From 94d072d05b3b7cf4ce6b059149157213a3d8363a Mon Sep 17 00:00:00 2001 From: tanikina Date: Mon, 17 Mar 2025 20:32:30 +0100 Subject: [PATCH 01/13] update pre-commit config --- .pre-commit-config.yaml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 0b3beaa6..4192db87 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,6 +1,6 @@ repos: - repo: https://github.com/pre-commit/pre-commit-hooks - rev: v4.3.0 + rev: v5.0.0 hooks: # list of supported hooks: https://pre-commit.com/hooks.html - id: trailing-whitespace @@ -30,7 +30,7 @@ repos: # python docstring formatting - repo: https://github.com/myint/docformatter - rev: v1.4 + rev: 06907d0 # v1.4 hooks: - id: docformatter args: [--in-place, --wrap-summaries=99, --wrap-descriptions=99] @@ -64,7 +64,7 @@ repos: # md formatting - repo: https://github.com/executablebooks/mdformat - rev: 0.7.14 + rev: 0.7.17 hooks: - id: mdformat args: ["--number"] From ae2b5c63cb8c5878e88e7bced0c0f6ad219216d2 Mon Sep 17 00:00:00 2001 From: tanikina Date: Mon, 17 Mar 2025 20:33:49 +0100 Subject: [PATCH 02/13] update formatting --- .../conll2012_ontonotesv5_preprocessed.py | 1 + dataset_builders/pie/squad_v2/squad_v2.py | 1 + src/models/coref_hoi.py | 1 - src/models/multi_model_coref_hoi.py | 1 - 4 files changed, 2 insertions(+), 2 deletions(-) diff --git a/dataset_builders/pie/conll2012_ontonotesv5_preprocessed/conll2012_ontonotesv5_preprocessed.py b/dataset_builders/pie/conll2012_ontonotesv5_preprocessed/conll2012_ontonotesv5_preprocessed.py index a75c2951..8dba14ec 100644 --- a/dataset_builders/pie/conll2012_ontonotesv5_preprocessed/conll2012_ontonotesv5_preprocessed.py +++ b/dataset_builders/pie/conll2012_ontonotesv5_preprocessed/conll2012_ontonotesv5_preprocessed.py @@ -80,6 +80,7 @@ class Conll2012OntonotesV5PreprocessedConfig(datasets.BuilderConfig): def __init__(self, **kwargs): """BuilderConfig for CDCP. + Args: **kwargs: keyword arguments forwarded to super. """ diff --git a/dataset_builders/pie/squad_v2/squad_v2.py b/dataset_builders/pie/squad_v2/squad_v2.py index 8f2235c9..698a0081 100644 --- a/dataset_builders/pie/squad_v2/squad_v2.py +++ b/dataset_builders/pie/squad_v2/squad_v2.py @@ -81,6 +81,7 @@ class SquadV2Config(datasets.BuilderConfig): def __init__(self, **kwargs): """BuilderConfig for SQuAD v2.0. + Args: **kwargs: keyword arguments forwarded to super. """ diff --git a/src/models/coref_hoi.py b/src/models/coref_hoi.py index 9e8206c2..a80aef33 100644 --- a/src/models/coref_hoi.py +++ b/src/models/coref_hoi.py @@ -264,7 +264,6 @@ def get_predictions_and_loss( sentence_len = sentence_len[0] genre = genre[0] sentence_map = sentence_map[0] - """Model and input are already on the device.""" device = self.device diff --git a/src/models/multi_model_coref_hoi.py b/src/models/multi_model_coref_hoi.py index 12034ec4..25ad1295 100644 --- a/src/models/multi_model_coref_hoi.py +++ b/src/models/multi_model_coref_hoi.py @@ -289,7 +289,6 @@ def get_predictions_and_loss( sentence_len = sentence_len[0] genre = genre[0] sentence_map = sentence_map[0] - """Model and input are already on the device.""" device = self.device From d317d1103142c8e570bd33496919aaa5e561a960 Mon Sep 17 00:00:00 2001 From: tanikina Date: Mon, 17 Mar 2025 20:34:06 +0100 Subject: [PATCH 03/13] add image --- figures/probing_workflow.png | Bin 0 -> 282632 bytes 1 file changed, 0 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zpxhmW!OIRalSrMr13%pS2rnBs4eN2*2(`RH;A_lLTrdBtEeB?mvOcm>!