Colorless green recurrent networks dream hierarchically

29 March 2018

Papers citing "Colorless green recurrent networks dream hierarchically"

50 / 285 papers shown

Title
A multilabel approach to morphosyntactic probing Naomi Tachikawa Shapiro Amandalynne Paullada Shane Steinert-Threlkeld 39 10 0 17 Apr 2021
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation Sebastian Ruder Noah Constant Jan A. Botha Aditya Siddhant Orhan Firat ... Pengfei Liu Junjie Hu Dan Garrette Graham Neubig Melvin Johnson ELM AAML LRM 29 184 0 15 Apr 2021
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little Koustuv Sinha Robin Jia Dieuwke Hupkes J. Pineau Adina Williams Douwe Kiela 45 245 0 14 Apr 2021
The Rediscovery Hypothesis: Language Models Need to Meet Linguistics Vassilina Nikoulina Maxat Tezekbayev Nuradil Kozhakhmet Madina Babazhanova Matthias Gallé Z. Assylbekov 34 8 0 02 Mar 2021
Vyākarana: A Colorless Green Benchmark for Syntactic Evaluation in Indic Languages Rajaswa Patil Jasleen Dhillon Siddhant Mahurkar Saumitra Kulkarni M. Malhotra V. Baths 23 1 0 01 Mar 2021
Language Modelling as a Multi-Task Problem Leon Weber Jaap Jumelet Elia Bruni Dieuwke Hupkes 29 13 0 27 Jan 2021
CLiMP: A Benchmark for Chinese Language Model Evaluation Beilei Xiang Changbing Yang Yu Li Alex Warstadt Katharina Kann ALM 25 38 0 26 Jan 2021
Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT Isabel Papadimitriou Ethan A. Chi Richard Futrell Kyle Mahowald 27 44 0 26 Jan 2021
Evaluating Models of Robust Word Recognition with Serial Reproduction Stephan C. Meylan Sathvik Nair Thomas Griffiths 22 4 0 24 Jan 2021
Can RNNs learn Recursive Nested Subject-Verb Agreements? Yair Lakretz T. Desbordes J. King Benoît Crabbé Maxime Oquab S. Dehaene 160 19 0 06 Jan 2021
Recoding latent sentence representations -- Dynamic gradient-based activation modification in RNNs Dennis Ulmer 38 0 0 03 Jan 2021
Mapping the Timescale Organization of Neural Language Models H. Chien Jinhang Zhang C. Honey 11 2 0 12 Dec 2020
Picking BERT's Brain: Probing for Linguistic Dependencies in Contextualized Embeddings Using Representational Similarity Analysis Michael A. Lepori R. Thomas McCoy 22 23 0 24 Nov 2020
The Zero Resource Speech Benchmark 2021: Metrics and baselines for unsupervised spoken language modeling Tu Nguyen Maureen de Seyssel Patricia Roze M. Rivière Evgeny Kharitonov Alexei Baevski Ewan Dunbar Emmanuel Dupoux SSL 24 101 0 23 Nov 2020
diagNNose: A Library for Neural Activation Analysis Jaap Jumelet AI4CE 25 9 0 13 Nov 2020
CxGBERT: BERT meets Construction Grammar Harish Tayyar Madabushi Laurence Romain Dagmar Divjak P. Milin 19 40 0 09 Nov 2020
On the Practical Ability of Recurrent Neural Networks to Recognize Hierarchical Languages S. Bhattamishra Kabir Ahuja Navin Goyal ReLM 16 12 0 08 Nov 2020
Investigating Novel Verb Learning in BERT: Selectional Preference Classes and Alternation-Based Syntactic Generalization Tristan Thrush Ethan Gotlieb Wilcox R. Levy 19 14 0 04 Nov 2020
Word Frequency Does Not Predict Grammatical Knowledge in Language Models Charles Yu Ryan Sie Nicolas Tedeschi Leon Bergen 17 3 0 26 Oct 2020
Learning to Recognize Dialect Features Dorottya Demszky D. Sharma J. Clark Vinodkumar Prabhakaran Jacob Eisenstein 123 38 0 23 Oct 2020
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 224 287 0 23 Oct 2020
Explicitly Modeling Syntax in Language Models with Incremental Parsing and a Dynamic Oracle Songlin Yang Shawn Tan Alessandro Sordoni Siva Reddy Rameswar Panda 19 5 0 21 Oct 2020
RNNs can generate bounded hierarchical languages with optimal memory John Hewitt Michael Hahn Surya Ganguli Percy Liang Christopher D. Manning LRM 16 51 0 15 Oct 2020
Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models Ethan Gotlieb Wilcox Peng Qian Richard Futrell Ryosuke Kohita R. Levy Miguel Ballesteros NAI 15 10 0 12 Oct 2020
