Infusing Finetuning with Semantic Dependencies

Infusing Finetuning with Semantic Dependencies

10 December 2020

Hao Peng

Papers citing "Infusing Finetuning with Semantic Dependencies"

19 / 19 papers shown

Title
The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and Modalities Zhaofeng Wu Xinyan Velocity Yu Dani Yogatama Jiasen Lu Yoon Kim AIFin 54 10 0 07 Nov 2024
Assessing Logical Reasoning Capabilities of Encoder-Only Transformer Models Paulo Pirozelli M. M. José Paulo de Tarso P. Filho A. Brandão Fabio Gagliardi Cozman LRM ELM 34 2 0 18 Dec 2023
Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models Raymond Li Gabriel Murray Giuseppe Carenini MoE 41 2 0 24 Oct 2023
Rethinking Relation Classification with Graph Meaning Representations Li Zhou Wenyu Chen DingYi Zeng Hong Qu Daniel Hershcovich AI4CE 25 0 0 15 Oct 2023
An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks Changlong Yu Tianyi Xiao Lingpeng Kong Yangqiu Song Wilfred Ng 30 3 0 24 Oct 2022
Transparency Helps Reveal When Language Models Learn Meaning Zhaofeng Wu William Merrill Hao Peng Iz Beltagy Noah A. Smith 19 9 0 14 Oct 2022
Ask to Understand: Question Generation for Multi-hop Question Answering Jiawei Li Mucheng Ren Yang Gao Yizhe Yang 11 3 0 17 Mar 2022
Learning with Latent Structures in Natural Language Processing: A Survey Zhaofeng Wu BDL DRL 13 4 0 03 Jan 2022
Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling Jakob Prange Nathan Schneider Lingpeng Kong 22 9 0 15 Dec 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 74 1,030 0 01 Nov 2021
Schrödinger's Tree -- On Syntax and Neural Language Models Artur Kulmizev Joakim Nivre 35 6 0 17 Oct 2021
Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health Andrew Lee Jonathan K. Kummerfeld Lawrence C. An Rada Mihalcea 38 23 0 28 Sep 2021
How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy S. Rajaee Mohammad Taher Pilehvar 76 20 0 10 Sep 2021
Implicit Representations of Meaning in Neural Language Models Belinda Z. Li Maxwell Nye Jacob Andreas NAI MILM 8 169 0 01 Jun 2021
Language Models Use Monotonicity to Assess NPI Licensing Jaap Jumelet Milica Denić Jakub Szymanik Dieuwke Hupkes Shane Steinert-Threlkeld KELM 13 28 0 28 May 2021
Bird's Eye: Probing for Linguistic Graph Structures with a Simple Information-Theoretic Approach Yifan Hou Mrinmaya Sachan 13 10 0 06 May 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018
Learning Joint Semantic Parsers from Disjoint Data Hao Peng Sam Thomson Swabha Swayamdipta Noah A. Smith 51 66 0 17 Apr 2018
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 201 1,367 0 06 Jun 2016