{d}$z%cww(&LOh5!3c3r1qq{n_q1trd zW`)?l8VRsVrlzJ=NHogtjyoibN#(}~D~F&3nw%Hmr5GLNe}o}h z&s&HuI=>9^67J`AZ>bo5BLEecm4y8yBSYA>e0^haHc0|QR6}yx-JBjgQBzl!mXfO6 zxDuI*A4ItAi*D(eulq?4PP=~nB{@pssW|pqZVadDx7OqP{pG)e4oL=X|NV@l#V-j= z(h<7f0-z6ell_)oJ@aJ8Z?&`I=ePXt&-@Zc{omUBe{pU$_EFfJ>3-*Z&8|xBdeF literal 0 HcmV?d00001 From c2fede5c2e58bf6f2a36a0ffacfb61e6b1c62e04 Mon Sep 17 00:00:00 2001 From: tanikina Date: Mon, 17 Mar 2025 20:34:54 +0100 Subject: [PATCH 04/13] update README (add project description) --- README.md | 15 ++++++++++++--- 1 file changed, 12 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index b76a9471..7a81e820 100644 --- a/README.md +++ b/README.md @@ -6,14 +6,23 @@ Lightning Config: Hydra Template
-[![Paper](http://img.shields.io/badge/paper-arxiv.1001.2234-B31B1B.svg)](https://www.nature.com/articles/nature14539) -[![Conference](http://img.shields.io/badge/AnyConference-year-4b44ce.svg)](https://papers.nips.cc/paper/2020) +[![Paper](http://img.shields.io/badge/paper-arxiv.2501.19316-B31B1B.svg)](https://arxiv.org/abs/2501.19316) +[![Conference](http://img.shields.io/badge/Rep4NLP@NAACL-2025-4b44ce.svg)](https://sites.google.com/view/repl4nlp2025) +![probing_workflow.png](figures/probing_workflow.png "Probing workflow with Coreference Resolution (Coref) as target task and four different source tasks: Relation Extraction (RE), Question Answering (QA), Named Entity Recognition (NER), and Paraphrase Detection (MRPC).") + ## ๐Ÿ“Œ Description -What it does +This repository contains the code for the experiments described in the +paper [Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution (Anikina et al., Rep4NLP 2024)](https://arxiv.org/pdf/2501.19316) that will be presented at the 10th Workshop on Representation Learning for NLP co-located with NAACL 2025 in Albuquerque, New Mexico. See the [official website](https://sites.google.com/view/repl4nlp2025) for more information. + +## ๐Ÿ“ƒย Abstract + +In this work, we reimagine classical probing to evaluate knowledge transfer from simple source to more complex target tasks. Instead of probing frozen representations from a complex source task on diverse simple target probing tasks (as usually done in probing), we explore the effectiveness of embeddings from multiple simple source tasks on a single target task. We select coreference resolution, a linguistically complex problem requiring contextual understanding, as focus target task, and test the usefulness of embeddings from comparably simpler tasks such as paraphrase detection, named entity recognition, and relation extraction. Through systematic experiments, we evaluate the impact of individual and combined task embeddings. + +Our findings reveal that task embeddings vary significantly in utility for coreference resolution, with semantic similarity tasks (e.g., paraphrase detection) proving most beneficial. Additionally, representations from intermediate layers of fine-tuned models often outperform those from final layers. Combining embeddings from multiple tasks consistently improves performance, with attention-based aggregation yielding substantial gains. These insights shed light on relationships between task-specific representations and their adaptability to complex downstream tasks, encouraging further exploration of embedding-level task transfer. ## ๐Ÿš€ Quickstart From c5a8d72d97148f440e91ab15c90824894534e113 Mon Sep 17 00:00:00 2001 From: tanikina Date: Mon, 17 Mar 2025 