COGS: A Compositional Generalization Challenge Based on Semantic Interpretation Najoung Kim Tal Linzen CoGe 11 274 0 12 Oct 2020
Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) Alex Warstadt Yian Zhang Haau-Sing Li Haokun Liu Samuel R. Bowman SSL AI4CE 37 21 0 11 Oct 2020
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations Shauli Ravfogel Yanai Elazar Jacob Goldberger Yoav Goldberg 21 12 0 11 Oct 2020
Can RNNs trained on harder subject-verb agreement instances still perform well on easier ones? Hritik Bansal Gantavya Bhatt Sumeet Agarwal 26 0 0 10 Oct 2020
Discourse structure interacts with reference but not syntax in neural language models Forrest Davis Marten van Schijndel 8 20 0 10 Oct 2020
How well does surprisal explain N400 amplitude under different experimental conditions? J. Michaelov Benjamin Bergen 7 40 0 09 Oct 2020
Recurrent babbling: evaluating the acquisition of grammar from limited input data Ludovica Pannitto Aurélie Herbelot 27 13 0 09 Oct 2020
BERTering RAMS: What and How Much does BERT Already Know About Event Arguments? -- A Study on the RAMS Dataset Varun Gangal Eduard H. Hovy 22 4 0 08 Oct 2020
Assessing Phrasal Representation and Composition in Transformers Lang-Chi Yu Allyson Ettinger CoGe 22 67 0 08 Oct 2020
Exploring BERT's Sensitivity to Lexical Cues using Tests from Semantic Priming Kanishka Misra Allyson Ettinger Julia Taylor Rayz 14 56 0 06 Oct 2020
Intrinsic Probing through Dimension Selection Lucas Torroba Hennigen Adina Williams Ryan Cotterell 28 57 0 06 Oct 2020
LSTMs Compose (and Learn) Bottom-Up Naomi Saphra Adam Lopez CoGe 26 18 0 06 Oct 2020
Investigating representations of verb bias in neural language models Robert D. Hawkins Takateru Yamakoshi Thomas Griffiths A. Goldberg 20 29 0 05 Oct 2020
Multi-timescale Representation Learning in LSTM Language Models Shivangi Mahto Vy A. Vo Javier S. Turek Alexander G. Huth 15 29 0 27 Sep 2020
Simple is Better! Lightweight Data Augmentation for Low Resource Slot Filling and Intent Classification Samuel Louvan Bernardo Magnini 12 26 0 08 Sep 2020
Can neural networks acquire a structural bias from raw linguistic data? Alex Warstadt Samuel R. Bowman AI4CE 20 53 0 14 Jul 2020
Evaluating German Transformer Language Models with Syntactic Agreement Tests Karolina Zaczynska Nils Feldhus Robert Schwarzenberg Aleksandra Gabryszak Sebastian Möller 14 6 0 07 Jul 2020
Universal linguistic inductive biases via meta-learning R. Thomas McCoy Erin Grant P. Smolensky Thomas Griffiths Tal Linzen FedML 16 24 0 29 Jun 2020
Mechanisms for Handling Nested Dependencies in Neural-Network Language Models and Humans Yair Lakretz Dieuwke Hupkes A. Vergallito Marco Marelli Marco Baroni S. Dehaene 21 62 0 19 Jun 2020
How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation Steffen Eger Johannes Daxenberger Iryna Gurevych 25 11 0 16 Jun 2020
How much complexity does an RNN architecture need to learn syntax-sensitive dependencies? Gantavya Bhatt Hritik Bansal Rishu Singh Sumeet Agarwal 10 5 0 17 May 2020
A Systematic Assessment of Syntactic Generalization in Neural Language Models Jennifer Hu Jon Gauthier Peng Qian Ethan Gotlieb Wilcox R. Levy ELM 35 212 0 07 May 2020
Weakly-Supervised Neural Response Selection from an Ensemble of Task-Specialised Dialogue Agents Asir Saeed Khai Mai Pham Quang Nhat Minh Nguyen Tuan Duc Danushka Bollegala 19 0 0 06 May 2020
Spying on your neighbors: Fine-grained probing of contextual embeddings for information about surrounding words Josef Klafka Allyson Ettinger 56 42 0 04 May 2020
The Sensitivity of Language Models and Humans to Winograd Schema Perturbations Mostafa Abdou Vinit Ravishankar Maria Barrett Yonatan Belinkov Desmond Elliott Anders Søgaard ReLM LRM 62 34 0 04 May 2020
From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? Reut Tsarfaty Dan Bareket Stav Klein Amit Seker 26 39 0 04 May 2020