting in Large Language Models via MoE-Style Plugin

Shihan Dou, Enyu Zhou, ... (+14 more)

cs.CL 🏛 arXiv 📚 59 cites 2 years ago

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Self-Guard: Empower the LLM to Safeguard Itself

Zezhong Wang, Fangkai Yang, ... (+6 more)

cs.CL 🏛 NAACL 📚 59 cites 2 years ago

🌅 💤 Eternal Rest

ALGO: Synthesizing Algorithmic Programs with LLM-Generated Oracle Verifiers

Kexun Zhang, Danqing Wang, ... (+3 more)

cs.CL 🏛 NeurIPS 📚 59 cites 3 years ago

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Controllable Dialogue Simulation with In-Context Learning

Zekun Li, Wenhu Chen, ... (+4 more)

cs.CL 🏛 EMNLP 📚 59 cites 3 years ago

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Augmenting Operations Research with Auto-Formulation of Optimization Models from Problem Descriptions

Rindranirina Ramamonjison, Haley Li, ... (+6 more)

cs.CL 🏛 EMNLP 📚 59 cites 3 years ago

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Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models

Qihuang Zhong, Liang Ding, ... (+5 more)

cs.CL 🏛 EMNLP 📚 59 cites 3 years ago

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SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL (extended)

Ruoxi Sun, Sercan Ö. Arik, ... (+9 more)

cs.CL 🏛 arXiv 📚 58 cites 3 years ago

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Knowledge Distillation for Improved Accuracy in Spoken Question Answering

Chenyu You, Nuo Chen, Yuexian Zou

cs.CL 🏛 ICASSP 📚 58 cites 5 years ago

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Improving Dialog Systems for Negotiation with Personality Modeling

Runzhe Yang, Jingxiao Chen, Karthik Narasimhan

cs.CL 🏛 ACL 📚 58 cites 5 years ago

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Few-shot Learning for Multi-label Intent Detection

Yutai Hou, Yongkui Lai, ... (+3 more)

cs.CL 🏛 AAAI 📚 58 cites 5 years ago

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OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings

Sunipa Dev, Tao Li, ... (+2 more)

cs.CL 🏛 EMNLP 📚 58 cites 5 years ago