20:38:51 +0100 Subject: [PATCH 05/13] add citation --- README.md | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/README.md b/README.md index 7a81e820..e0d03203 100644 --- a/README.md +++ b/README.md @@ -261,3 +261,16 @@ pre-commit run -a # run tests pytest -k "not slow" --cov --cov-report term-missing ``` + +## ๐Ÿ“ƒ Citation + +```bibtex +@article{Anikina2025ReversePE, + title={Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution}, + author={Tatiana Anikina and Arne Binder and David Harbecke and Stalin Varanasi and Leonhard Hennig and Simon Ostermann and Sebastian Moller and Josef van Genabith}, + journal={ArXiv}, + year={2025}, + volume={abs/2501.19316}, + url={https://api.semanticscholar.org/CorpusID:276079972} +} +``` From 5f3cea2c11f61d5384baf24bfe04cf9466e6d30d Mon Sep 17 00:00:00 2001 From: tanikina Date: Mon, 17 Mar 2025 20:46:06 +0100 Subject: [PATCH 06/13] adjust image size and position --- README.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index e0d03203..38c13a7e 100644 --- a/README.md +++ b/README.md @@ -11,7 +11,9 @@ -![probing_workflow.png](figures/probing_workflow.png "Probing workflow with Coreference Resolution (Coref) as target task and four different source tasks: Relation Extraction (RE), Question Answering (QA), Named Entity Recognition (NER), and Paraphrase Detection (MRPC).") +

+Probing workflow with Coreference Resolution (Coref) as target task and four different source tasks: Relation Extraction (RE), Question Answering (QA), Named Entity Recognition (NER), and Paraphrase Detection (MRPC). +

## ๐Ÿ“Œ Description From 809afb4a6e217a3d399eab049b03b07a34c55639 Mon Sep 17 00:00:00 2001 From: tanikina Date: Mon, 17 Mar 2025 20:59:46 +0100 Subject: [PATCH 07/13] correct workshop name --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 38c13a7e..1f9e2ded 100644 --- a/README.md +++ b/README.md @@ -7,7 +7,7 @@ Config: Hydra Template
[![Paper](http://img.shields.io/badge/paper-arxiv.2501.19316-B31B1B.svg)](https://arxiv.org/abs/2501.19316) -[![Conference](http://img.shields.io/badge/Rep4NLP@NAACL-2025-4b44ce.svg)](https://sites.google.com/view/repl4nlp2025) +[![Conference](http://img.shields.io/badge/RepL4NLP@NAACL-2025-4b44ce.svg)](https://sites.google.com/view/repl4nlp2025) @@ -18,7 +18,7 @@ ## ๐Ÿ“Œ Description This repository contains the code for the experiments described in the -paper [Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution (Anikina et al., Rep4NLP 2024)](https://arxiv.org/pdf/2501.19316) that will be presented at the 10th Workshop on Representation Learning for NLP co-located with NAACL 2025 in Albuquerque, New Mexico. See the [official website](https://sites.google.com/view/repl4nlp2025) for more information. +paper [Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution (Anikina et al., RepL4NLP 2024)](https://arxiv.org/pdf/2501.19316) that will be presented at the 10th Workshop on Representation Learning for NLP co-located with NAACL 2025 in Albuquerque, New Mexico. See the [official website](https://sites.google.com/view/repl4nlp2025) for more information. ## ๐Ÿ“ƒย Abstract From 78c7ffd8c2b22ab666ebb6d47e1daddd3c5687ee Mon Sep 17 00:00:00 2001 From: tanikina Date: Mon, 17 Mar 2025 21:14:22 +0100 Subject: [PATCH 08/13] use old wandb version to import wandb_torch --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index c91e10fa..058adfba 100644 --- a/requirements.txt +++ b/requirements.txt @@ -13,7 +13,7 @@ hydra-colorlog>=1.2.0 hydra-optuna-sweeper>=1.2.0 # --------- loggers --------- # -wandb +wandb==0.16.0 # neptune-client # mlflow # comet-ml From fda666e6c78678ce3f24a3d51c738dcd9e089999 Mon Sep 17 00:00:00 2001 From: tanikina Date: Mon, 17 Mar 2025 21:26:08 +0100 Subject: [PATCH 09/13] use numpy 1.24.1 --- requirements.txt | 1 + 1 file changed, 1 insertion(+) diff --git a/requirements.txt b/requirements.txt index 058adfba..7154b03b 100644 --- a/requirements.txt +++ b/requirements.txt @@ -39,4 +39,5 @@ asciidag # to print the document annotation graph on the console tabulate # show statistics as markdown plotext # show statistics as plots scipy # linear_assignment for computing ceafe (coreference evaluation) +numpy==1.24.1 # older version of numpy that supports np.float_ # huggingface-hub>=0.13 # interaction with HF hub From b863aa27d3ef43e677391c3a4f773c84aaa303d9 Mon Sep 17 00:00:00 2001 From: tanikina Date: Mon, 17 Mar 2025 22:06:00 +0100 Subject: [PATCH 10/13] fix the publication year --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 1f9e2ded..fd29c1b1 100644 --- a/README.md +++ b/README.md @@ -18,7 +18,7 @@ ## ๐Ÿ“Œ Description This repository contains the code for the experiments described in the -paper [Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution (Anikina et al., RepL4NLP 2024)](https://arxiv.org/pdf/2501.19316) that will be presented at the 10th Workshop on Representation Learning for NLP co-located with NAACL 2025 in Albuquerque, New Mexico. See the [official website](https://sites.google.com/view/repl4nlp2025) for more information. +paper [Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution (Anikina et al., RepL4NLP 2025)](https://arxiv.org/pdf/2501.19316) that will be presented at the 10th Workshop on Representation Learning for NLP co-located with NAACL 2025 in Albuquerque, New Mexico. See the [official website](https://sites.google.com/view/repl4nlp2025) for more information. ## ๐Ÿ“ƒย Abstract From 66cd5749d6afa2c2347b3be60f5f06df23180667 Mon Sep 17 00:00:00 2001 From: tanikina Date: Wed, 19 Mar 2025 15:57:35 +0100 Subject: [PATCH 11/13] add a note about usrun.sh --- README.md | 20 ++++++++++++++++++++ 1 file changed, 20 insertions(+) diff --git a/README.md b/README.md index fd29c1b1..7c6ae109 100644 --- a/README.md +++ b/README.md @@ -120,6 +120,26 @@ To run the data preparation code on the DFKI cluster, you can execute the follow $ usrun.sh --output=$PWD/preprocess-coref.out -p RTX3090-MLT --mem=24G scripts/prepare_coref_data.sh & ``` +Note that `usrun.sh` script is simply a wrapper for the srun command that loads the corresponding image that already includes all the libraraies installed from `requirements.txt`, you can also load any other image that supports torch, e.g. `IMAGE=/netscratch/enroot/nvcr.io_nvidia_pytorch_23.06-py3.sqsh` and then simply run `pip install -r requirements.txt` to get the same environment on the cluster. + +
+ +Content of the `usrun.sh` script + +``` +#!/bin/sh +IMAGE=/netscratch/anikina/updated-mtask-knowledge-transfer.sqsh +srun -K \ + --container-mounts=/netscratch:/netscratch,/ds:/ds,$HOME:$HOME \ + --container-workdir=$HOME \ + --container-image=$IMAGE \ + --ntasks=1 \ + --nodes=1 \ + $* +``` + +
+ DFKI-internal: On the cluster, use `CONLL2012_ONTONOTESV5_PREPROCESSED_DATA_DIR=/ds/text/cora4nlp/datasets/ontonotes_coref` #### Extractive Question Answering From aad1267b9fe562093a0812dfcb7e0e8215b56806 Mon Sep 17 00:00:00 2001 From: tanikina Date: Wed, 19 Mar 2025 16:18:08 +0100 Subject: [PATCH 12/13] add a note on how to reproduce the results --- README.md | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) diff --git a/README.md b/README.md index 7c6ae109..e499e197 100644 --- a/README.md +++ b/README.md @@ -284,6 +284,27 @@ pre-commit run -a pytest -k "not slow" --cov --cov-report term-missing ``` +## How to reproduce our results? + +We have performed extensive experiments with different models and configurations. The experiments that are relevant for the paper are summarized in [`results/coref.md`](https://github.com/Cora4NLP/multi-task-knowledge-transfer/blob/main/results/coref.md). Each set of experiments has a link to the log entry that includes the exact command to train a model for each configuration together with the obtained results and links to the W&B project. + +For instance, for the experiments with layer truncation with frozen target + frozen MRPC where we truncate only the MRPC model (frozen-target12 + frozen-MRPC2) you can have a look at [the corresponding log entry](https://github.com/Cora4NLP/multi-task-knowledge-transfer/blob/main/log.md#coreference-resolution---frozen-pre-trained-target-model--frozen-mrpc-model-mrpc-truncated-to-2-layers) linked in [this table](https://github.com/Cora4NLP/multi-task-knowledge-transfer/blob/main/results/coref.md#experiments-with-layer-truncation-with-frozen-target--frozen-mrpc-where-we-truncate-only-the-mrpc-model) in `results/coref.md` where you can find the training command and the results: + +``` +python src/train.py \ +experiment=conll2012_coref_hoi_multimodel_base \ ++model.pretrained_models={bert-base-cased-coref-hoi:models/pretrained/bert-base-cased-coref-hoi,bert-base-cased-mrpc:bert-base-cased-finetuned-mrpc} \ ++model.freeze_models=[bert-base-cased-coref-hoi,bert-base-cased-mrpc] \ ++model.aggregate=attention \ +model.task_learning_rate=1e-4 \ +trainer=gpu \ ++model.truncate_models.bert-base-cased-mrpc=2 \ +seed=1,2,3 \ ++wandb_watch=attention_activation \ ++hydra.callbacks.save_job_return.integrate_multirun_result=true \ +--multirun +``` + ## ๐Ÿ“ƒ Citation ```bibtex From eb7c6ddffeab698bfecae97121b691b051c64ab5 Mon Sep 17 00:00:00 2001 From: tanikina Date: Wed, 19 Mar 2025 16:41:27 +0100 Subject: [PATCH 13/13] correct typos --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e499e197..0607525a 100644 --- a/README.md +++ b/README.md @@ -120,7 +120,7 @@ To run the data preparation code on the DFKI cluster, you can execute the follow $ usrun.sh --output=$PWD/preprocess-coref.out -p RTX3090-MLT --mem=24G scripts/prepare_coref_data.sh & ``` -Note that `usrun.sh` script is simply a wrapper for the srun command that loads the corresponding image that already includes all the libraraies installed from `requirements.txt`, you can also load any other image that supports torch, e.g. `IMAGE=/netscratch/enroot/nvcr.io_nvidia_pytorch_23.06-py3.sqsh` and then simply run `pip install -r requirements.txt` to get the same environment on the cluster. +Note that `usrun.sh` script is simply a wrapper for the `srun` command that loads the corresponding image that already includes all the libraries installed from `requirements.txt`, but you can also load any other image that supports torch, e.g. `IMAGE=/netscratch/enroot/nvcr.io_nvidia_pytorch_23.06-py3.sqsh` and then simply run `pip install -r requirements.txt` to get the same environment on the cluster.